diff --git a/.github/.keep b/.github/.keep new file mode 100644 index 000000000..e69de29bb diff --git a/.github/workflows/current-workflow.yml b/.github/workflows/current-workflow.yml new file mode 100644 index 000000000..3413ce176 --- /dev/null +++ b/.github/workflows/current-workflow.yml @@ -0,0 +1,510 @@ +name: Microservices Workflow +run-name: ${{ github.actor }} is testing microservices workflow. +on: + push: + branches: + - '**' + workflow_dispatch: + inputs: + logLevel: + description: 'Log level' + required: true + default: 'warning' + tags: + description: 'Test scenario tags' +env: + REGISTRY: ghcr.io + IMAGE_NAME: ${{ github.repository }} + BACKEND_IMAGE_NAME: flask_backend + FRONTEND_IMAGE_NAME: node_frontend + DATABASE_IMAGE_NAME: sqlite_database + REPO_NAME: "bumetcs673/seprojects-cs673olf24team6" + +jobs: + Get-Branch-Name: + runs-on: ubuntu-latest + outputs: + sanitized_branch_name: ${{ steps.sanitize.outputs.sanitized }} + steps: + - name: Sanitize branch name + id: sanitize + run: | + sanitized=$(echo '${{ github.ref_name }}' | sed 's/[^a-zA-Z0-9._-]/-/g') + echo "sanitized=$sanitized" >> $GITHUB_OUTPUT # Save it as job output + + Docker-and-Python-Flask-Service: + runs-on: ubuntu-latest + needs: Get-Branch-Name + steps: + - run: echo "The job was automatically triggered by a ${{ github.event_name }} event." + - run: echo "Job is running on a ${{ runner.os }} server hosted by GitHub" + - run: echo "Branch name is ${{ github.ref }} and repository is ${{ github.repository }}." + + - name: Check out repository code + uses: actions/checkout@v4 + + - name: Set up Python 3.12 + uses: actions/setup-python@v5 + with: + python-version: "3.12" + + - run: echo "The repository ${{ github.repository }} has been cloned to runner." + - run: echo "Workflow is now ready to test code on runner." + + - name: Install required dependencies + run: | + cd ./code/backend + pip install -r requirements.txt + + - name: Build the Docker Image + run: | + cd ./code/backend + docker build -t ${{ env.BACKEND_IMAGE_NAME }}:${{ needs.Get-Branch-Name.outputs.sanitized_branch_name }} . + + - name: Start a new container + run: docker run -p 5000:5000 --name ${{ env.BACKEND_IMAGE_NAME }}-${{ needs.Get-Branch-Name.outputs.sanitized_branch_name }} -d ${{ env.BACKEND_IMAGE_NAME }}:${{ needs.Get-Branch-Name.outputs.sanitized_branch_name }} + + - name: Check files in container + run: | + docker exec ${{ env.BACKEND_IMAGE_NAME }}-${{ needs.Get-Branch-Name.outputs.sanitized_branch_name }} ls /app + + - name: List containers + run: docker ps -a + + - name: Inspect ${{ env.BACKEND_IMAGE_NAME }} + run: docker inspect ${{ env.BACKEND_IMAGE_NAME }}-${{ needs.Get-Branch-Name.outputs.sanitized_branch_name }} + + - name: Stop container + run: docker stop ${{ env.BACKEND_IMAGE_NAME }}-${{ needs.Get-Branch-Name.outputs.sanitized_branch_name }} + + - name: Restart container + run: docker restart ${{ env.BACKEND_IMAGE_NAME }}-${{ needs.Get-Branch-Name.outputs.sanitized_branch_name }} + + - name: Show container status + run: docker ps -a + + - name: Stop container again + run: docker stop ${{ env.BACKEND_IMAGE_NAME }}-${{ needs.Get-Branch-Name.outputs.sanitized_branch_name }} + + - name: Remove container + run: docker rm ${{ env.BACKEND_IMAGE_NAME }}-${{ needs.Get-Branch-Name.outputs.sanitized_branch_name }} + + - run: echo "Docker-and-Python-Flask-Service job's status is ${{ job.status }}." + + + Docker-and-Database-Service: + runs-on: ubuntu-latest + needs: Get-Branch-Name + steps: + - run: echo "The job was automatically triggered by a ${{ github.event_name }} event." + - run: echo "Job is running on a ${{ runner.os }} server hosted by GitHub" + - run: echo "Branch name is ${{ github.ref }} and repository is ${{ github.repository }}." + + - name: Check out repository code + uses: actions/checkout@v4 + + - name: Set up Python 3.12 + uses: actions/setup-python@v5 + with: + python-version: "3.12" + + - run: echo "The repository ${{ github.repository }} has been cloned to runner." + - run: echo "Workflow is now ready to test code on runner." + + - name: Install required dependencies + run: | + cd ./code/database + pip install -r requirements.txt + + - name: Build the Docker Image + run: | + cd ./code/database + docker build -t ${{ env.DATABASE_IMAGE_NAME }}:${{ needs.Get-Branch-Name.outputs.sanitized_branch_name }} . + + - name: Start a new container + run: docker run --name ${{ env.DATABASE_IMAGE_NAME }}-${{ needs.Get-Branch-Name.outputs.sanitized_branch_name }} -d ${{ env.DATABASE_IMAGE_NAME }}:${{ needs.Get-Branch-Name.outputs.sanitized_branch_name }} + + - name: Check files in container + run: | + docker exec ${{ env.DATABASE_IMAGE_NAME }}-${{ needs.Get-Branch-Name.outputs.sanitized_branch_name }} ls /app + + - name: List containers + run: docker ps -a + + - name: Inspect ${{ env.DATABASE_IMAGE_NAME }} + run: docker inspect ${{ env.DATABASE_IMAGE_NAME }}-${{ needs.Get-Branch-Name.outputs.sanitized_branch_name }} + + - name: Stop container + run: docker stop ${{ env.DATABASE_IMAGE_NAME }}-${{ needs.Get-Branch-Name.outputs.sanitized_branch_name }} + + - name: Restart container + run: docker restart ${{ env.DATABASE_IMAGE_NAME }}-${{ needs.Get-Branch-Name.outputs.sanitized_branch_name }} + + - name: Show container status + run: docker ps -a + + - name: Stop container again + run: docker stop ${{ env.DATABASE_IMAGE_NAME }}-${{ needs.Get-Branch-Name.outputs.sanitized_branch_name }} + + - name: Remove container + run: docker rm ${{ env.DATABASE_IMAGE_NAME }}-${{ needs.Get-Branch-Name.outputs.sanitized_branch_name }} + + - run: echo "Docker-and-Sqlite-database-Service job's status is ${{ job.status }}." + + Push-Flask-Image-to-GitHub-Package-Registry: + name: Push Docker Python Flask Image to GitHub Package Registry + needs: [ Get-Branch-Name, Docker-and-Python-Flask-Service ] + runs-on: ubuntu-latest + permissions: + packages: write + contents: read + attestations: write + id-token: write + steps: + - run: echo "The job was automatically triggered by a ${{ github.event_name }} event." + - run: echo "Job is running on a ${{ runner.os }} server hosted by GitHub" + - run: echo "Branch name is ${{ github.ref }} and repository is ${{ github.repository }}." + + - name: Check out repository code + uses: actions/checkout@v4 + - run: echo "The repository ${{ github.repository }} has been cloned to runner." + - run: echo "Workflow is now ready to test code on runner." + + - name: Install required dependencies + run: | + cd ./code/backend + pip install -r requirements.txt + + - name: Login to GitHub Packages registry + uses: docker/login-action@v3 + with: + registry: ${{ env.REGISTRY }} + username: ${{ github.actor }} + password: ${{ secrets.GITHUB_TOKEN }} + + - name: Extract tag data for Docker + id: meta + uses: docker/metadata-action@v5 + with: + images: ${{ env.REGISTRY }}/${{ env.REPO_NAME }}/${{ env.BACKEND_IMAGE_NAME }}:${{ needs.Get-Branch-Name.outputs.sanitized_branch_name }} + + - name: Build and push the Docker Image + id: push + uses: docker/build-push-action@v5 + with: + context: ./code/backend + push: true + tags: ${{ env.REGISTRY }}/${{ env.REPO_NAME }}/${{ env.BACKEND_IMAGE_NAME }}:${{ needs.Get-Branch-Name.outputs.sanitized_branch_name }} + + - run: echo "Push-Flask-Image-to-GitHub-Package-Registry job's status is ${{ job.status }}." + + Push-Database-Image-to-GitHub-Package-Registry: + name: Push Docker Sqlite Database Image to GitHub Package Registry + needs: [ Get-Branch-Name, Docker-and-Database-Service ] + runs-on: ubuntu-latest + permissions: + packages: write + contents: read + attestations: write + id-token: write + steps: + - name: Check out repository code + uses: actions/checkout@v4 + + - name: Install required dependencies + run: | + cd ./code/database + pip install -r requirements.txt + + - name: Login to GitHub Packages registry + uses: docker/login-action@v3 + with: + registry: ${{ env.REGISTRY }} + username: ${{ github.actor }} + password: ${{ secrets.GITHUB_TOKEN }} + + - name: Build and Push the image + id: build_and_push + uses: docker/build-push-action@v5 + with: + context: ./code/database + push: true + tags: ${{ env.REGISTRY }}/${{ env.REPO_NAME }}/${{ env.DATABASE_IMAGE_NAME }}:${{ needs.Get-Branch-Name.outputs.sanitized_branch_name }} + + - run: echo "Push-Database-Image-to-GitHub-Package-Registry job's status is ${{ job.status }}." + + Run-Backend-Unit-Tests: + name: Running backend unit tests + needs: [Get-Branch-Name, Docker-and-Python-Flask-Service, Push-Flask-Image-to-GitHub-Package-Registry ] + runs-on: ubuntu-latest + container: + image: ghcr.io/bumetcs673/seprojects-cs673olf24team6/flask_backend:${{ needs.Get-Branch-Name.outputs.sanitized_branch_name }} + credentials: + username: ${{ github.actor }} + password: ${{ secrets.GITHUB_TOKEN }} + steps: + - name: Run Unit Tests + working-directory: /app/tests + run: pytest process_query_request_test.py + + Run-Database-Unit-Tests: + name: Running database unit tests + needs: [ Get-Branch-Name, Docker-and-Database-Service, Push-Database-Image-to-GitHub-Package-Registry ] + runs-on: ubuntu-latest + container: + image: ghcr.io/bumetcs673/seprojects-cs673olf24team6/sqlite_database:${{ needs.Get-Branch-Name.outputs.sanitized_branch_name }} + credentials: + username: ${{ github.actor }} + password: ${{ secrets.GITHUB_TOKEN }} + steps: + - name: Run test + working-directory: /app/tests + run: pytest movies_unit_test.py + + Publish-Flask-Image-to-GitHub-Package-Registry: + name: Publish Docker Python Flask Image to GitHub Package Registry + needs: [Get-Branch-Name, Docker-and-Python-Flask-Service, Run-Backend-Unit-Tests ] + runs-on: ubuntu-latest + permissions: + packages: write + contents: read + attestations: write + id-token: write + steps: + - run: echo "The job was automatically triggered by a ${{ github.event_name }} event." + - run: echo "Job is running on a ${{ runner.os }} server hosted by GitHub" + - run: echo "Branch name is ${{ github.ref }} and repository is ${{ github.repository }}." + + - name: Check out repository code + uses: actions/checkout@v4 + - run: echo "The repository ${{ github.repository }} has been cloned to runner." + - run: echo "Workflow is now ready to test code on runner." + + - name: Install required dependencies + run: | + cd ./code/backend + pip install -r requirements.txt + + - name: Login to GitHub Packages registry + uses: docker/login-action@v3 + with: + registry: ${{ env.REGISTRY }} + username: ${{ github.actor }} + password: ${{ secrets.GITHUB_TOKEN }} + + - name: Extract tag data for Docker + id: meta + uses: docker/metadata-action@v5 + with: + images: ${{ env.REGISTRY }}/${{ env.REPO_NAME }}/${{ env.BACKEND_IMAGE_NAME }}:${{ needs.Get-Branch-Name.outputs.sanitized_branch_name }} + + - name: Build and push the Docker Image + id: push + uses: docker/build-push-action@v5 + with: + context: ./code/backend + push: true + tags: ${{ env.REGISTRY }}/${{ env.REPO_NAME }}/${{ env.BACKEND_IMAGE_NAME }}:${{ needs.Get-Branch-Name.outputs.sanitized_branch_name }} + + - run: echo "Publish-Flask-Image-to-GitHub-Package-Registry job's status is ${{ job.status }}." + + Publish-Database-Image-to-GitHub-Package-Registry: + name: Publish Docker Database Image to GitHub Package Registry + needs: [Get-Branch-Name, Docker-and-Database-Service, Run-Database-Unit-Tests ] + runs-on: ubuntu-latest + permissions: + packages: write + contents: read + attestations: write + id-token: write + steps: + - name: Check out repository code + uses: actions/checkout@v4 + + - name: Install required dependencies + run: | + cd ./code/database + pip install -r requirements.txt + + - name: Login to GitHub Packages registry + uses: docker/login-action@v3 + with: + registry: ${{ env.REGISTRY }} + username: ${{ github.actor }} + password: ${{ secrets.GITHUB_TOKEN }} + + - name: Extract tag data for Docker + id: meta + uses: docker/metadata-action@v5 + with: + images: ${{ env.REGISTRY }}/${{ env.REPO_NAME }}/${{ env.DATABASE_IMAGE_NAME }}:${{ needs.Get-Branch-Name.outputs.sanitized_branch_name }} + + - name: Build and push the Docker Image + id: push + uses: docker/build-push-action@v5 + with: + context: ./code/database + push: true + tags: ${{ env.REGISTRY }}/${{ env.REPO_NAME }}/${{ env.DATABASE_IMAGE_NAME }}:${{ needs.Get-Branch-Name.outputs.sanitized_branch_name }} + + - run: echo "Publish-Flask-Image-to-GitHub-Package-Registry job's status is ${{ job.status }}." + + Docker-and-Node-Service: + runs-on: ubuntu-latest + needs: Get-Branch-Name + steps: + - run: echo "The job was automatically triggered by a ${{ github.event_name }} event." + - run: echo "Job is running on a ${{ runner.os }} server hosted by GitHub" + - run: echo "Branch name is ${{ github.ref }} and repository is ${{ github.repository }}." + - name: Checking out repository code + uses: actions/checkout@v4 + - run: echo "The repository ${{ github.repository }} has been cloned to runner." + - run: echo "Workflow is now ready to test code on runner." + + - name: Install Node.js + uses: actions/setup-node@v4 + with: + node-version: '22.8.0' + - name: Install npm + working-directory: ./code/frontend + run: npm ci + - name: Install npm react-scripts + run: npm install react-scripts --save + + - name: Build the Docker Image + working-directory: ./code/frontend + run: docker build -t ${{ env.FRONTEND_IMAGE_NAME }}:${{ needs.Get-Branch-Name.outputs.sanitized_branch_name }} . + - name: Start a new container + run: docker run -p 3000:3000 --name ${{ env.FRONTEND_IMAGE_NAME }}-${{ needs.Get-Branch-Name.outputs.sanitized_branch_name }} -d ${{ env.FRONTEND_IMAGE_NAME }}:${{ needs.Get-Branch-Name.outputs.sanitized_branch_name }} + - name: List containers + run: docker ps -a + - name: Inspect ${{ env.FRONTEND_IMAGE_NAME }} + run: docker inspect ${{ env.FRONTEND_IMAGE_NAME }}-${{ needs.Get-Branch-Name.outputs.sanitized_branch_name }} + - name: Stop container + run: docker stop ${{ env.FRONTEND_IMAGE_NAME }}-${{ needs.Get-Branch-Name.outputs.sanitized_branch_name }} + - name: Restart container + run: docker restart ${{ env.FRONTEND_IMAGE_NAME }}-${{ needs.Get-Branch-Name.outputs.sanitized_branch_name }} + - name: Show container status + run: docker ps -a + - name: Stop container again + run: docker stop ${{ env.FRONTEND_IMAGE_NAME }}-${{ needs.Get-Branch-Name.outputs.sanitized_branch_name }} + - name: Remove container + run: docker rm ${{ env.FRONTEND_IMAGE_NAME }}-${{ needs.Get-Branch-Name.outputs.sanitized_branch_name }} + + - run: echo "Docker-and-Node-Service job's status is ${{ job.status }}." + + Push-Node-Image-to-GitHub-Package-Registry: + name: Push Docker Node Image to GitHub Package Registry + needs: [Get-Branch-Name, Docker-and-Node-Service] + runs-on: ubuntu-latest + permissions: + packages: write + contents: read + attestations: write + id-token: write + steps: + - run: echo "The job was automatically triggered by a ${{ github.event_name }} event." + - run: echo "Job is running on a ${{ runner.os }} server hosted by GitHub" + - run: echo "Branch name is ${{ github.ref }} and repository is ${{ github.repository }}." + - name: Check out repository code + uses: actions/checkout@v4 + - run: echo "The repository ${{ github.repository }} has been cloned to runner." + - run: echo "Workflow is now ready to test code on runner." + + - name: Install Node.js + uses: actions/setup-node@v4 + with: + node-version: '22.8.0' + - name: Install npm + working-directory: ./code/frontend + run: npm ci + - name: Install npm react-scripts + run: npm install react-scripts --save + + - name: Login to GitHub Packages registry + uses: docker/login-action@v3 + with: + registry: ${{ env.REGISTRY }} + username: ${{ github.actor }} + password: ${{ secrets.GITHUB_TOKEN }} + + - name: Extract tag data for Docker + id: meta + uses: docker/metadata-action@v5 + with: + images: ${{ env.REGISTRY }}/${{ env.REPO_NAME }}/${{ env.FRONTEND_IMAGE_NAME }}:${{ needs.Get-Branch-Name.outputs.sanitized_branch_name }} + + - name: Build and push the Docker Image + id: push + uses: docker/build-push-action@v5 + with: + context: ./code/frontend + push: true + tags: ${{ env.REGISTRY }}/${{ env.REPO_NAME }}/${{ env.FRONTEND_IMAGE_NAME }}:${{ needs.Get-Branch-Name.outputs.sanitized_branch_name }} + + - run: echo "Push-Node-Image-to-GitHub-Package-Registry job's status is ${{ job.status }}." + + Run-Frontend-Unit-Tests: + name: Running frontend unit tests + needs: [Get-Branch-Name, Push-Node-Image-to-GitHub-Package-Registry] + runs-on: ubuntu-latest + container: + image: ghcr.io/bumetcs673/seprojects-cs673olf24team6/node_frontend:${{ needs.Get-Branch-Name.outputs.sanitized_branch_name }} + credentials: + username: ${{ github.actor }} + password: ${{ secrets.GITHUB_TOKEN }} + steps: + - name: Run Unit Tests + working-directory: /src/src/tests + run: npm test submitform.test.js + + Publish-Node-Image-to-GitHub-Package-Registry: + name: Publish Docker Node Image to GitHub Package Registry + needs: [Get-Branch-Name, Run-Frontend-Unit-Tests] + runs-on: ubuntu-latest + permissions: + packages: write + contents: read + attestations: write + id-token: write + steps: + - run: echo "The job was automatically triggered by a ${{ github.event_name }} event." + - run: echo "Job is running on a ${{ runner.os }} server hosted by GitHub" + - run: echo "Branch name is ${{ github.ref }} and repository is ${{ github.repository }}." + - name: Check out repository code + uses: actions/checkout@v4 + - run: echo "The repository ${{ github.repository }} has been cloned to runner." + - run: echo "Workflow is now ready to test code on runner." + + - name: Install Node.js + uses: actions/setup-node@v4 + with: + node-version: '22.8.0' + - name: Install npm + working-directory: ./code/frontend + run: npm ci + - name: Install npm react-scripts + run: npm install react-scripts --save + + - name: Login to GitHub Packages registry + uses: docker/login-action@v3 + with: + registry: ${{ env.REGISTRY }} + username: ${{ github.actor }} + password: ${{ secrets.GITHUB_TOKEN }} + + - name: Extract tag data for Docker + id: meta + uses: docker/metadata-action@v5 + with: + images: ${{ env.REGISTRY }}/${{ env.REPO_NAME }}/${{ env.FRONTEND_IMAGE_NAME }}:${{ needs.Get-Branch-Name.outputs.sanitized_branch_name }} + + - name: Build and push the Docker Image + id: push + uses: docker/build-push-action@v5 + with: + context: ./code/frontend + push: true + tags: ${{ env.REGISTRY }}/${{ env.REPO_NAME }}/${{ env.FRONTEND_IMAGE_NAME }}:${{ needs.Get-Branch-Name.outputs.sanitized_branch_name }} + + - run: echo "Publish-Node-Image-to-GitHub-Package-Registry job's status is ${{ job.status }}." diff --git a/.gitignore b/.gitignore new file mode 100644 index 000000000..62c893550 --- /dev/null +++ b/.gitignore @@ -0,0 +1 @@ +.idea/ \ No newline at end of file diff --git a/README.md b/README.md index 802192f46..d49ce2dec 100644 --- a/README.md +++ b/README.md @@ -1,2 +1,180 @@ -# GroupProjectTemplate -Please make sure to modify this readme file as well as the "about" property of the project! +# Team Blockbuster - Top Movies API + +#### BU MET CS673 O1: Software Engineering, Fall 2024 - Team 6 + +## Project Description + +Team Blockbuster is creating a microservice Data Science application which will provide the ability to query and display +movie data based on various user inputs using the Kaggle IMDB Top 250 Movies dataset: + + +## Motivation + +This application provides information for people who are curious about movie trends such as movies ratings across +different countries, movie durations, or specific movie genres and categories, etc. This information can help people +working in the film industry or similar industries in making important movie development choices. + +## Framework + +This microservice based application is built using a **Python Flask** framework where **ReactJS** will be used to create +a frontend web-page where the user can input data points and **Python** will be used to manage backend operations that +generate the movie data based on the input data received. **SQLite** will be used as the application's database. + +Overview: + +- **Frontend:** ReactJS +- **Backend:** Python +- **Database:** SQLite + +## Tools Used + +The following technologies will be used for our project: + +- PyCharm Community (**2024.2.2**) +- GitHub Actions +- Python (**v3.12**) +- pip (**v24.2**) + * Python Flask + * PyLint + * Pandas +- Docker (**v27.2.0**) + * Docker Compose (**v2.29.2-desktop.2**) +- Podman (**5.2.2**) +- nodeJS (**v20.17.0**) +- SQLite (**v3**) + +## Installation and Set Up + +##### Please install the specific versions mentioned in the **Tools Used** section above. + +**PyCharm Community** + +Please follow download and installation instructions from the link: +https://www.jetbrains.com/pycharm/download/ depending on OS. + +**Docker** + +Please follow download and installation instructions from the link: https://www.docker.com/ depending on OS. + +**Docker Compose** + +Docker Compose is part of the Docker installation process. + +**nodeJS** + +Please follow download and installation instructions from the link: https://nodejs.org/en depending on OS. + +**Python** + +Please follow download and installation instructions from the link: https://www.python.org/ depending on OS. + +**pip** + +pip should be installed with the Python downloaded from https://www.python.org/. + +**Python Flask** + +Using the Python version installed along with pip, please follow the instructions at the link: +https://flask.palletsprojects.com/en/3.0.x/installation/. + +**Pandas** +Using the Python version that is installed along with, please use pip to install: Pandas pip3 install pandas + +**SQLite** + +sqlite3 is part of the Python library when Python was downloaded and installed. + +For more information please refer to this link: https://docs.python.org/3/library/sqlite3.html + +## How to Run Software + +1. Open a command line console and clone the main branch of this repository (SSH approach) in location of choice using + the command below: + + `git clone git@github.com:BUMETCS673/seprojects-cs673olf24team6.git` + + Note: SSH approach was used for the command above. Please follow the appropriate GitHub guidelines to set up SSH + keys before cloning this repository. + +2. Using either file manager or a terminal window navigate to the code directory. + +3. To run this application the services must be started in the correct order or an error may occur. The first service to + start is Python Flask + - `cd backend` or navigate to backend directory + - To run the application using Python use `python3 backend.py` + - To run the application using Docker or Podman run the commands below + - docker build -t flask_backend . + - docker run -p 5000:5000 -t flask_backend + +4. To Run the frontend application you need be in the /code/frontend directory. + - To run the application using Node use `npm start` + - To run the application using Docker or Podman run the commands below + - docker build -t node-frontend . + - docker run -p 3000:3000 -t node-frontend + +5. At this stage in the project you will need to allow a web-browser to open or open web-browser and navigate to + localhost:3000 where you will be able to view the frontend application + +## How to Run Tests + +### Frontend +1. From frontend directory +2. Podman/Docker build -t node_frontend . +3. Podman/Docker run -idt --name node_frontend node_frontend +4. Podman/Docker exec -it node_frontend /bin/bash +5. ` npm test` + + +### Backend +1. From backend directory +2. Podman/Docker build -t flask_backend . +3. Podman/Docker run -idt --name flask_backend flask_backend +4. Podman/Docker exec -it flask_backend /bin/bash +5. `cd tests` +6. `pytest process_query_request_test.py` + +### Database +1. From database directory +2. Podman/Docker build -t database . +3. Podman/Docker run -idt --name database database +4. Podman/Docker exec -it database /bin/bash +5. `cd tests` +6. `pytest movies_unit_test.py` + +## Credits + +**Course Instructor:** Yuting Zhang + +**Facilitators:** Steve Chin, Trevor Michelson + +**Tools Installation Information** +* Docker: https://www.docker.com/ + - Docker Compose +* Podman +* nodeJS: https://nodejs.org/en +* Python: https://www.python.org/ + - pip + - flask + - pandas + - pylint +* SQLite: https://docs.python.org/3/library/sqlite3.html + +**Dataset Information** +* Kaggle IMDB Top 250 Movies dataset: , +* By Chidambara Raju G (2022) + +## Meet the Team + +**Team Leader:** Joshua Shilts + +**Requirements Leader:** Elizabeth Tyree + +**Design and Implementation Leader:** Elizabeth Tyree + +**Configuration Leader:** Ricky Zheng + +**QA Leader:** Alex Flinchum + +**Security Leader:** James Zheng + +[Contributors Information](./team.md) diff --git a/code/backend/.gitignore b/code/backend/.gitignore new file mode 100644 index 000000000..2e848d89c --- /dev/null +++ b/code/backend/.gitignore @@ -0,0 +1,4 @@ +.pytestcache +.idea +src/__pycache__ +tests/__pycache__ \ No newline at end of file diff --git a/code/backend/Dockerfile b/code/backend/Dockerfile new file mode 100755 index 000000000..c1a37b2e1 --- /dev/null +++ b/code/backend/Dockerfile @@ -0,0 +1,19 @@ +FROM python:3.11-slim + +WORKDIR /app + +COPY . /app + +# Copy requirements file first to leverage Docker cache if requirements haven't changed +COPY requirements.txt . + +RUN pip install --no-cache-dir -r requirements.txt + +# Set PYTHONPATH environment variable +ENV PYTHONPATH=/app + +RUN pip install -r requirements.txt + +EXPOSE 5000 + +CMD ["python", "src/backend.py"] diff --git a/code/backend/requirements.txt b/code/backend/requirements.txt new file mode 100755 index 000000000..8b50c645b --- /dev/null +++ b/code/backend/requirements.txt @@ -0,0 +1,3 @@ +Flask~=3.0.3 +flask-cors~=5.0.0 +pytest~=7.4.0 diff --git a/code/backend/src/backend.py b/code/backend/src/backend.py new file mode 100755 index 000000000..dab27fd0f --- /dev/null +++ b/code/backend/src/backend.py @@ -0,0 +1,55 @@ +from flask_cors import CORS +from flask import Flask, request, jsonify +import json + +app = Flask(__name__) +CORS(app) + +# TODO Remove when Alex changes have merged +@app.route('/api/getData', methods=['POST']) +def get_data(): + data = request.json + input1 = data.get('input1') + input2 = data.get('input2') + + # Example logic using the inputs + response_message = f"Received input1: {input1}, input2: {input2}" + + return jsonify({'message': response_message}) + + +@app.route('/processQueryRequest', methods=['POST']) +def process_data_request(): + data = request.json + + # Add error handling for invalid or missing JSON + if not data: + return jsonify({"error": "Invalid or missing JSON data"}), 400 + + app.logger.info(f"Received: {json.dumps(data)})") + + data_diction = db_query(data) + + response_message = (f"Rank: {data.get('rank')}, \n" + f"Title: {data.get('title')}, \n" + f"Release start: {data.get('release_start')}, \n" + f"Release end: {data.get('release_end')}, \n" + f"Score: {data.get('score')}, \n" + f"Genre: {data.get('genre_select')}, \n" + f"Rating: {data.get('rating_select')}, \n" + f"Budget: {data.get('budget')}, \n" + f"Box Office: {data.get('box_office')}, \n" + f"Cast: {data.get('cast_select')}, \n" + f"Director: {data.get('director_select')}, \n" + f"Writer: {data.get('writer_select')}") + + return jsonify({'Python Received': response_message}), 200 + +def db_query(data): + #conn(db) + return "Select * {data.get('rank')}" + + +if __name__ == '__main__': + # Run this application on local host on port 5000 + app.run(host='0.0.0.0', port=5000, debug=True) diff --git a/code/backend/tests/process_query_request_test.py b/code/backend/tests/process_query_request_test.py new file mode 100755 index 000000000..e584412a8 --- /dev/null +++ b/code/backend/tests/process_query_request_test.py @@ -0,0 +1,55 @@ +from src import backend +import pytest +import json + + +@pytest.fixture +def test_client(): + with backend.app.test_client() as client: + yield client + + +def test_process_data_request(test_client): + + incoming_request = { + 'rank': 1, + 'title': 'Monty Python', + 'release_start': '1955-07-16', + 'release_end': '1999-09-10', + 'score': 10.0, + 'genre_select': 'Legend', + 'rating_select': 'R?', + 'budget': 20, + 'box_office': 829895144000, + 'cast_select': 'All dead', + 'director_select': 'Monty Python?', + 'writer_select': 'Monty Python?' + } + + response = test_client.post('/processQueryRequest', + data=json.dumps(incoming_request), + content_type='application/json') + + # Verify that respose is ok type + assert response.status_code == 200 + + # Check if the response contains expected data + expected_message = (f"Rank: 1, \n" + f"Title: Monty Python, \n" + f"Release start: 1955-07-16, \n" + f"Release end: 1999-09-10, \n" + f"Score: 10.0, \n" + f"Genre: Legend, \n" + f"Rating: R?, \n" + f"Budget: 20, \n" + f"Box Office: 829895144000, \n" + f"Cast: All dead, \n" + f"Director: Monty Python?, \n" + f"Writer: Monty Python?") + + response_data = json.loads(response.data) + + # Test to ensure the response it correctly formatted + assert 'Python Received' in response_data + # Verify test has the expected data + assert response_data['Python Received'] == expected_message \ No newline at end of file diff --git a/code/database/Dockerfile b/code/database/Dockerfile new file mode 100644 index 000000000..723bbfa76 --- /dev/null +++ b/code/database/Dockerfile @@ -0,0 +1,20 @@ +FROM python:3.11-slim + +# Allows use to access database from shell +RUN apt-get update && apt-get install -y sqlite3 + +WORKDIR /app + +COPY . /app + +# Copy requirements file first to leverage Docker cache if requirements haven't changed +COPY requirements.txt . + +RUN pip install --no-cache-dir -r requirements.txt + +# Set PYTHONPATH environment variable +#ENV PYTHONPATH=/app + +RUN python /app/src/start_movies.py + +CMD [ "tail", "-f", "/dev/null"] diff --git a/code/database/requirements.txt b/code/database/requirements.txt new file mode 100644 index 000000000..3d5d7b141 --- /dev/null +++ b/code/database/requirements.txt @@ -0,0 +1,2 @@ +pandas==2.2.3 +pytest==7.4.0 \ No newline at end of file diff --git a/code/database/src/IMDB_Top_250_Movies.csv b/code/database/src/IMDB_Top_250_Movies.csv new file mode 100755 index 000000000..2050fbe17 --- /dev/null +++ b/code/database/src/IMDB_Top_250_Movies.csv @@ -0,0 +1,251 @@ +rank,name,year,rating,genre,certificate,run_time,tagline,budget,box_office,casts,directors,writers +1,The Shawshank Redemption,1994,9.3,Drama,R,2h 22m,Fear can hold you prisoner. Hope can set you free.,25000000,28884504,"Tim Robbins,Morgan Freeman,Bob Gunton,William Sadler,Clancy Brown,Gil Bellows,Mark Rolston,James Whitmore,Jeffrey DeMunn,Larry Brandenburg,Neil Giuntoli,Brian Libby,David Proval,Joseph Ragno,Jude Ciccolella,Paul McCrane,Renee Blaine,Scott Mann",Frank Darabont,"Stephen King,Frank Darabont" +2,The Godfather,1972,9.2,"Crime,Drama",R,2h 55m,An offer you can't refuse.,6000000,250341816,"Marlon Brando,Al Pacino,James Caan,Diane Keaton,Richard S. Castellano,Robert Duvall,Sterling Hayden,John Marley,Richard Conte,Al Lettieri,Abe Vigoda,Talia Shire,Gianni Russo,John Cazale,Rudy Bond,Al Martino,Morgana King,Lenny Montana",Francis Ford Coppola,"Mario Puzo,Francis Ford Coppola" +3,The Dark Knight,2008,9.0,"Action,Crime,Drama",PG-13,2h 32m,Why So Serious?,185000000,1006234167,"Christian Bale,Heath Ledger,Aaron Eckhart,Michael Caine,Maggie Gyllenhaal,Gary Oldman,Morgan Freeman,Monique Gabriela Curnen,Ron Dean,Cillian Murphy,Chin Han,Nestor Carbonell,Eric Roberts,Ritchie Coster,Anthony Michael Hall,Keith Szarabajka,Colin McFarlane,Joshua Harto",Christopher Nolan,"Jonathan Nolan,Christopher Nolan,David S. Goyer" +4,The Godfather Part II,1974,9.0,"Crime,Drama",R,3h 22m,All the power on earth can't change destiny.,13000000,47961919,"Al Pacino,Robert De Niro,Robert Duvall,Diane Keaton,John Cazale,Talia Shire,Lee Strasberg,Michael V. Gazzo,G.D. Spradlin,Richard Bright,Gastone Moschin,Tom Rosqui,Bruno Kirby,Frank Sivero,Francesca De Sapio,Morgana King,Marianna Hill,Leopoldo Trieste",Francis Ford Coppola,"Francis Ford Coppola,Mario Puzo" +5,12 Angry Men,1957,9.0,"Crime,Drama",Approved,1h 36m,Life Is In Their Hands -- Death Is On Their Minds!,350000,955,"Henry Fonda,Lee J. Cobb,Martin Balsam,John Fiedler,E.G. Marshall,Jack Klugman,Edward Binns,Jack Warden,Joseph Sweeney,Ed Begley,George Voskovec,Robert Webber,Rudy Bond,Tom Gorman,James Kelly,Billy Nelson,John Savoca,Walter Stocker",Sidney Lumet,Reginald Rose +6,Schindler's List,1993,9.0,"Biography,Drama,History",R,3h 15m,"Whoever saves one life, saves the world entire.",22000000,322161245,"Liam Neeson,Ralph Fiennes,Ben Kingsley,Caroline Goodall,Jonathan Sagall,Embeth Davidtz,Malgorzata Gebel,Shmuel Levy,Mark Ivanir,Béatrice Macola,Andrzej Seweryn,Friedrich von Thun,Krzysztof Luft,Harry Nehring,Norbert Weisser,Adi Nitzan,Michael Schneider,Miri Fabian",Steven Spielberg,"Thomas Keneally,Steven Zaillian" +7,The Lord of the Rings: The Return of the King,2003,9.0,"Action,Adventure,Drama",PG-13,3h 21m,The eye of the enemy is moving.,94000000,1146457748,"Elijah Wood,Viggo Mortensen,Ian McKellen,Orlando Bloom,Noel Appleby,Ali Astin,Sean Astin,David Aston,John Bach,Sean Bean,Cate Blanchett,Billy Boyd,Sadwyn Brophy,Alistair Browning,Marton Csokas,Richard Edge,Jason Fitch,Bernard Hill",Peter Jackson,"J.R.R. Tolkien,Fran Walsh,Philippa Boyens" +8,Pulp Fiction,1994,8.9,"Crime,Drama",R,2h 34m,Girls like me don't make invitations like this to just anyone!,8000000,213928762,"John Travolta,Uma Thurman,Samuel L. Jackson,Bruce Willis,Tim Roth,Amanda Plummer,Laura Lovelace,Phil LaMarr,Frank Whaley,Burr Steers,Ving Rhames,Paul Calderon,Bronagh Gallagher,Rosanna Arquette,Eric Stoltz,Jerome Patrick Hoban,Michael Gilden,Gary Shorelle",Quentin Tarantino,"Quentin Tarantino,Roger Avary" +9,The Lord of the Rings: The Fellowship of the Ring,2001,8.8,"Action,Adventure,Drama",PG-13,2h 58m,The Legend Comes to Life,93000000,898204420,"Elijah Wood,Ian McKellen,Orlando Bloom,Sean Bean,Alan Howard,Noel Appleby,Sean Astin,Sala Baker,Billy Boyd,Andy Serkis,Marton Csokas,Viggo Mortensen,Megan Edwards,Michael Elsworth,Cate Blanchett,Mark Ferguson,Ian Holm,Christopher Lee",Peter Jackson,"J.R.R. Tolkien,Fran Walsh,Philippa Boyens" +10,"The Good, the Bad and the Ugly",1966,8.8,"Adventure,Western",Approved,2h 58m,They formed an alliance of hate to steal a fortune in dead man's gold,1200000,25253887,"Clint Eastwood,Eli Wallach,Lee Van Cleef,Aldo Giuffrè,Luigi Pistilli,Rada Rassimov,Enzo Petito,Claudio Scarchilli,John Bartha,Livio Lorenzon,Antonio Casale,Sandro Scarchilli,Benito Stefanelli,Angelo Novi,Antonio Casas,Aldo Sambrell,Al Mulock,Sergio Mendizábal",Sergio Leone,"Luciano Vincenzoni,Sergio Leone,Agenore Incrocci" +11,Forrest Gump,1994,8.8,"Drama,Romance",PG-13,2h 22m,The story of a lifetime.,55000000,678226465,"Tom Hanks,Robin Wright,Gary Sinise,Sally Field,Rebecca Williams,Michael Conner Humphreys,Harold G. Herthum,George Kelly,Bob Penny,John Randall,Sam Anderson,Margo Moorer,Ione M. Telech,Christine Seabrook,John Worsham,Peter Dobson,Siobhan Fallon Hogan,Alexander Zemeckis",Robert Zemeckis,"Winston Groom,Eric Roth" +12,Fight Club,1999,8.8,Drama,R,2h 19m,How much can you know about yourself if you've never been in a fight?,63000000,101209702,"Brad Pitt,Edward Norton,Meat Loaf,Zach Grenier,Richmond Arquette,David Andrews,George Maguire,Eugenie Bondurant,Christina Cabot,Helena Bonham Carter,Sydney 'Big Dawg' Colston,Rachel Singer,Christie Cronenweth,Tim DeZarn,Ezra Buzzington,Dierdre Downing-Jackson,Bob Stephenson,Charlie Dell",David Fincher,"Chuck Palahniuk,Jim Uhls" +13,The Lord of the Rings: The Two Towers,2002,8.8,"Action,Adventure,Drama",PG-13,2h 59m,A New Power Is Rising.,94000000,947944270,"Elijah Wood,Ian McKellen,Viggo Mortensen,Orlando Bloom,Bruce Allpress,Sean Astin,John Bach,Sala Baker,Cate Blanchett,Billy Boyd,Jed Brophy,Sam Comery,Brad Dourif,Calum Gittins,Bernard Hill,Bruce Hopkins,Paris Howe Strewe,Christopher Lee",Peter Jackson,"J.R.R. Tolkien,Fran Walsh,Philippa Boyens" +14,Inception,2010,8.8,"Action,Adventure,Sci-Fi",PG-13,2h 28m,Your mind is the scene of the crime,160000000,836848102,"Leonardo DiCaprio,Joseph Gordon-Levitt,Elliot Page,Ken Watanabe,Tom Hardy,Dileep Rao,Cillian Murphy,Tom Berenger,Marion Cotillard,Pete Postlethwaite,Michael Caine,Lukas Haas,Tai-Li Lee,Claire Geare,Magnus Nolan,Taylor Geare,Johnathan Geare,Tohoru Masamune",Christopher Nolan,Christopher Nolan +15,Star Wars: Episode V - The Empire Strikes Back,1980,8.7,"Action,Adventure,Fantasy",PG,2h 4m,The Adventure Continues...,18000000,538375067,"Mark Hamill,Harrison Ford,Carrie Fisher,Billy Dee Williams,Anthony Daniels,David Prowse,Peter Mayhew,Kenny Baker,Frank Oz,Alec Guinness,Jeremy Bulloch,John Hollis,Jack Purvis,Des Webb,Clive Revill,Kenneth Colley,Julian Glover,Michael Sheard",Irvin Kershner,"Leigh Brackett,Lawrence Kasdan,George Lucas" +16,The Matrix,1999,8.7,"Action,Sci-Fi",R,2h 16m,Free your mind,63000000,467222728,"Keanu Reeves,Laurence Fishburne,Carrie-Anne Moss,Hugo Weaving,Gloria Foster,Joe Pantoliano,Marcus Chong,Julian Arahanga,Matt Doran,Belinda McClory,Anthony Ray Parker,Paul Goddard,Robert Taylor,David Aston,Marc Aden Gray,Ada Nicodemou,Deni Gordon,Rowan Witt","Lana Wachowski,Lilly Wachowski","Lilly Wachowski,Lana Wachowski" +17,Goodfellas,1990,8.7,"Biography,Crime,Drama",R,2h 25m,"""As far back as I can remember, I've always wanted to be a gangster."" -- Henry Hill, Brooklyn, N.Y. 1955.",25000000,47036784,"Robert De Niro,Ray Liotta,Joe Pesci,Lorraine Bracco,Paul Sorvino,Frank Sivero,Tony Darrow,Mike Starr,Frank Vincent,Chuck Low,Frank DiLeo,Henny Youngman,Gina Mastrogiacomo,Catherine Scorsese,Charles Scorsese,Suzanne Shepherd,Debi Mazar,Margo Winkler",Martin Scorsese,"Nicholas Pileggi,Martin Scorsese" +18,One Flew Over the Cuckoo's Nest,1975,8.7,Drama,18+,2h 13m,"If he's crazy, what does that make you?",3000000,109114817,"Jack Nicholson,Louise Fletcher,Michael Berryman,Peter Brocco,Dean R. Brooks,Alonzo Brown,Scatman Crothers,Mwako Cumbuka,Danny DeVito,William Duell,Josip Elic,Lan Fendors,Nathan George,Ken Kenny,Mel Lambert,Sydney Lassick,Kay Lee,Christopher Lloyd",Milos Forman,"Lawrence Hauben,Bo Goldman,Ken Kesey" +19,Se7en,1995,8.6,"Crime,Drama,Mystery",R,2h 7m,"Long is the way, and hard, that out of hell leads up to light.",33000000,327333559,"Morgan Freeman,Brad Pitt,Kevin Spacey,Andrew Kevin Walker,Daniel Zacapa,Gwyneth Paltrow,John Cassini,Bob Mack,Peter Crombie,Reg E. Cathey,R. Lee Ermey,George Christy,Endre Hules,Hawthorne James,William Davidson,Bob Collins,Jimmy Dale Hartsell,Richard Roundtree",David Fincher,Andrew Kevin Walker +20,Seven Samurai,1954,8.6,"Action,Drama",Not Rated,3h 27m,Will Take Its Place With the Seven Greatest Films of All Time!,125000000,346258,"Toshirô Mifune,Takashi Shimura,Keiko Tsushima,Yukiko Shimazaki,Kamatari Fujiwara,Daisuke Katô,Isao Kimura,Minoru Chiaki,Seiji Miyaguchi,Yoshio Kosugi,Bokuzen Hidari,Yoshio Inaba,Yoshio Tsuchiya,Kokuten Kôdô,Eijirô Tôno,Kichijirô Ueda,Jun Tatara,Atsushi Watanabe",Akira Kurosawa,"Akira Kurosawa,Shinobu Hashimoto,Hideo Oguni" +21,It's a Wonderful Life,1946,8.6,"Drama,Family,Fantasy",PG,2h 10m,"Frank Capra's...""It's a Wonderful Life"".",3180000,8574081,"James Stewart,Donna Reed,Lionel Barrymore,Thomas Mitchell,Henry Travers,Beulah Bondi,Frank Faylen,Ward Bond,Gloria Grahame,H.B. Warner,Frank Albertson,Todd Karns,Samuel S. Hinds,Mary Treen,Virginia Patton,Charles Williams,Sarah Edwards,William Edmunds",Frank Capra,"Frances Goodrich,Albert Hackett,Frank Capra" +22,The Silence of the Lambs,1991,8.6,"Crime,Drama,Thriller",R,1h 58m,"Dr. Hannibal Lecter. Brilliant. Cunning. Psychotic. In his mind lies the clue to a ruthless killer. - Clarice Starling, FBI. Brilliant. Vulnerable. Alone. She must trust him to stop the killer.",19000000,272742922,"Jodie Foster,Anthony Hopkins,Lawrence A. Bonney,Kasi Lemmons,Lawrence T. Wrentz,Scott Glenn,Anthony Heald,Frankie Faison,Don Brockett,Frank Seals Jr.,Stuart Rudin,Maria Skorobogatov,Jeffrie Lane,Leib Lensky,George 'Red' Schwartz,Jim Roche,Brooke Smith,Ted Levine",Jonathan Demme,"Thomas Harris,Ted Tally" +23,City of God,2002,8.6,"Crime,Drama",R,2h 10m,"If you run, the beast will get you. If you stay, the beast will eat you",$3300000,30680793,"Alexandre Rodrigues,Leandro Firmino,Matheus Nachtergaele,Phellipe Haagensen,Douglas Silva,Jonathan Haagensen,Seu Jorge,Jefechander Suplino,Alice Braga,Emerson Gomes,Edson Oliveira,Michel Gomes,Roberta Rodrigues,Luis Otávio,Kiko Marques,Gustavo Engrácia,Darlan Cunha,Robson Rocha","Fernando Meirelles,Kátia Lund(co-director)","Paulo Lins,Bráulio Mantovani" +24,Saving Private Ryan,1998,8.6,"Drama,War",R,2h 49m,"In the Last Great Invasion of the Last Great War, The Greatest Danger for Eight Men was Saving... One.",70000000,482349603,"Tom Hanks,Matt Damon,Tom Sizemore,Edward Burns,Barry Pepper,Adam Goldberg,Vin Diesel,Giovanni Ribisi,Jeremy Davies,Ted Danson,Paul Giamatti,Dennis Farina,Joerg Stadler,Max Martini,Dylan Bruno,Daniel Cerqueira,Demetri Goritsas,Ian Porter",Steven Spielberg,Robert Rodat +25,Interstellar,2014,8.6,"Adventure,Drama,Sci-Fi",PG-13,2h 49m,Mankind was born on Earth. It was never meant to die here.,165000000,773867216,"Matthew McConaughey,Anne Hathaway,Jessica Chastain,Mackenzie Foy,Ellen Burstyn,John Lithgow,Timothée Chalamet,David Oyelowo,Collette Wolfe,Francis X. McCarthy,Bill Irwin,Andrew Borba,Wes Bentley,William Devane,Michael Caine,David Gyasi,Josh Stewart,Casey Affleck",Christopher Nolan,"Jonathan Nolan,Christopher Nolan" +26,Life Is Beautiful,1997,8.6,"Comedy,Drama,Romance",PG-13,1h 56m,"An unforgettable fable that proves love, family and imagination conquer all. (Canadian one sheet)",20000000,230098753,"Roberto Benigni,Nicoletta Braschi,Giorgio Cantarini,Giustino Durano,Sergio Bini Bustric,Marisa Paredes,Horst Buchholz,Lidia Alfonsi,Giuliana Lojodice,Amerigo Fontani,Pietro De Silva,Francesco Guzzo,Raffaella Lebboroni,Claudio Alfonsi,Gil Baroni,Massimo Bianchi,Jürgen Bohn,Verena Buratti",Roberto Benigni,"Vincenzo Cerami,Roberto Benigni" +27,The Green Mile,1999,8.6,"Crime,Drama,Fantasy",R,3h 9m,Miracles do happen.,60000000,286801374,"Tom Hanks,Michael Clarke Duncan,David Morse,Bonnie Hunt,James Cromwell,Michael Jeter,Graham Greene,Doug Hutchison,Sam Rockwell,Barry Pepper,Jeffrey DeMunn,Patricia Clarkson,Harry Dean Stanton,Dabbs Greer,Eve Brent,William Sadler,Mack Miles,Rai Tasco",Frank Darabont,"Stephen King,Frank Darabont" +28,Star Wars: Episode IV - A New Hope,1977,8.6,"Action,Adventure,Fantasy",PG,2h 1m,It's Back! The Force will be with you for three weeks only. (1979 Reissue Poster),11000000,775398007,"Mark Hamill,Harrison Ford,Carrie Fisher,Alec Guinness,Peter Cushing,Anthony Daniels,Kenny Baker,Peter Mayhew,David Prowse,Phil Brown,Shelagh Fraser,Jack Purvis,Alex McCrindle,Eddie Byrne,Drewe Henley,Denis Lawson,Garrick Hagon,Jack Klaff",George Lucas,George Lucas +29,Terminator 2: Judgment Day,1991,8.6,"Action,Sci-Fi",R,2h 17m,It's nothing personal.,102000000,520881154,"Arnold Schwarzenegger,Linda Hamilton,Edward Furlong,Robert Patrick,Earl Boen,Joe Morton,S. Epatha Merkerson,Castulo Guerra,Danny Cooksey,Jenette Goldstein,Xander Berkeley,Leslie Hamilton Gearren,Ken Gibbel,Robert Winley,Peter Schrum,Shane Wilder,Michael Edwards,Jared Lounsbery",James Cameron,"James Cameron,William Wisher" +30,Back to the Future,1985,8.5,"Adventure,Comedy,Sci-Fi",PG,1h 56m,He's the only kid ever to get into trouble before he was born. [UK],19000000,383336762,"Michael J. Fox,Christopher Lloyd,Lea Thompson,Crispin Glover,Tom Wilson,Claudia Wells,Marc McClure,Wendie Jo Sperber,George DiCenzo,Frances Lee McCain,James Tolkan,J.J. Cohen,Casey Siemaszko,Billy Zane,Harry Waters Jr.,Donald Fullilove,Lisa Freeman,Cristen Kauffman",Robert Zemeckis,"Robert Zemeckis,Bob Gale" +31,Spirited Away,2001,8.6,"Animation,Adventure,Family",PG,2h 5m,The tunnel led Chihiro to a mysterious town.,19000000,355822319,"Daveigh Chase,Suzanne Pleshette,Miyu Irino,Rumi Hiiragi,Mari Natsuki,Takashi Naitô,Yasuko Sawaguchi,Tatsuya Gashûin,Ryûnosuke Kamiki,Yumi Tamai,Yô Ôizumi,Koba Hayashi,Tsunehiko Kamijô,Takehiko Ono,Bunta Sugawara,Shigeru Wakita,Shirô Saitô,Michiko Yamamoto",Hayao Miyazaki,Hayao Miyazaki +32,The Pianist,2002,8.5,"Biography,Drama,Music",R,2h 30m,Music was his passion. Survival was his masterpiece.,35000000,120072577,"Adrien Brody,Thomas Kretschmann,Frank Finlay,Emilia Fox,Michal Zebrowski,Ed Stoppard,Maureen Lipman,Jessica Kate Meyer,Julia Rayner,Wanja Mues,Richard Ridings,Nomi Sharron,Anthony Milner,Lucy Skeaping,Roddy Skeaping,Ben Harlan,Thomas Lawinky,Joachim Paul Assböck",Roman Polanski,"Ronald Harwood,Wladyslaw Szpilman" +33,Psycho,1960,8.5,"Horror,Mystery,Thriller",R,1h 49m,The picture you MUST see from the beginning... Or not at all!... For no one will be seated after the start of... Alfred Hitchcock's greatest shocker Psycho.,806947,32052925,"Anthony Perkins,Janet Leigh,Vera Miles,John Gavin,Martin Balsam,John McIntire,Simon Oakland,Frank Albertson,Patricia Hitchcock,Vaughn Taylor,Lurene Tuttle,John Anderson,Mort Mills,Fletcher Allen,Walter Bacon,Prudence Beers,Kit Carson,Francis De Sales",Alfred Hitchcock,"Joseph Stefano,Robert Bloch" +34,Parasite,2019,8.5,"Drama,Thriller",R,2h 12m,Misplaced familyhood (Australia/New Zealand/Singapore),11400000,262676096,"Song Kang-ho,Lee Sun-kyun,Cho Yeo-jeong,Choi Woo-sik,Park So-dam,Lee Jeong-eun,Jang Hye-jin,Park Myeong-hoon,Jung Ji-so,Jung Hyun-jun,Park Keun-rok,Jung Yi-seo,Jo Jae-myeong,Jung Ik-han,Kim Kyu-baek,Hwang In-kyung,Ahn Seong-bong,Kim Jin-hyung",Bong Joon Ho,"Bong Joon Ho,Han Jin-won" +35,Léon: The Professional,1994,8.5,"Action,Crime,Drama",R,1h 50m,"If you want the job done right, hire a professional.",RF 115000000,19569225,"Jean Reno,Gary Oldman,Natalie Portman,Danny Aiello,Peter Appel,Willi One Blood,Don Creech,Keith A. Glascoe,Randolph Scott,Michael Badalucco,Ellen Greene,Elizabeth Regen,Carl J. Matusovich,Frank Senger,Lucius Wyatt Cherokee,Eric Challier,Luc Bernard,Maïwenn",Luc Besson,Luc Besson +36,The Lion King,1994,8.5,"Animation,Adventure,Drama",G,1h 28m,See it for the first time ever in 3D (2011 3D re-release),45000000,968511805,"Matthew Broderick,Jeremy Irons,James Earl Jones,Whoopi Goldberg,Rowan Atkinson,Niketa Calame-Harris,Jim Cummings,Robert Guillaume,Moira Kelly,Nathan Lane,Zoe Leader,Cheech Marin,Ernie Sabella,Madge Sinclair,Jonathan Taylor Thomas,Frank Welker,Cathy Cavadini,Judi M. Durand","Roger Allers,Rob Minkoff","Irene Mecchi,Jonathan Roberts,Linda Woolverton" +37,Gladiator,2000,8.5,"Action,Adventure,Drama",R,2h 35m,"Father of a murdered son, husband to a murdered wife and I shall have my vengeance in this life or the next",103000000,503162313,"Russell Crowe,Joaquin Phoenix,Connie Nielsen,Oliver Reed,Richard Harris,Derek Jacobi,Djimon Hounsou,David Schofield,John Shrapnel,Tomas Arana,Ralf Moeller,Spencer Treat Clark,David Hemmings,Tommy Flanagan,Sven-Ole Thorsen,Omid Djalili,Nicholas McGaughey,Chris Kell",Ridley Scott,"David Franzoni,John Logan,William Nicholson" +38,American History X,1998,8.5,"Crime,Drama",R,1h 59m,His father taught him to hate. His friends taught him rage. His enemies gave him hope.,20000000,23875127,"Edward Norton,Edward Furlong,Beverly D'Angelo,Jennifer Lien,Ethan Suplee,Fairuza Balk,Avery Brooks,Elliott Gould,Stacy Keach,William Russ,Guy Torry,Joe Cortese,Jason Bose Smith,Antonio David Lyons,Alex Sol,Keram Malicki-Sánchez,Giuseppe Andrews,Michelle Christine White",Tony Kaye,David McKenna +39,The Departed,2006,8.5,"Crime,Drama,Thriller",R,2h 31m,Lies. Betrayal. Sacrifice. How far will you take it?,90000000,291480452,"Leonardo DiCaprio,Matt Damon,Jack Nicholson,Mark Wahlberg,Martin Sheen,Ray Winstone,Vera Farmiga,Anthony Anderson,Alec Baldwin,Kevin Corrigan,James Badge Dale,David O'Hara,Mark Rolston,Robert Wahlberg,Kristen Dalton,Thomas B. Duffy,Richard Hughes,J.C. MacKenzie",Martin Scorsese,"William Monahan,Alan Mak,Felix Chong" +40,The Usual Suspects,1995,8.5,"Crime,Drama,Mystery",R,1h 46m,The greatest trick the devil ever pulled was to convince the world he didn't exist,6000000,23341568,"Kevin Spacey,Gabriel Byrne,Chazz Palminteri,Stephen Baldwin,Benicio Del Toro,Kevin Pollak,Pete Postlethwaite,Suzy Amis,Giancarlo Esposito,Dan Hedaya,Paul Bartel,Carl Bressler,Phillipe Simon,Jack Shearer,Christine Estabrook,Clark Gregg,Morgan Hunter,Ken Daly",Bryan Singer,Christopher McQuarrie +41,The Prestige,2006,8.5,"Drama,Mystery,Sci-Fi",PG-13,2h 10m,A Friendship That Became a Rivalry.,40000000,109676311,"Christian Bale,Hugh Jackman,Scarlett Johansson,Michael Caine,Piper Perabo,Rebecca Hall,Samantha Mahurin,David Bowie,Andy Serkis,Daniel Davis,Jim Piddock,Christopher Neame,Mark Ryan,Roger Rees,Jamie Harris,Monty Stuart,Ron Perkins,Ricky Jay",Christopher Nolan,"Jonathan Nolan,Christopher Nolan,Christopher Priest" +42,Whiplash,2014,8.5,"Drama,Music",R,1h 46m,The road to greatness can take you to the edge,3300000,49396747,"Miles Teller,J.K. Simmons,Melissa Benoist,Paul Reiser,Austin Stowell,Nate Lang,Chris Mulkey,Damon Gupton,Suanne Spoke,Max Kasch,Charlie Ian,Jayson Blair,Kofi Siriboe,Kavita Patil,C.J. Vana,Tarik Lowe,Tyler Kimball,Rogelio Douglas Jr.",Damien Chazelle,Damien Chazelle +43,Casablanca,1942,8.5,"Drama,Romance,War",PG,1h 42m,Where Love Cuts as Deep as a Dagger!,950000,4626532,"Humphrey Bogart,Ingrid Bergman,Paul Henreid,Claude Rains,Conrad Veidt,Sydney Greenstreet,Peter Lorre,S.Z. Sakall,Madeleine Lebeau,Dooley Wilson,Joy Page,John Qualen,Leonid Kinskey,Curt Bois,Abdullah Abbas,Enrique Acosta,Ed Agresti,Arnet Amos",Michael Curtiz,"Julius J. Epstein,Philip G. Epstein,Howard Koch" +44,Grave of the Fireflies,1988,8.5,"Animation,Drama,War",Not Rated,1h 29m,imationDramaWar,3700000,516962,"Tsutomu Tatsumi,Ayano Shiraishi,Akemi Yamaguchi,Yoshiko Shinohara,Kôzô Hashida,Masayo Sakai,Kazumi Nozaki,Yoshio Matsuoka,Masahiro Kanetake,Kiyoshi Yanagawa,Hajime Maki,Atsuo Omote,Teruhisa Harita,Hiroshi Tanaka,Michio Denpô,Shirô Tamaki,Tadashi Nakamura,Mika Sekita",Isao Takahata,"Akiyuki Nosaka,Isao Takahata" +45,Harakiri,1962,8.6,"Action,Drama,Mystery",Not Rated,2h 13m,The World Has Never Understood Why the Japanese Prefer Death to Dishonor! This Samurai Picture Provides The Answer!!,Not Available,Not Available,"Tatsuya Nakadai,Akira Ishihama,Shima Iwashita,Tetsurô Tanba,Masao Mishima,Ichirô Nakatani,Kei Satô,Yoshio Inaba,Hisashi Igawa,Tôru Takeuchi,Yoshirô Aoki,Tatsuo Matsumura,Akiji Kobayashi,Kôichi Hayashi,Ryûtarô Gomi,Jô Azumi,Nakajirô Tomita,Shichisaburô Amatsu",Masaki Kobayashi,"Yasuhiko Takiguchi,Shinobu Hashimoto" +46,The Intouchables,2011,8.5,"Biography,Comedy,Drama",R,1h 52m,Sometimes you have to reach into someone else's world to find out what's missing in your own.,9500000,426588510,"François Cluzet,Omar Sy,Anne Le Ny,Audrey Fleurot,Joséphine de Meaux,Clotilde Mollet,Alba Gaïa Bellugi,Cyril Mendy,Salimata Kamate,Absa Diatou Toure,Grégoire Oestermann,Dominique Daguier,François Caron,Christian Ameri,Thomas Solivérès,Dorothée Brière,Marie-Laure Descoureaux,Émilie Caen","Olivier Nakache,Éric Toledano","Olivier Nakache,Éric Toledano,Philippe Pozzo di Borgo" +47,Modern Times,1936,8.5,"Comedy,Drama,Romance",G,1h 27m,"He stands alone as the greatest entertainer of modern times! No one on earth can make you laugh as heartily or touch your heart as deeply...the whole world laughs, cries and thrills to his priceless genius!",1500000,463618,"Charles Chaplin,Paulette Goddard,Henry Bergman,Tiny Sandford,Chester Conklin,Hank Mann,Stanley Blystone,Al Ernest Garcia,Richard Alexander,Cecil Reynolds,Mira McKinney,Murdock MacQuarrie,Wilfred Lucas,Edward LeSaint,Fred Malatesta,Sammy Stein,Juana Sutton,Ted Oliver",Charles Chaplin,Charles Chaplin +48,Once Upon a Time in the West,1968,8.5,Western,PG-13,2h 45m,There were three men in her life. One knew her past. One wanted her land. One wanted revenge.,5000000,5435024,"Henry Fonda,Charles Bronson,Claudia Cardinale,Jason Robards,Gabriele Ferzetti,Paolo Stoppa,Woody Strode,Jack Elam,Keenan Wynn,Frank Wolff,Lionel Stander,Livio Andronico,Salvatore Basile,Aldo Berti,Joseph Bradley,Frank Braña,Marilù Carteny,Saturno Cerra",Sergio Leone,"Sergio Donati,Sergio Leone,Dario Argento" +49,Rear Window,1954,8.5,"Mystery,Thriller",PG,1h 52m,The Essential Hitchcock,1000000,37034579,"James Stewart,Grace Kelly,Wendell Corey,Thelma Ritter,Raymond Burr,Judith Evelyn,Ross Bagdasarian,Georgine Darcy,Sara Berner,Frank Cady,Jesslyn Fax,Rand Harper,Irene Winston,Havis Davenport,Jerry Antes,Barbara Bailey,Benny Bartlett,Nick Borgani",Alfred Hitchcock,"John Michael Hayes,Cornell Woolrich" +50,Cinema Paradiso,1988,8.5,"Drama,Romance",PG,2h 35m,"A celebration of youth, friendship, and the everlasting magic of the movies.",5000000,13019063,"Philippe Noiret,Enzo Cannavale,Antonella Attili,Isa Danieli,Leo Gullotta,Marco Leonardi,Pupella Maggio,Agnese Nano,Leopoldo Trieste,Salvatore Cascio,Tano Cimarosa,Nicola Di Pinto,Roberta Lena,Nino Terzo,Jacques Perrin,Nellina Laganà,Turi Giuffrida,Mariella Lo Giudice",Giuseppe Tornatore,"Giuseppe Tornatore,Vanna Paoli" +51,Alien,1979,8.5,"Horror,Sci-Fi",R,1h 57m,In space no one can hear you scream.,11000000,106285522,"Sigourney Weaver,Tom Skerritt,John Hurt,Veronica Cartwright,Harry Dean Stanton,Ian Holm,Yaphet Kotto,Bolaji Badejo,Helen Horton,Eddie Powell",Ridley Scott,"Dan O'Bannon,Ronald Shusett" +52,City Lights,1931,8.5,"Comedy,Drama,Romance",G,1h 27m,"HE RETURNS -And the world rocks again with laughter. (Print Ad-Daily Examiner, ((Grafton, NSW)) 6 July 1931)",1500000,50419,"Charles Chaplin,Virginia Cherrill,Florence Lee,Harry Myers,Al Ernest Garcia,Hank Mann,Johnny Aber,Jack Alexander,T.S. Alexander,Victor Alexander,Albert Austin,Harry Ayers,Eddie Baker,Henry Bergman,Edward Biby,Betty Blair,Buster Brodie,Jeanne Carpenter",Charles Chaplin,"Charles Chaplin,Harry Carr,Harry Crocker" +53,Apocalypse Now,1979,8.5,"Drama,Mystery,War",R,2h 27m,The Horror. . . The Horror. . .,31500000,104880868,"Martin Sheen,Marlon Brando,Robert Duvall,Frederic Forrest,Sam Bottoms,Laurence Fishburne,Albert Hall,Harrison Ford,Dennis Hopper,G.D. Spradlin,Jerry Ziesmer,Scott Glenn,Bo Byers,James Keane,Kerry Rossall,Ron McQueen,Tom Mason,Cynthia Wood",Francis Ford Coppola,"John Milius,Francis Ford Coppola,Michael Herr" +54,Memento,2000,8.4,"Mystery,Thriller",R,1h 53m,Some memories are best forgotten,9000000,40047078,"Guy Pearce,Carrie-Anne Moss,Joe Pantoliano,Mark Boone Junior,Russ Fega,Jorja Fox,Stephen Tobolowsky,Harriet Sansom Harris,Thomas Lennon,Callum Keith Rennie,Kimberly Campbell,Marianne Muellerleile,Larry Holden,Stephanie Searson,Buzz Visconti",Christopher Nolan,"Christopher Nolan,Jonathan Nolan" +55,Django Unchained,2012,8.4,"Drama,Western",R,2h 45m,"Life, liberty and the pursuit of vengeance.",100000000,426074373,"Jamie Foxx,Christoph Waltz,Leonardo DiCaprio,Kerry Washington,Samuel L. Jackson,Walton Goggins,Dennis Christopher,James Remar,David Steen,Dana Gourrier,Nichole Galicia,Laura Cayouette,Ato Essandoh,Sammi Rotibi,Clay Donahue Fontenot,Escalante Lundy,Miriam F. Glover,Don Johnson",Quentin Tarantino,Quentin Tarantino +56,Indiana Jones and the Raiders of the Lost Ark,1981,8.4,"Action,Adventure",PG,1h 55m,Indiana Jones - the new hero from the creators of JAWS and STAR WARS.,18000000,389925971,"Harrison Ford,Karen Allen,Paul Freeman,John Rhys-Davies,Ronald Lacey,Denholm Elliott,Alfred Molina,Wolf Kahler,Anthony Higgins,Vic Tablian,Don Fellows,William Hootkins,Bill Reimbold,Fred Sorenson,Patrick Durkin,Matthew Scurfield,Malcolm Weaver,Sonny Caldinez",Steven Spielberg,"Lawrence Kasdan,George Lucas,Philip Kaufman" +57,WALL·E,2008,8.4,"Animation,Adventure,Family",G,1h 38m,After 700 years of doing what he was built for - he'll discover what he's meant for.,180000000,521311890,"Ben Burtt,Elissa Knight,Jeff Garlin,Fred Willard,MacInTalk,John Ratzenberger,Kathy Najimy,Sigourney Weaver,Karleen Griffin,Kim Kopf,Niki McElroy,Garrett Palmer,Jessica Skelton,Kai Steel Smith,Michael Toy",Andrew Stanton,"Andrew Stanton,Pete Docter,Jim Reardon" +58,The Lives of Others,2006,8.4,"Drama,Mystery,Thriller",R,2h 17m,"Before the Fall of the Berlin Wall, East Germany's Secret Police Listened to Your Secrets",2000000,77356942,"Ulrich Mühe,Martina Gedeck,Sebastian Koch,Ulrich Tukur,Thomas Thieme,Hans-Uwe Bauer,Volkmar Kleinert,Matthias Brenner,Charly Hübner,Herbert Knaup,Bastian Trost,Marie Gruber,Volker Michalowski,Werner Daehn,Martin Brambach,Hubertus Hartmann,Thomas Arnold,Hinnerk Schönemann",Florian Henckel von Donnersmarck,Florian Henckel von Donnersmarck +59,Sunset Blvd.,1950,8.4,"Drama,Film-Noir",Passed,1h 50m,A Hollywood Story,1752000,300073,"William Holden,Gloria Swanson,Erich von Stroheim,Nancy Olson,Fred Clark,Lloyd Gough,Jack Webb,Franklyn Farnum,Larry J. Blake,Charles Dayton,Cecil B. DeMille,Hedda Hopper,Buster Keaton,Anna Q. Nilsson,H.B. Warner,Ray Evans,Jay Livingston,Fred Aldrich",Billy Wilder,"Charles Brackett,Billy Wilder,D.M. Marshman Jr." +60,Paths of Glory,1957,8.4,"Drama,War",Approved,1h 28m,Never has the screen thrust so deeply into the guts of war!,935000,5252,"Kirk Douglas,Ralph Meeker,Adolphe Menjou,George Macready,Wayne Morris,Richard Anderson,Joe Turkel,Christiane Kubrick,Jerry Hausner,Peter Capell,Emile Meyer,Bert Freed,Kem Dibbs,Timothy Carey,Fred Bell,John Stein,Harold Benedict,Leon Briggs",Stanley Kubrick,"Stanley Kubrick,Calder Willingham,Jim Thompson" +61,The Shining,1980,8.4,"Drama,Horror",R,2h 26m,Iconic terror from the No 1 bestselling writer.,19000000,47335804,"Jack Nicholson,Shelley Duvall,Danny Lloyd,Scatman Crothers,Barry Nelson,Philip Stone,Joe Turkel,Anne Jackson,Tony Burton,Lia Beldam,Billie Gibson,Barry Dennen,David Baxt,Manning Redwood,Lisa Burns,Louise Burns,Robin Pappas,Alison Coleridge",Stanley Kubrick,"Stephen King,Stanley Kubrick,Diane Johnson" +62,The Great Dictator,1940,8.4,"Comedy,Drama,War",G,2h 5m,The Comedy Masterpiece!,2000000,970263,"Charles Chaplin,Paulette Goddard,Jack Oakie,Reginald Gardiner,Henry Daniell,Billy Gilbert,Grace Hayle,Carter DeHaven,Maurice Moscovitch,Emma Dunn,Bernard Gorcey,Paul Weigel,Chester Conklin,Esther Michelson,Hank Mann,Florence Wright,Eddie Gribbon,Rudolph Anders",Charles Chaplin,Charles Chaplin +63,Avengers: Infinity War,2018,8.4,"Action,Adventure,Sci-Fi",PG-13,2h 29m,An entire universe. Once and for all.,321000000,2052415039,"Robert Downey Jr.,Chris Hemsworth,Mark Ruffalo,Chris Evans,Scarlett Johansson,Don Cheadle,Benedict Cumberbatch,Tom Holland,Chadwick Boseman,Zoe Saldana,Karen Gillan,Tom Hiddleston,Paul Bettany,Elizabeth Olsen,Anthony Mackie,Sebastian Stan,Idris Elba,Danai Gurira","Anthony Russo,Joe Russo","Christopher Markus,Stephen McFeely,Stan Lee" +64,Witness for the Prosecution,1957,8.4,"Crime,Drama,Mystery",Approved,1h 56m,The most electrifying entertainment of our time!,3000000,7693,"Tyrone Power,Marlene Dietrich,Charles Laughton,Elsa Lanchester,John Williams,Henry Daniell,Ian Wolfe,Torin Thatcher,Norma Varden,Una O'Connor,Francis Compton,Philip Tonge,Ruta Lee,Patrick Aherne,Don Ames,Walter Bacon,Eddie Baker,Benjie Bancroft",Billy Wilder,"Agatha Christie,Billy Wilder,Harry Kurnitz" +65,Aliens,1986,8.4,"Action,Adventure,Sci-Fi",R,2h 17m,This time there's more.,18500000,131060248,"Sigourney Weaver,Michael Biehn,Carrie Henn,Paul Reiser,Lance Henriksen,Bill Paxton,William Hope,Jenette Goldstein,Al Matthews,Mark Rolston,Ricco Ross,Colette Hiller,Daniel Kash,Cynthia Dale Scott,Tip Tipping,Trevor Steedman,Paul Maxwell,Valerie Colgan",James Cameron,"James Cameron,David Giler,Walter Hill" +66,Spider-Man: Into the Spider-Verse,2018,8.4,"Animation,Action,Adventure",PG,1h 57m,Enter a universe where more than one wears the mask.,Not Available,Not Available,"Shameik Moore,Jake Johnson,Hailee Steinfeld,Mahershala Ali,Brian Tyree Henry,Lily Tomlin,Luna Lauren Velez,Zoë Kravitz,John Mulaney,Kimiko Glenn,Nicolas Cage,Kathryn Hahn,Liev Schreiber,Chris Pine,Natalie Morales,Edwin R. Habacon,Oscar Isaac,Greta Lee","Bob Persichetti,Peter Ramsey,Rodney Rothman","Phil Lord,Rodney Rothman" +67,American Beauty,1999,8.4,Drama,R,2h 2m,... look closer,15000000,356296601,"Kevin Spacey,Annette Bening,Thora Birch,Wes Bentley,Mena Suvari,Peter Gallagher,Allison Janney,Chris Cooper,Scott Bakula,Sam Robards,Barry Del Sherman,Ara Celi,John Cho,Fort Atkinson,Sue Casey,Kent Faulcon,Brenda Wehle,Lisa Cloud",Sam Mendes,Alan Ball +68,Dr. Strangelove or: How I Learned to Stop Worrying and Love the Bomb,1964,8.4,"Comedy,War",PG,1h 35m,The comedy classic from celebrated director STANLEY KUBRICK,1800000,9523464,"Peter Sellers,George C. Scott,Sterling Hayden,Keenan Wynn,Slim Pickens,Peter Bull,James Earl Jones,Tracy Reed,Jack Creley,Frank Berry,Robert O'Neil,Glenn Beck,Roy Stephens,Shane Rimmer,Hal Galili,Paul Tamarin,Laurence Herder,Gordon Tanner",Stanley Kubrick,"Stanley Kubrick,Terry Southern,Peter George" +69,The Dark Knight Rises,2012,8.4,"Action,Drama",PG-13,2h 44m,The Legend Ends,250000000,1081169825,"Christian Bale,Tom Hardy,Anne Hathaway,Gary Oldman,Joseph Gordon-Levitt,Marion Cotillard,Morgan Freeman,Michael Caine,Matthew Modine,Alon Aboutboul,Ben Mendelsohn,Burn Gorman,Daniel Sunjata,Aidan Gillen,Sam Kennard,Aliash Tepina,Nestor Carbonell,Brett Cullen",Christopher Nolan,"Jonathan Nolan,Christopher Nolan,David S. Goyer" +70,Oldboy,2003,8.4,"Action,Drama,Mystery",R,2h,"15 years of imprisonment, five days of vengeance",3000000,15421226,"Choi Min-sik,Yoo Ji-tae,Kang Hye-jeong,Kim Byeong-Ok,Dae-han Ji,Dal-su Oh,Seung-shin Lee,Jin-Seo Yoon,Tae-kyung Oh,Yoo Yeon-Seok,Il-han Oo,Young-hee Lee,Young-ae Kim,Mi Mi Lee,Jae-Duk Han,Jung Ae Kwak,San Kim,Chae-soo Jang",Park Chan-wook,"Garon Tsuchiya,Nobuaki Minegishi,Park Chan-wook" +71,Inglourious Basterds,2009,8.3,"Adventure,Drama,War",R,2h 33m,Once upon a time in Nazi occupied France...,70000000,321457747,"Brad Pitt,Diane Kruger,Eli Roth,Mélanie Laurent,Christoph Waltz,Michael Fassbender,Daniel Brühl,Til Schweiger,Gedeon Burkhard,Jacky Ido,B.J. Novak,Omar Doom,August Diehl,Denis Ménochet,Sylvester Groth,Martin Wuttke,Mike Myers,Julie Dreyfus",Quentin Tarantino,Quentin Tarantino +72,Amadeus,1984,8.4,"Biography,Drama,Music",PG,2h 40m,The man... The music... The madness... The murder... The motion picture...,18000000,52066791,"F. Murray Abraham,Tom Hulce,Elizabeth Berridge,Roy Dotrice,Simon Callow,Christine Ebersole,Jeffrey Jones,Charles Kay,Kenneth McMillan,Kenny Baker,Lisbeth Bartlett,Barbara Bryne,Martin Cavina,Roderick Cook,Milan Demjanenko,Peter DiGesu,Richard Frank,Patrick Hines",Milos Forman,"Peter Shaffer,Zdenek Mahler" +73,Coco,2017,8.4,"Animation,Adventure,Comedy",PG,1h 45m,The celebration of a lifetime,175000000,814337054,"Anthony Gonzalez,Gael García Bernal,Benjamin Bratt,Alanna Ubach,Renee Victor,Jaime Camil,Alfonso Arau,Herbert Siguenza,Gabriel Iglesias,Lombardo Boyar,Ana Ofelia Murguía,Natalia Cordova-Buckley,Selene Luna,Edward James Olmos,Sofía Espinosa,Carla Medina,Dyana Ortelli,Luis Valdez","Lee Unkrich,Adrian Molina(co-directed by)","Lee Unkrich,Jason Katz,Matthew Aldrich" +74,Toy Story,1995,8.3,"Animation,Adventure,Comedy",G,1h 21m,"""Oooh...3-D"" (USA 2009 re-release)",30000000,394436586,"Tom Hanks,Tim Allen,Don Rickles,Jim Varney,Wallace Shawn,John Ratzenberger,Annie Potts,John Morris,Erik von Detten,Laurie Metcalf,R. Lee Ermey,Sarah Rayne,Penn Jillette,Jack Angel,Spencer Aste,Greg Berg,Lisa Bradley,Kendall Cunningham",John Lasseter,"John Lasseter,Pete Docter,Andrew Stanton" +75,Joker,2019,8.4,"Crime,Drama,Thriller",R,2h 2m,Put on a happy face.,55000000,1074458282,"Joaquin Phoenix,Robert De Niro,Zazie Beetz,Frances Conroy,Brett Cullen,Shea Whigham,Bill Camp,Glenn Fleshler,Leigh Gill,Josh Pais,Rocco Luna,Marc Maron,Sondra James,Murphy Guyer,Douglas Hodge,Dante Pereira-Olson,Carrie Louise Putrello,Sharon Washington",Todd Phillips,"Todd Phillips,Scott Silver,Bob Kane" +76,Braveheart,1995,8.4,"Biography,Drama,History",R,2h 58m,The story of a man with a free soul...and with the courage to follow it.,72000000,213216216,"Mel Gibson,Sophie Marceau,Patrick McGoohan,Angus Macfadyen,James Robinson,Sean Lawlor,Sandy Nelson,James Cosmo,Sean McGinley,Alan Tall,Andrew Weir,Gerda Stevenson,Ralph Riach,Mhairi Calvey,Brian Cox,Peter Hanly,Stephen Billington,Barry McGovern",Mel Gibson,Randall Wallace +77,The Boat,1981,8.4,"Drama,War",Not Available,Not Available,"This is the story of 42 raw recruits caught up in a war they didn't understand, and the Captain who must lead them in their struggle to survive.",EM 32000000,11487676,"Jürgen Prochnow,Herbert Grönemeyer,Klaus Wennemann,Hubertus Bengsch,Martin Semmelrogge,Bernd Tauber,Erwin Leder,Martin May,Heinz Hoenig,Uwe Ochsenknecht,Claude-Oliver Rudolph,Jan Fedder,Ralf Richter,Joachim Bernhard,Oliver Stritzel,Konrad Becker,Lutz Schnell,Martin Hemme",Wolfgang Petersen,"Wolfgang Petersen,Lothar G. Buchheim" +78,Avengers: Endgame,2019,8.4,"Action,Adventure,Drama",PG-13,3h 1m,Avenge the fallen.,356000000,2799439100,"Robert Downey Jr.,Chris Evans,Mark Ruffalo,Chris Hemsworth,Scarlett Johansson,Jeremy Renner,Don Cheadle,Paul Rudd,Benedict Cumberbatch,Chadwick Boseman,Brie Larson,Tom Holland,Karen Gillan,Zoe Saldana,Evangeline Lilly,Tessa Thompson,Rene Russo,Elizabeth Olsen","Anthony Russo,Joe Russo","Christopher Markus,Stephen McFeely,Stan Lee" +79,Princess Mononoke,1997,8.4,"Animation,Action,Adventure",PG-13,2h 14m,Live on.,2400000000,170005875,"Yôji Matsuda,Yuriko Ishida,Yûko Tanaka,Billy Crudup,Billy Bob Thornton,Minnie Driver,John DiMaggio,Claire Danes,John DeMita,Jada Pinkett Smith,Gillian Anderson,Keith David,Corey Burton,Tara Strong,Julia Fletcher,Debi Derryberry,Alex Fernandez,Jack Fletcher",Hayao Miyazaki,"Hayao Miyazaki,Neil Gaiman" +80,Once Upon a Time in America,1984,8.3,"Crime,Drama",R,3h 49m,"Crime, passion and lust for power - Sergio Leone's explosive saga of gangland America.",30000000,5473337,"Robert De Niro,James Woods,Elizabeth McGovern,Treat Williams,Tuesday Weld,Burt Young,Joe Pesci,Danny Aiello,William Forsythe,James Hayden,Darlanne Fluegel,Larry Rapp,Dutch Miller,Robert Harper,Richard Bright,Gerard Murphy,Amy Ryder,Olga Karlatos",Sergio Leone,"Harry Grey,Leonardo Benvenuti,Piero De Bernardi" +81,Good Will Hunting,1997,8.3,"Drama,Romance",R,2h 6m,"Some people can never believe in themselves, until someone believes in them.",Not Available,Not Available,"Robin Williams,Matt Damon,Ben Affleck,Stellan Skarsgård,John Mighton,Rachel Majorowski,Colleen McCauley,Casey Affleck,Cole Hauser,Matt Mercier,Ralph St. George,Rob Lynds,Dan Washington,Alison Folland,Derrick Bridgeman,Vik Sahay,Shannon Egleson,Rob Lyons",Gus Van Sant,"Matt Damon,Ben Affleck" +82,Your Name.,2016,8.4,"Animation,Drama,Fantasy",TV-PG,1h 46m,"Experience Japan's #1 film of 2016, from visionary director Makoto Shinkai",Not Available,Not Available,"Ryûnosuke Kamiki,Mone Kamishiraishi,Ryô Narita,Aoi Yûki,Nobunaga Shimazaki,Kaito Ishikawa,Kanon Tani,Masaki Terasoma,Sayaka Ôhara,Kazuhiko Inoue,Chafûrin,Kana Hanazawa,Yuka Terasaki,Takashi Onozuka,Yôhei Namekawa,Miyu Tsuji,Shin'ya Hamazoe,Kanami Satô",Makoto Shinkai,"Makoto Shinkai,Clark Cheng" +83,3 Idiots,2009,8.4,"Comedy,Drama",PG-13,2h 50m,Don't be Stupid. Be an I.D.I.O.T.,550000000,60262836,"Aamir Khan,Madhavan,Mona Singh,Sharman Joshi,Kareena Kapoor,Boman Irani,Omi Vaidya,Olivier Lafont,Rahul Kumar,Parikshit Sahni,Farida Dadi,Amardeep Jha,Mukund Bhatt,Chaitali Bose,Jaaved Jaaferi,Jayant Kripalani,Arun Bali,Shoaib Ahmed",Rajkumar Hirani,"Rajkumar Hirani,Abhijat Joshi,Vidhu Vinod Chopra" +84,Singin' in the Rain,1952,8.3,"Comedy,Musical,Romance",G,1h 43m,Singin' Swingin' Glorious Feelin' Technicolor Musical,2540800,2000288,"Gene Kelly,Donald O'Connor,Debbie Reynolds,Jean Hagen,Millard Mitchell,Cyd Charisse,Douglas Fowley,Rita Moreno,Dawn Addams,John Albright,Betty Allen,Sue Allen,John Angelo,Marie Ardell,Bette Arlen,David Bair,Lynn Bari,Jimmy Bates","Stanley Donen,Gene Kelly","Betty Comden,Adolph Green" +85,Requiem for a Dream,2000,8.3,Drama,Unrated,1h 42m,From the director of [Pi],4500000,7390108,"Ellen Burstyn,Jared Leto,Jennifer Connelly,Marlon Wayans,Christopher McDonald,Louise Lasser,Marcia Jean Kurtz,Janet Sarno,Suzanne Shepherd,Joanne Gordon,Charlotte Aronofsky,Mark Margolis,Michael Kaycheck,Jack O'Connell,Chas Mastin,Ajay Naidu,Sean Gullette,Samia Shoaib",Darren Aronofsky,"Hubert Selby Jr.,Darren Aronofsky" +86,Toy Story 3,2010,8.3,"Animation,Adventure,Comedy",G,1h 43m,The Breakout Comedy Of The Summer,200000000,1067316101,"Tom Hanks,Tim Allen,Joan Cusack,Ned Beatty,Don Rickles,Michael Keaton,Wallace Shawn,John Ratzenberger,Estelle Harris,John Morris,Jodi Benson,Emily Ricks Hahn,Laurie Metcalf,Blake Clark,Teddy Newton,Bud Luckey,Bea Miller,Javier Fernández-Peña",Lee Unkrich,"John Lasseter,Andrew Stanton,Lee Unkrich" +87,High and Low,1963,8.4,"Crime,Drama,Mystery",Not Rated,2h 23m,142 Screenful Minutes of Thrills and Suspense!,Not Available,Not Available,"Toshirô Mifune,Yutaka Sada,Tatsuya Nakadai,Kyôko Kagawa,Tatsuya Mihashi,Isao Kimura,Kenjirô Ishiyama,Takeshi Katô,Takashi Shimura,Jun Tazaki,Nobuo Nakamura,Yûnosuke Itô,Tsutomu Yamazaki,Minoru Chiaki,Eijirô Tôno,Masao Shimizu,Masahiko Shimazu,Toshio Egi",Akira Kurosawa,"Hideo Oguni,Ryûzô Kikushima,Eijirô Hisaita" +88,Capernaum,2018,8.4,Drama,R,2h 6m,"""Why are you suing your parents?"" ""For giving me life.""",Not Available,Not Available,"Zain Al Rafeea,Yordanos Shiferaw,Boluwatife Treasure Bankole,Kawsar Al Haddad,Fadi Yousef,Cedra Izzam,Alaa Chouchnieh,Elias Khoury,Mohammad Al Abdallah,Mohamad Abdellatif,Abdo Abdo,Hampig Abraham,Jamil Ahmad,Mohamad Akkar,Elias Akobegia,Riman Al Rafeea,Legamett Alamou,Majd Nabil Alhalabi",Nadine Labaki,"Nadine Labaki,Jihad Hojeily,Michelle Keserwany" +89,Star Wars: Episode VI - Return of the Jedi,1983,8.3,"Action,Adventure,Fantasy",PG,2h 11m,"Coming May 25, 1983 to your galaxy. [Second Advance poster]",32500000,475106177,"Mark Hamill,Harrison Ford,Carrie Fisher,Billy Dee Williams,Anthony Daniels,Peter Mayhew,Sebastian Shaw,Ian McDiarmid,Frank Oz,James Earl Jones,David Prowse,Alec Guinness,Kenny Baker,Michael Pennington,Kenneth Colley,Michael Carter,Denis Lawson,Tim Rose",Richard Marquand,"Lawrence Kasdan,George Lucas" +90,Eternal Sunshine of the Spotless Mind,2004,8.3,"Drama,Romance,Sci-Fi",R,1h 48m,I already forget how I used to feel about you.,20000000,74036715,"Jim Carrey,Kate Winslet,Tom Wilkinson,Gerry Robert Byrne,Elijah Wood,Thomas Jay Ryan,Mark Ruffalo,Jane Adams,David Cross,Kirsten Dunst,Ryan Whitney,Debbon Ayer,Amir Ali Said,Brian Price,Paulie Litt,Josh Flitter,Lola Daehler,Deirdre O'Connell",Michel Gondry,"Charlie Kaufman,Michel Gondry,Pierre Bismuth" +91,2001: A Space Odyssey,1968,8.3,"Adventure,Sci-Fi",G,2h 29m,Let the Awe and Mystery of a Journey Unlike Any Other Begin,12000000,65889846,"Keir Dullea,Gary Lockwood,William Sylvester,Daniel Richter,Leonard Rossiter,Margaret Tyzack,Robert Beatty,Sean Sullivan,Douglas Rain,Frank Miller,Bill Weston,Ed Bishop,Glenn Beck,Alan Gifford,Ann Gillis,Edwina Carroll,Penny Brahms,Heather Downham",Stanley Kubrick,"Stanley Kubrick,Arthur C. Clarke" +92,Reservoir Dogs,1992,8.3,"Crime,Thriller",R,1h 39m,Seven Total Strangers Team Up For The Perfect Crime. They Don't Know Each Other's Name. But They've Got Each Other's Color,1200000,2913644,"Harvey Keitel,Tim Roth,Michael Madsen,Chris Penn,Steve Buscemi,Lawrence Tierney,Randy Brooks,Kirk Baltz,Edward Bunker,Quentin Tarantino,Rich Turner,David Steen,Tony Cosmo,Stevo Polyi,Michael Sottile,Robert Ruth,Lawrence Bender,Linda Kaye",Quentin Tarantino,"Quentin Tarantino,Roger Avary" +93,Come and See,1985,8.4,"Drama,Thriller,War",Not Rated,2h 22m,The cruelest side of war.,Not Available,Not Available,"Aleksey Kravchenko,Olga Mironova,Liubomiras Laucevicius,Vladas Bagdonas,Jüri Lumiste,Viktors Lorencs,Kazimir Rabetsky,Evgeniy Tilicheev,G. Velts,V. Vasilyev,Aleksandr Berda,Vasiliy Domrachyov,Nina Evdokimova,Igor Gnevashev,Adolf Hitler,Valery Kravchenko,Evgeniy Kryzhanovskiy,N. Lisichenok",Elem Klimov,"Ales Adamovich,Elem Klimov" +94,The Hunt,2012,8.3,Drama,R,1h 55m,The lie is spreading.,Not Available,Not Available,"Mads Mikkelsen,Thomas Bo Larsen,Annika Wedderkopp,Lasse Fogelstrøm,Susse Wold,Anne Louise Hassing,Lars Ranthe,Alexandra Rapaport,Sebastian Bull,Steen Ordell Guldbrand Jensen,Daniel Engstrup,Troels Thorsen,Søren Rønholt,Hana Shuan,Jytte Kvinesdal,Josefine Gråbøl,Bjarne Henriksen,Nicolai Dahl Hamilton",Thomas Vinterberg,"Thomas Vinterberg,Tobias Lindholm" +95,Citizen Kane,1941,8.3,"Drama,Mystery",PG,1h 59m,Radio's Most Dynamic Artist . . The Man At Whose Voice A Nation Trembled . . . Now the screen's most exciting NEW star ! ORSON WELLES in the picture Hollywood said he'd never make,839727,1645133,"Orson Welles,Joseph Cotten,Dorothy Comingore,Agnes Moorehead,Ruth Warrick,Ray Collins,Erskine Sanford,Everett Sloane,William Alland,Paul Stewart,George Coulouris,Fortunio Bonanova,Gus Schilling,Philip Van Zandt,Georgia Backus,Harry Shannon,Sonny Bupp,Buddy Swan",Orson Welles,"Herman J. Mankiewicz,Orson Welles,John Houseman" +96,M,1931,8.3,"Crime,Mystery,Thriller",Passed,1h 39m,IT STAGGERS THE SENSES!...SHOCKS the Imagination - It will leave you Gasping - It is the Sensation of 3 Continents!,Not Available,35566,"Peter Lorre,Ellen Widmann,Inge Landgut,Otto Wernicke,Theodor Loos,Gustaf Gründgens,Friedrich Gnaß,Fritz Odemar,Paul Kemp,Theo Lingen,Rudolf Blümner,Georg John,Franz Stein,Ernst Stahl-Nachbaur,Gerhard Bienert,Karl Platen,Rosa Valetti,Hertha von Walther",Fritz Lang,"Thea von Harbou,Fritz Lang,Egon Jacobsohn" +97,Lawrence of Arabia,1962,8.3,"Adventure,Biography,Drama",Approved,3h 38m,A Mighty Motion Picture Of Action And Adventure!,15000000,45720631,"Peter O'Toole,Alec Guinness,Anthony Quinn,Jack Hawkins,Omar Sharif,José Ferrer,Anthony Quayle,Claude Rains,Arthur Kennedy,Donald Wolfit,I.S. Johar,Gamil Ratib,Michel Ray,John Dimech,Zia Mohyeddin,Howard Marion-Crawford,Jack Gwillim,Hugh Miller",David Lean,"Robert Bolt,Michael Wilson" +98,North by Northwest,1959,8.3,"Action,Adventure,Mystery",Approved,2h 16m,Alfred Hitchcock takes you.... North by Northwest!,3101000,142319,"Cary Grant,Eva Marie Saint,James Mason,Jessie Royce Landis,Leo G. Carroll,Josephine Hutchinson,Philip Ober,Martin Landau,Adam Williams,Edward Platt,Robert Ellenstein,Les Tremayne,Philip Coolidge,Patrick McVey,Edward Binns,Ken Lynch,Stanley Adams,John Alban",Alfred Hitchcock,Ernest Lehman +99,Vertigo,1958,8.3,"Mystery,Romance,Thriller",PG,2h 8m,A Hitchcock thriller. You should see it from the beginning!,2479000,7798146,"James Stewart,Kim Novak,Barbara Bel Geddes,Tom Helmore,Henry Jones,Raymond Bailey,Ellen Corby,Konstantin Shayne,Lee Patrick,David Ahdar,Isabel Analla,Jack Ano,Margaret Bacon,John Benson,Danny Borzage,Margaret Brayton,Paul Bryar,Boyd Cabeen",Alfred Hitchcock,"Alec Coppel,Samuel A. Taylor,Pierre Boileau" +100,Ikiru,1952,8.3,Drama,Not Rated,2h 23m,One of the Great Films of Our Time!,Not Available,96302,"Takashi Shimura,Nobuo Kaneko,Shin'ichi Himori,Haruo Tanaka,Minoru Chiaki,Miki Odagiri,Bokuzen Hidari,Minosuke Yamada,Kamatari Fujiwara,Makoto Kobori,Nobuo Nakamura,Atsushi Watanabe,Isao Kimura,Masao Shimizu,Yûnosuke Itô,Kumeko Urabe,Eiko Miyoshi,Noriko Honma",Akira Kurosawa,"Akira Kurosawa,Shinobu Hashimoto,Hideo Oguni" +101,Amélie,2001,8.3,"Comedy,Romance",R,2h 2m,One person can change your life forever.,10000000,174122191,"Audrey Tautou,Mathieu Kassovitz,Rufus,Lorella Cravotta,Serge Merlin,Jamel Debbouze,Clotilde Mollet,Claire Maurier,Isabelle Nanty,Dominique Pinon,Artus de Penguern,Yolande Moreau,Urbain Cancelier,Maurice Bénichou,Michel Robin,Andrée Damant,Claude Perron,Armelle",Jean-Pierre Jeunet,"Guillaume Laurant,Jean-Pierre Jeunet" +102,The Apartment,1960,8.3,"Comedy,Drama,Romance",Approved,2h 5m,"Movie-wise, there has never been anything like ""THE APARTMENT"" love-wise, laugh-wise or otherwise-wise!",3000000,18778738,"Jack Lemmon,Shirley MacLaine,Fred MacMurray,Ray Walston,Jack Kruschen,David Lewis,Hope Holiday,Joan Shawlee,Naomi Stevens,Johnny Seven,Joyce Jameson,Willard Waterman,David White,Edie Adams,Dorothy Abbott,Bill Baldwin,Paul Bradley,Benny Burt",Billy Wilder,"Billy Wilder,I.A.L. Diamond" +103,A Clockwork Orange,1971,8.3,"Crime,Sci-Fi",X,2h 16m,"Being the adventures of a young man ... who couldn't resist pretty girls ... or a bit of the old ultra-violence ... went to jail, was re-conditioned ... and came out a different young man ... or was he ?",2200000,26960374,"Malcolm McDowell,Patrick Magee,Michael Bates,Warren Clarke,John Clive,Adrienne Corri,Carl Duering,Paul Farrell,Clive Francis,Michael Gover,Miriam Karlin,James Marcus,Aubrey Morris,Godfrey Quigley,Sheila Raynor,Madge Ryan,John Savident,Anthony Sharp",Stanley Kubrick,"Stanley Kubrick,Anthony Burgess" +104,Double Indemnity,1944,8.3,"Crime,Drama,Film-Noir",Passed,1h 47m,"IT'S LOVE AND MURDER AT FIRST SIGHT! (print ad - Lubbock Morning Avalanche - Lindsey Theatre - Lubbock, Texas - September 1, 1944 - all caps)",927262,14651,"Fred MacMurray,Barbara Stanwyck,Edward G. Robinson,Byron Barr,Porter Hall,Jean Heather,Tom Powers,Richard Gaines,Fortunio Bonanova,John Philliber,Lev Abramov,James Adamson,John Berry,Raymond Chandler,Edmund Cobb,Kernan Cripps,Betty Farrington,Bess Flowers",Billy Wilder,"Billy Wilder,Raymond Chandler,James M. Cain" +105,Full Metal Jacket,1987,8.3,"Drama,War",R,1h 56m,An Epic Story of the Vietnam War [Australia Theatrical],30000000,46358827,"Matthew Modine,R. Lee Ermey,Vincent D'Onofrio,Adam Baldwin,Dorian Harewood,Kevyn Major Howard,Arliss Howard,Ed O'Ross,John Terry,Kieron Jecchinis,Kirk Taylor,Tim Colceri,Jon Stafford,Bruce Boa,Ian Tyler,Sal Lopez,Gary Landon Mills,Papillon Soo",Stanley Kubrick,"Stanley Kubrick,Michael Herr,Gustav Hasford" +106,Top Gun: Maverick,2022,8.3,"Action,Drama",PG-13,2h 10m,Feel the need... The need for speed.,170000000,1488732821,"Tom Cruise,Jennifer Connelly,Miles Teller,Val Kilmer,Bashir Salahuddin,Jon Hamm,Charles Parnell,Monica Barbaro,Lewis Pullman,Jay Ellis,Danny Ramirez,Glen Powell,Jack Schumacher,Manny Jacinto,Kara Wang,Greg Tarzan Davis,Jake Picking,Raymond Lee",Joseph Kosinski,"Jim Cash,Jack Epps Jr.,Peter Craig" +107,Scarface,1983,8.3,"Crime,Drama",R,2h 50m,He was Tony Montana. The world will remember him by another name...SCARFACE.,25000000,65884703,"Al Pacino,Michelle Pfeiffer,Steven Bauer,Mary Elizabeth Mastrantonio,Robert Loggia,Miriam Colon,F. Murray Abraham,Paul Shenar,Harris Yulin,Ángel Salazar,Arnaldo Santana,Pepe Serna,Michael P. Moran,Al Israel,Dennis Holahan,Mark Margolis,Michael Alldredge,Ted Beniades",Brian De Palma,"Oliver Stone,Howard Hawks,Ben Hecht" +108,Hamilton,2020,8.4,"Biography,Drama,History",PG-13,2h 40m,An American Musical,Not Available,Not Available,"Lin-Manuel Miranda,Phillipa Soo,Leslie Odom Jr.,Renée Elise Goldsberry,Daveed Diggs,Jonathan Groff,Chris Jackson,Jasmine Cephas Jones,Okieriete Onaodowan,Anthony Ramos,Carleigh Bettiol,Ariana DeBose,Hope Easterbrook,Sydney James Harcourt,Sasha Hutchings,Thayne Jasperson,Elizabeth Judd,Jon Rua",Thomas Kail,"Lin-Manuel Miranda,Ron Chernow" +109,Incendies,2010,8.3,"Drama,Mystery",R,2h 11m,The search began at the opening of their mother's will.,6800000,6788659,"Lubna Azabal,Mélissa Désormeaux-Poulin,Maxim Gaudette,Mustafa Kamel,Hussein Sami,Rémy Girard,Dominique Briand,Frédéric Paquet,Hamed Najem,Ahmad Massad,Bader Alami,Majida Hussein,Asriah Nijres,John Dunn-Hill,Nadia Essadiqi,Chaouki Charbel,Axel Garbi,Amine Benzenine",Denis Villeneuve,"Denis Villeneuve,Wajdi Mouawad,Valérie Beaugrand-Champagne" +110,To Kill a Mockingbird,1962,8.3,"Crime,Drama",Approved,2h 9m,The most beloved and widely read Pulitzer Prize Winner now comes vividly alive on the screen!,2000000,599146,"Gregory Peck,John Megna,Frank Overton,Rosemary Murphy,Ruth White,Brock Peters,Estelle Evans,Paul Fix,Collin Wilcox Paxton,James Anderson,Alice Ghostley,Robert Duvall,William Windom,Crahan Denton,Richard Hale,Mary Badham,Phillip Alford,R.L. Armstrong",Robert Mulligan,"Harper Lee,Horton Foote" +111,Heat,1995,8.3,"Action,Crime,Drama",R,2h 50m,An L.A. Redemption,60000000,187436818,"Al Pacino,Robert De Niro,Val Kilmer,Jon Voight,Tom Sizemore,Diane Venora,Amy Brenneman,Ashley Judd,Mykelti Williamson,Wes Studi,Ted Levine,Dennis Haysbert,William Fichtner,Natalie Portman,Tom Noonan,Kevin Gage,Hank Azaria,Susan Traylor",Michael Mann,Michael Mann +112,The Sting,1973,8.3,"Comedy,Crime,Drama",PG,2h 9m,"Recapture ""the STING Experience"". REMEMBER HOW GOOD THE FEEL WAS THE FIRST TIME (re-release)",5500000,156000000,"Paul Newman,Robert Redford,Robert Shaw,Charles Durning,Ray Walston,Eileen Brennan,Harold Gould,John Heffernan,Dana Elcar,Jack Kehoe,Dimitra Arliss,Robert Earl Jones,James Sloyan,Charles Dierkop,Lee Paul,Sally Kirkland,Avon Long,Arch Johnson",George Roy Hill,David S. Ward +113,Up,2009,8.3,"Animation,Adventure,Comedy",PG,1h 36m,Fly Up to Venezuela,175000000,735099102,"Edward Asner,Jordan Nagai,John Ratzenberger,Christopher Plummer,Bob Peterson,Delroy Lindo,Jerome Ranft,David Kaye,Elie Docter,Jeremy Leary,Mickie McGowan,Danny Mann,Donald Fullilove,Jess Harnell,Josh Cooley,Pete Docter,Mark Andrews,Bob Bergen","Pete Docter,Bob Peterson(co-director)","Pete Docter,Bob Peterson,Tom McCarthy" +114,A Separation,2011,8.3,Drama,PG-13,2h 3m,"Ugly truth, sweet lies",500000,22926076,"Payman Maadi,Leila Hatami,Sareh Bayat,Shahab Hosseini,Sarina Farhadi,Merila Zare'i,Ali-Asghar Shahbazi,Babak Karimi,Kimia Hosseini,Shirin Yazdanbakhsh,Sohibanoo Zolqadr,Mohammadhasan Asghari,Shirin Azimiyannezhad,Hamid Dadju,Mohammad Ebrahimian,Samad Farhang,Ali Fattahi,Nafise Ghodrati",Asghar Farhadi,Asghar Farhadi +115,Metropolis,1927,8.3,"Drama,Sci-Fi",Not Rated,2h 33m,Fritz Lang's 1927 Masterpiece Now With 25 Minutes of Lost Footage (2010 re-release),EM 6000000,1349711,"Brigitte Helm,Alfred Abel,Gustav Fröhlich,Rudolf Klein-Rogge,Fritz Rasp,Theodor Loos,Erwin Biswanger,Heinrich George,Fritz Alberti,Grete Berger,Olly Boeheim,Max Dietze,Ellen Frey,Beatrice Garga,Heinrich Gotho,Dolly Grey,Anny Hintze,Gottfried Huppertz",Fritz Lang,"Thea von Harbou,Fritz Lang" +116,Taxi Driver,1976,8.2,"Crime,Drama",R,1h 54m,"On every street in every city in this country, there's a nobody who dreams of being a somebody.",1300000,28570902,"Robert De Niro,Jodie Foster,Cybill Shepherd,Albert Brooks,Diahnne Abbott,Frank Adu,Victor Argo,Gino Ardito,Garth Avery,Peter Boyle,Harry Cohn,Copper Cunningham,Brenda Dickson,Harry Fischler,Nat Grant,Leonard Harris,Richard Higgs,Beau Kayser",Martin Scorsese,Paul Schrader +117,L.A. Confidential,1997,8.2,"Crime,Drama,Mystery",R,2h 18m,"Off the record, on the QT, and very hush-hush...",35000000,126216940,"Kevin Spacey,Russell Crowe,Guy Pearce,Kim Basinger,James Cromwell,Danny DeVito,David Strathairn,Ron Rifkin,Matt McCoy,Paul Guilfoyle,Paolo Seganti,Elisabeth Granli,Sandra Taylor,Steve Rankin,Graham Beckel,Allan Graf,Precious Chong,Symba",Curtis Hanson,"James Ellroy,Brian Helgeland,Curtis Hanson" +118,Die Hard,1988,8.2,"Action,Thriller",R,2h 12m,It will blow you through the back wall of the theater!,28000000,141603197,"Bruce Willis,Alan Rickman,Bonnie Bedelia,Reginald VelJohnson,Paul Gleason,De'voreaux White,William Atherton,Hart Bochner,James Shigeta,Alexander Godunov,Bruno Doyon,Andreas Wisniewski,Clarence Gilyard Jr.,Joseph Plewa,Lorenzo Caccialanza,Gérard Bonn,Dennis Hayden,Al Leong",John McTiernan,"Roderick Thorp,Jeb Stuart,Steven E. de Souza" +119,Snatch,2000,8.2,"Comedy,Crime",R,1h 42m,Stealin' Stones and Breakin' Bones,6000000,83557872,"Jason Statham,Brad Pitt,Stephen Graham,Vinnie Jones,Ade,William Beck,Andy Beckwith,Ewen Bremner,Jason Buckham,Mickey Cantwell,Nicola Collins,Teena Collins,Charles Cork,James Cunningham,Sorcha Cusack,Mickey Dee,Benicio Del Toro,Sam Douglas",Guy Ritchie,Guy Ritchie +120,Indiana Jones and the Last Crusade,1989,8.2,"Action,Adventure",PG-13,2h 7m,He's back in an all new adventure. Memorial Day 1989.,48000000,474171806,"Harrison Ford,Sean Connery,Alison Doody,Denholm Elliott,John Rhys-Davies,Julian Glover,River Phoenix,Michael Byrne,Kevork Malikyan,Robert Eddison,Richard Young,Alexei Sayle,Alex Hyde-White,Paul Maxwell,Isla Blair,Vernon Dobtcheff,J.J. Hardy,Bradley Gregg",Steven Spielberg,"Jeffrey Boam,George Lucas,Menno Meyjes" +121,Bicycle Thieves,1948,8.3,Drama,Not Rated,1h 29m,The Prize Picture They Want to Censor!,133000,436655,"Lamberto Maggiorani,Enzo Staiola,Lianella Carell,Elena Altieri,Gino Saltamerenda,Giulio Chiari,Vittorio Antonucci,Michele Sakara,Fausto Guerzoni,Emma Druetti,Carlo Jachino,Giulio Battiferri,Ida Bracci Dorati,Nando Bruno,Eolo Capritti,Memmo Carotenuto,Giovanni Corporale,Veriano Ginesi",Vittorio De Sica,"Cesare Zavattini,Luigi Bartolini,Oreste Biancoli" +122,Like Stars on Earth,2007,8.3,"Drama,Family",PG,2h 45m,Every Child is Special,Not Available,21897373,"Darsheel Safary,Aamir Khan,Tisca Chopra,Vipin Sharma,Sachet Engineer,Tanay Chheda,Lalitha Lajmi,Girija Oak,Ravi Khanvilkar,Pratima Kulkarni,Meghna Malik,Sonali Sachdev,Sanjay Dadhich,Rajgopal Iyer,Bugs Bhargava Krishna,Shankar Sachdev,M.K. Raina,Gurkirtan","Aamir Khan,Amole Gupte(uncredited)",Amole Gupte +123,1917,2019,8.2,"Action,Drama,War",R,1h 59m,Time is the enemy.,95000000,384479940,"Dean-Charles Chapman,George MacKay,Daniel Mays,Colin Firth,Pip Carter,Andy Apollo,Paul Tinto,Josef Davies,Billy Postlethwaite,Gabriel Akuwudike,Andrew Scott,Spike Leighton,Robert Maaser,Gerran Howell,Adam Hugill,Mark Strong,Richard McCabe,Benjamin Adams",Sam Mendes,"Sam Mendes,Krysty Wilson-Cairns" +124,Downfall,2004,8.2,"Biography,Drama,History",R,2h 36m,"April 1945, a nation awaits its...",13500000,92181574,"Bruno Ganz,Alexandra Maria Lara,Ulrich Matthes,Juliane Köhler,Corinna Harfouch,Heino Ferch,Christian Berkel,Matthias Habich,Thomas Kretschmann,Michael Mendl,André Hennicke,Ulrich Noethen,Birgit Minichmayr,Rolf Kanies,Justus von Dohnányi,Dieter Mann,Christian Redl,Götz Otto",Oliver Hirschbiegel,"Bernd Eichinger,Joachim Fest,Traudl Junge" +125,Dangal,2016,8.3,"Action,Biography,Drama",Not Rated,2h 41m,You think our girls are any lesser than boys?,Not Available,Not Available,"Aamir Khan,Sakshi Tanwar,Fatima Sana Shaikh,Sanya Malhotra,Aparshakti Khurana,Zaira Wasim,Suhani Bhatnagar,Ritvik Sahore,Girish Kulkarni,Ravi Aneja,Anurag Arora,Mahesh Balraj,Vivan Bhatena,Anmol Charan,Karamveer Choudhary,Ishika Gagneja,Badrul Islam,Jagbir",Nitesh Tiwari,"Piyush Gupta,Shreyas Jain,Nikhil Mehrotra" +126,For a Few Dollars More,1965,8.2,Western,R,2h 12m,The man with no name is back.,600000,15000000,"Clint Eastwood,Lee Van Cleef,Gian Maria Volontè,Mara Krupp,Luigi Pistilli,Klaus Kinski,Luis Rodríguez,Benito Stefanelli,Panos Papadopulos,Aldo Sambrell,Roberto Camardiel,Joseph Egger,Tomás Blanco,Lorenzo Robledo,Dante Maggio,Sergio Mendizábal,Diana Rabito,Giovanni Tarallo",Sergio Leone,"Sergio Leone,Fulvio Morsella,Luciano Vincenzoni" +127,Batman Begins,2005,8.2,"Action,Crime,Drama",PG-13,2h 20m,The Legend Begins,150000000,373672993,"Christian Bale,Michael Caine,Ken Watanabe,Liam Neeson,Katie Holmes,Gary Oldman,Cillian Murphy,Tom Wilkinson,Rutger Hauer,Mark Boone Junior,Linus Roache,Morgan Freeman,Larry Holden,Gerard Murphy,Colin McFarlane,Sara Stewart,Gus Lewis,Richard Brake",Christopher Nolan,"Bob Kane,David S. Goyer,Christopher Nolan" +128,The Kid,1921,8.3,"Comedy,Drama,Family",Passed,1h 8m,This is the great film he has been working on for a whole year,250000,41960,"Charles Chaplin,Edna Purviance,Jackie Coogan,Carl Miller,Albert Austin,Beulah Bains,Nellie Bly Baker,Henry Bergman,Edward Biby,B.F. Blinn,Kitty Bradbury,Frank Campeau,Bliss Chevalier,Frances Cochran,Elsie Codd,Jack Coogan Sr.,Estelle Cook,Lillian Crane",Charles Chaplin,Charles Chaplin +129,Some Like It Hot,1959,8.2,"Comedy,Music,Romance",Passed,2h 1m,"Not since SCARFACE, so much action. Not since the Marx Brothers, so much comedy. Not since THE SEVEN YEAR ITCH, so much Marilyn.",2883848,195088,"Marilyn Monroe,Tony Curtis,Jack Lemmon,George Raft,Pat O'Brien,Joe E. Brown,Nehemiah Persoff,Joan Shawlee,Billy Gray,George E. Stone,Dave Barry,Mike Mazurki,Harry Wilson,Beverly Wills,Barbara Drew,Edward G. Robinson Jr.,Sam Bagley,Brandon Beach",Billy Wilder,"Billy Wilder,I.A.L. Diamond,Robert Thoeren" +130,The Father,2020,8.2,"Drama,Mystery",PG-13,1h 37m,Nothing is as it seems,6000000,24427162,"Anthony Hopkins,Olivia Colman,Mark Gatiss,Olivia Williams,Imogen Poots,Rufus Sewell,Ayesha Dharker,Roman Zeller,Adnan Kundi,Brian Rodger,Evie Wray",Florian Zeller,"Christopher Hampton,Florian Zeller" +131,All About Eve,1950,8.2,Drama,Passed,2h 18m,It's all about women---and their men!,1400000,151052,"Bette Davis,Anne Baxter,George Sanders,Celeste Holm,Gary Merrill,Hugh Marlowe,Gregory Ratoff,Barbara Bates,Marilyn Monroe,Thelma Ritter,Walter Hampden,Randy Stuart,Craig Hill,Leland Harris,Barbara White,Eddie Fisher,William Pullen,Claude Stroud",Joseph L. Mankiewicz,"Joseph L. Mankiewicz,Mary Orr" +132,The Wolf of Wall Street,2013,8.2,"Biography,Comedy,Crime",R,3h,Earn. Spend. Party.,100000000,406878233,"Leonardo DiCaprio,Jonah Hill,Margot Robbie,Matthew McConaughey,Kyle Chandler,Rob Reiner,Jon Bernthal,Jon Favreau,Jean Dujardin,Joanna Lumley,Cristin Milioti,Christine Ebersole,Shea Whigham,Katarina Cas,P.J. Byrne,Kenneth Choi,Brian Sacca,Henry Zebrowski",Martin Scorsese,"Terence Winter,Jordan Belfort" +133,Green Book,2018,8.2,"Biography,Comedy,Drama",PG-13,2h 10m,Inspired by a True Friendship,23000000,321752656,"Viggo Mortensen,Mahershala Ali,Linda Cardellini,Sebastian Maniscalco,Dimiter D. Marinov,Mike Hatton,P.J. Byrne,Joe Cortese,Maggie Nixon,Von Lewis,Jon Sortland,Don Stark,Anthony Mangano,Paul Sloan,Quinn Duffy,Seth Hurwitz,Hudson Galloway,Gavin Lyle Foley",Peter Farrelly,"Nick Vallelonga,Brian Hayes Currie,Peter Farrelly" +134,Judgment at Nuremberg,1961,8.3,"Drama,War",Approved,2h 59m,More than a motion picture...It is an overwhelming experience in human emotion you will never forget!,3000000,12180,"Spencer Tracy,Burt Lancaster,Richard Widmark,Marlene Dietrich,Maximilian Schell,Judy Garland,Montgomery Clift,William Shatner,Werner Klemperer,Kenneth MacKenna,Torben Meyer,Joseph Bernard,Alan Baxter,Edward Binns,Virginia Christine,Otto Waldis,Karl Swenson,Martin Brandt",Stanley Kramer,"Abby Mann,Montgomery Clift" +135,Casino,1995,8.2,"Crime,Drama",R,2h 58m,You don't stay at the top forever,52000000,116112375,"Robert De Niro,Sharon Stone,Joe Pesci,James Woods,Don Rickles,Alan King,Kevin Pollak,L.Q. Jones,Dick Smothers,Frank Vincent,John Bloom,Pasquale Cajano,Melissa Prophet,Bill Allison,Vinny Vella,Philip Suriano,Erika von Tagen,Frankie Avalon",Martin Scorsese,"Nicholas Pileggi,Martin Scorsese" +136,Ran,1985,8.2,"Action,Drama,War",R,2h 42m,tionDramaWar,11500000,4164283,"Tatsuya Nakadai,Akira Terao,Jinpachi Nezu,Daisuke Ryû,Mieko Harada,Yoshiko Miyazaki,Hisashi Igawa,Pîtâ,Masayuki Yui,Kazuo Katô,Norio Matsui,Toshiya Ito,Kenji Kodama,Takashi Watanabe,Mansai Nomura,Takeshi Katô,Jun Tazaki,Hitoshi Ueki",Akira Kurosawa,"Akira Kurosawa,Hideo Oguni,Masato Ide" +137,Pan's Labyrinth,2006,8.2,"Drama,Fantasy,War",R,1h 58m,What happens when make-believe believes it's real?,19000000,83862032,"Ivana Baquero,Ariadna Gil,Sergi López,Maribel Verdú,Doug Jones,Álex Angulo,Manolo Solo,César Vea,Roger Casamajor,Ivan Massagué,Gonzalo Uriarte,Eusebio Lázaro,Francisco Vidal,Juanjo Cucalón,Lina Mira,Mario Zorrilla,Sebastián Haro,Mila Espiga",Guillermo del Toro,Guillermo del Toro +138,The Truman Show,1998,8.2,"Comedy,Drama",PG,1h 43m,All the world's a stage...,60000000,264118201,"Jim Carrey,Ed Harris,Laura Linney,Noah Emmerich,Natascha McElhone,Holland Taylor,Brian Delate,Blair Slater,Peter Krause,Heidi Schanz,Ron Taylor,Don Taylor,Ted Raymond,Judy Clayton,Fritz Dominique,Angel Schmiedt,Nastassja Schmiedt,Muriel Moore",Peter Weir,Andrew Niccol +139,There Will Be Blood,2007,8.2,Drama,R,2h 38m,There Will Be Greed. There Will Be Vengeance.,25000000,76182388,"Daniel Day-Lewis,Paul Dano,Ciarán Hinds,Martin Stringer,Matthew Braden Stringer,Jacob Stringer,Joseph Mussey,Barry Del Sherman,Harrison Taylor,Stockton Taylor,Paul F. Tompkins,Dillon Freasier,Kevin Breznahan,Jim Meskimen,Erica Sullivan,Randall Carver,Coco Leigh,Sydney McCallister",Paul Thomas Anderson,"Paul Thomas Anderson,Upton Sinclair" +140,Unforgiven,1992,8.2,"Drama,Western",R,2h 10m,"It's a hell of a thing, killing a man",14400000,159167799,"Clint Eastwood,Gene Hackman,Morgan Freeman,Richard Harris,Jaimz Woolvett,Saul Rubinek,Frances Fisher,Anna Thomson,David Mucci,Rob Campbell,Anthony James,Tara Frederick,Beverley Elliott,Liisa Repo-Martell,Josie Smith,Shane Meier,Aline Levasseur,Cherrilene Cardinal",Clint Eastwood,David Webb Peoples +141,The Sixth Sense,1999,8.2,"Drama,Mystery,Thriller",PG-13,1h 47m,"""I see dead people""",40000000,672806432,"Bruce Willis,Haley Joel Osment,Toni Collette,Olivia Williams,Trevor Morgan,Donnie Wahlberg,Peter Anthony Tambakis,Jeffrey Zubernis,Bruce Norris,Glenn Fitzgerald,Greg Wood,Mischa Barton,Angelica Page,Lisa Summerour,Firdous Bamji,Samia Shoaib,Hayden Saunier,Janis Dardaris",M. Night Shyamalan,M. Night Shyamalan +142,Shutter Island,2010,8.2,"Mystery,Thriller",R,2h 18m,Someone is missing.,80000000,294805697,"Leonardo DiCaprio,Emily Mortimer,Mark Ruffalo,Ben Kingsley,Max von Sydow,Michelle Williams,Patricia Clarkson,Jackie Earle Haley,Ted Levine,John Carroll Lynch,Elias Koteas,Robin Bartlett,Christopher Denham,Nellie Sciutto,Joseph Sikora,Curtiss Cook,Raymond Anthony Thomas,Joseph McKenna",Martin Scorsese,"Laeta Kalogridis,Dennis Lehane" +143,A Beautiful Mind,2001,8.2,"Biography,Drama",PG-13,2h 15m,The Only Thing Greater Than the Power of the Mind is the Courage of the Heart,58000000,316791257,"Russell Crowe,Ed Harris,Jennifer Connelly,Christopher Plummer,Paul Bettany,Adam Goldberg,Josh Lucas,Anthony Rapp,Jason Gray-Stanford,Judd Hirsch,Austin Pendleton,Vivien Cardone,Jillie Simon,Victor Steinbach,Tanya Clarke,Thomas F. Walsh,Jesse Doran,Kent Cassella",Ron Howard,"Akiva Goldsman,Sylvia Nasar" +144,Jurassic Park,1993,8.2,"Action,Adventure,Sci-Fi",PG-13,2h 7m,Life finds a way.,63000000,1109802321,"Sam Neill,Laura Dern,Jeff Goldblum,Richard Attenborough,Bob Peck,Martin Ferrero,BD Wong,Joseph Mazzello,Ariana Richards,Samuel L. Jackson,Wayne Knight,Gerald R. Molen,Miguel Sandoval,Cameron Thor,Christopher John Fields,Whit Hertford,Dean Cundey,Jophery C. Brown",Steven Spielberg,"Michael Crichton,David Koepp" +145,Yojimbo,1961,8.2,"Action,Drama,Thriller",Not Rated,1h 50m,Better if all these men were dead. Think about it!,Not Available,46808,"Toshirô Mifune,Eijirô Tôno,Tatsuya Nakadai,Yôko Tsukasa,Isuzu Yamada,Daisuke Katô,Seizaburô Kawazu,Takashi Shimura,Hiroshi Tachikawa,Yôsuke Natsuki,Kamatari Fujiwara,Ikio Sawamura,Atsushi Watanabe,Susumu Fujita,Kyû Sazanka,Kô Nishimura,Takeshi Katô,Ichirô Nakatani",Akira Kurosawa,"Akira Kurosawa,Ryûzô Kikushima" +146,The Treasure of the Sierra Madre,1948,8.2,"Adventure,Drama,Western",Passed,2h 6m,Storming to a New High in High Adventure !,3000000,5014000,"Humphrey Bogart,Walter Huston,Tim Holt,Bruce Bennett,Barton MacLane,Alfonso Bedoya,Arturo Soto Rangel,Manuel Dondé,José Torvay,Margarito Luna,Robert Blake,Guillermo Calles,Roberto Cañedo,Spencer Chan,Jacqueline Dalya,Ralph Dunn,Ernesto Escoto,Pat Flaherty",John Huston,"John Huston,B. Traven" +147,Monty Python and the Holy Grail,1975,8.2,"Adventure,Comedy,Fantasy",PG,1h 31m,You can do worse than see it.,229575,1940906,"Graham Chapman,John Cleese,Eric Idle,Terry Gilliam,Terry Jones,Michael Palin,Connie Booth,Carol Cleveland,Neil Innes,Bee Duffell,John Young,Rita Davies,Avril Stewart,Sally Kinghorn,Mark Zycon,Elspeth Cameron,Mitsuko Forstater,Sandy Johnson","Terry Gilliam,Terry Jones","Graham Chapman,John Cleese,Eric Idle" +148,The Great Escape,1963,8.2,"Adventure,Drama,History",Approved,2h 52m,put a fence in front of these men...and they'll climb it...,4000000,228178,"Steve McQueen,James Garner,Richard Attenborough,Charles Bronson,James Donald,Donald Pleasence,James Coburn,Hannes Messemer,David McCallum,Gordon Jackson,John Leyton,Angus Lennie,Nigel Stock,Robert Graf,Jud Taylor,Hans Reiser,Harry Riebauer,William Russell",John Sturges,"Paul Brickhill,James Clavell,W.R. Burnett" +149,No Country for Old Men,2007,8.2,"Crime,Drama,Thriller",R,2h 2m,There Are No Clean Getaways,25000000,171627434,"Tommy Lee Jones,Javier Bardem,Josh Brolin,Woody Harrelson,Kelly Macdonald,Garret Dillahunt,Tess Harper,Barry Corbin,Stephen Root,Rodger Boyce,Beth Grant,Ana Reeder,Kit Gwin,Zach Hopkins,Chip Love,Eduardo Antonio Garcia,Gene Jones,Myk Watford","Ethan Coen,Joel Coen","Joel Coen,Ethan Coen,Cormac McCarthy" +150,Spider-Man: No Way Home,2021,8.2,"Action,Adventure,Fantasy",PG-13,2h 28m,The Multiverse Unleashed.,200000000,1921847111,"Tom Holland,Zendaya,Benedict Cumberbatch,Jacob Batalon,Jon Favreau,Jamie Foxx,Willem Dafoe,Alfred Molina,Benedict Wong,Tony Revolori,Marisa Tomei,Andrew Garfield,Tobey Maguire,Angourie Rice,Arian Moayed,Paula Newsome,Hannibal Buress,Martin Starr",Jon Watts,"Chris McKenna,Erik Sommers,Stan Lee" +151,Kill Bill: Vol. 1,2003,8.2,"Action,Crime,Drama",R,1h 51m,"In the year 2003, Uma Thurman will kill Bill",30000000,180906076,"Uma Thurman,David Carradine,Daryl Hannah,Michael Madsen,Lucy Liu,Vivica A. Fox,Julie Dreyfus,Chiaki Kuriyama,Shin'ichi Chiba,Chia-Hui Liu,Michael Parks,Michael Bowen,Jun Kunimura,Kenji Ôba,Yuki Kazamatsuri,James Parks,Sakichi Sato,Jonathan Loughran",Quentin Tarantino,"Quentin Tarantino,Uma Thurman" +152,Rashomon,1950,8.2,"Crime,Drama,Mystery",Not Rated,1h 28m,"The husband, the wife...or the bandit?",250000,81379,"Toshirô Mifune,Machiko Kyô,Masayuki Mori,Takashi Shimura,Minoru Chiaki,Kichijirô Ueda,Noriko Honma,Daisuke Katô",Akira Kurosawa,"Ryûnosuke Akutagawa,Akira Kurosawa,Shinobu Hashimoto" +153,The Thing,1982,8.2,"Horror,Mystery,Sci-Fi",R,1h 49m,Anytime. Anywhere. Anyone.,15000000,19632715,"Kurt Russell,Wilford Brimley,Keith David,Richard Masur,T.K. Carter,David Clennon,Richard Dysart,Charles Hallahan,Peter Maloney,Donald Moffat,Joel Polis,Thomas G. Waites,Norbert Weisser,Larry Franco,Nate Irwin,William Zeman,Adrienne Barbeau,John Carpenter",John Carpenter,"Bill Lancaster,John W. Campbell Jr." +154,Finding Nemo,2003,8.2,"Animation,Adventure,Comedy",G,1h 40m,71% of the Earth's surface is covered by water. That's a lot of space to find one fish.,94000000,941637960,"Albert Brooks,Ellen DeGeneres,Alexander Gould,Willem Dafoe,Brad Garrett,Allison Janney,Austin Pendleton,Stephen Root,Vicki Lewis,Joe Ranft,Geoffrey Rush,Andrew Stanton,Elizabeth Perkins,Nicholas Bird,Bob Peterson,Barry Humphries,Eric Bana,Bruce Spence","Andrew Stanton,Lee Unkrich(co-director)","Andrew Stanton,Bob Peterson,David Reynolds" +155,The Elephant Man,1980,8.2,"Biography,Drama",PG,2h 4m,An incredible but true story... probably this year's best film.,5000000,26023860,"Anthony Hopkins,John Hurt,Anne Bancroft,John Gielgud,Wendy Hiller,Freddie Jones,Michael Elphick,Hannah Gordon,Helen Ryan,John Standing,Dexter Fletcher,Lesley Dunlop,Phoebe Nicholls,Pat Gorman,Claire Davenport,Orla Pederson,Patsy Smart,Frederick Treves",David Lynch,"Christopher De Vore,Eric Bergren,David Lynch" +156,Chinatown,1974,8.2,"Drama,Mystery,Thriller",R,2h 10m,You get tough. You get tender. You get close to each other. Maybe you even get close to the truth.,6000000,29225935,"Jack Nicholson,Faye Dunaway,John Huston,Perry Lopez,John Hillerman,Darrell Zwerling,Diane Ladd,Roy Jenson,Roman Polanski,Richard Bakalyan,Joe Mantell,Bruce Glover,Nandu Hinds,James O'Rear,James Hong,Beulah Quo,Jerry Fujikawa,Belinda Palmer",Roman Polanski,"Robert Towne,Roman Polanski" +157,Raging Bull,1980,8.2,"Biography,Drama,Sport",R,2h 9m,ographyDramaSport,18000000,23402427,"Robert De Niro,Cathy Moriarty,Joe Pesci,Frank Vincent,Nicholas Colasanto,Theresa Saldana,Mario Gallo,Frank Adonis,Joseph Bono,Frank Topham,Lori Anne Flax,Charles Scorsese,Don Dunphy,Bill Hanrahan,Rita Bennett,James V. Christy,Bernie Allen,Floyd Anderson",Martin Scorsese,"Jake LaMotta,Joseph Carter,Peter Savage" +158,V for Vendetta,2005,8.2,"Action,Drama,Sci-Fi",R,2h 12m,"Remember, remember the 5th of November, the gun powder treason and plot. I know of no reason why the gun powder treason should ever be forgot.",54000000,134686457,"Hugo Weaving,Natalie Portman,Rupert Graves,Stephen Rea,Stephen Fry,John Hurt,Tim Pigott-Smith,Roger Allam,Ben Miles,Sinéad Cusack,Natasha Wightman,John Standing,Eddie Marsan,Clive Ashborn,Emma Field-Rayner,Ian Burfield,Mark Phoenix,Alister Mazzotti",James McTeigue,"Lilly Wachowski,Lana Wachowski,David Lloyd" +159,Gone with the Wind,1939,8.2,"Drama,Romance,War",Passed,3h 58m,"For the thousands who remember its unparalleled drama, action and romance! For the new thousands to whom the wonders will be revealed for the first time! Breathtaking spectacle, inspired acting by the greatest cast ever assembled! The screen's most exciting love story! The most-talked about picture ever made! [reissue]",3977000,402382193,"Clark Gable,Vivien Leigh,Thomas Mitchell,Barbara O'Neil,Evelyn Keyes,Ann Rutherford,George Reeves,Fred Crane,Hattie McDaniel,Oscar Polk,Butterfly McQueen,Victor Jory,Everett Brown,Howard Hickman,Alicia Rhett,Leslie Howard,Olivia de Havilland,Rand Brooks","Victor Fleming,George Cukor(uncredited),Sam Wood(uncredited)","Margaret Mitchell,Sidney Howard,Oliver H.P. Garrett" +160,"Lock, Stock and Two Smoking Barrels",1998,8.2,"Action,Comedy,Crime",R,1h 47m,A Disgrace to Criminals Everywhere.,960000,3753929,"Jason Flemyng,Dexter Fletcher,Nick Moran,Jason Statham,Steven Mackintosh,Nicholas Rowe,Nick Marcq,Charles Forbes,Vinnie Jones,Lenny McLean,Peter McNicholl,P.H. Moriarty,Frank Harper,Steve Sweeney,Huggy Leaver,Ronnie Fox,Tony McMahon,Stephen Marcus",Guy Ritchie,Guy Ritchie +161,Inside Out,2015,8.2,"Animation,Adventure,Comedy",PG,1h 35m,Meet the little voices inside your head.,175000000,858848019,"Amy Poehler,Bill Hader,Lewis Black,Mindy Kaling,Phyllis Smith,Richard Kind,Kaitlyn Dias,Diane Lane,Kyle MacLachlan,Paula Poundstone,Bobby Moynihan,Paula Pell,Dave Goelz,Frank Oz,Josh Cooley,Flea,John Ratzenberger,Carlos Alazraqui","Pete Docter,Ronnie Del Carmen(co-director)","Pete Docter,Ronnie Del Carmen,Meg LeFauve" +162,Dial M for Murder,1954,8.2,"Crime,Thriller",PG,1h 45m,Kiss By Kiss...Supreme Suspense Unfurls!,1400000,31207,"Ray Milland,Grace Kelly,Robert Cummings,John Williams,Anthony Dawson,Leo Britt,Patrick Allen,George Leigh,George Alderson,Robin Hughes,Richard Bender,Robin Sanders Clark,Jack Cunningham,Robert Dobson,Guy Doleman,Bess Flowers,Robert Garvin,Herschel Graham",Alfred Hitchcock,Frederick Knott +163,The Secret in Their Eyes,2009,8.2,"Drama,Mystery,Romance",R,2h 9m,Un crimen sin castigo. Un amor puro. Una historia que no debe morir. [A crime without a punishment. A pure love. A story that must not die.],Not Available,Not Available,"Ricardo Darín,Soledad Villamil,Pablo Rago,Carla Quevedo,Javier Godino,Bárbara Palladino,Rudy Romano,Alejandro Abelenda,Mario Alarcón,Guillermo Francella,Sebastián Blanco,Mariano Argento,José Luis Gioia,Juan José Ortíz,Kiko Cerone,Fernando Pardo,Maximiliano Trento,Sergio Santana",Juan José Campanella,"Eduardo Sacheri,Juan José Campanella" +164,Howl's Moving Castle,2004,8.2,"Animation,Adventure,Family",PG,1h 59m,imationAdventureFamilyFantasy,24000000,237536126,"Chieko Baisho,Takuya Kimura,Tatsuya Gashûin,Akihiro Miwa,Ryûnosuke Kamiki,Mitsunori Isaki,Yô Ôizumi,Akio Ôtsuka,Daijirô Harada,Haruko Katô,Jean Simmons,Christian Bale,Lauren Bacall,Blythe Danner,Emily Mortimer,Josh Hutcherson,Billy Crystal,Jena Malone",Hayao Miyazaki,"Hayao Miyazaki,Diana Wynne Jones" +165,"Three Billboards Outside Ebbing, Missouri",2017,8.1,"Comedy,Crime,Drama",R,1h 55m,medyCrimeDrama,15000000,162861289,"Frances McDormand,Woody Harrelson,Sam Rockwell,Caleb Landry Jones,Kerry Condon,Alejandro Barrios,Clarke Peters,Darrell Britt-Gibson,Abbie Cornish,Riya May Atwood,Selah Atwood,Lucas Hedges,Zeljko Ivanek,Amanda Warren,Malaya Rivera Drew,Sandy Martin,Peter Dinklage,Christopher Berry",Martin McDonagh,Martin McDonagh +166,The Bridge on the River Kwai,1957,8.2,"Adventure,Drama,War",PG,2h 41m,"The towering triumph of adventure from the makers of ""Lawrence of Arabia.""",3000000,27200000,"William Holden,Alec Guinness,Jack Hawkins,Sessue Hayakawa,James Donald,Geoffrey Horne,André Morell,Peter Williams,John Boxer,Percy Herbert,Harold Goodwin,Ann Sears,Heihachirô Ôkawa,Keiichirô Katsumoto,M.R.B. Chakrabandhu,Vilaiwan Seeboonreaung,Ngamta Suphaphongs,Javanart Punynchoti",David Lean,"Pierre Boulle,Carl Foreman,Michael Wilson" +167,Trainspotting,1996,8.1,Drama,R,1h 33m,"Choose life. Choose a job. Choose a starter home. Choose dental insurance, leisure wear and matching luggage. Choose your future. But why would anyone want to do a thing like that?",1500000,16767475,"Ewan McGregor,Ewen Bremner,Jonny Lee Miller,Kevin McKidd,Robert Carlyle,Kelly Macdonald,Peter Mullan,James Cosmo,Eileen Nicholas,Susan Vidler,Pauline Lynch,Shirley Henderson,Stuart McQuarrie,Irvine Welsh,Dale Winton,Keith Allen,Kevin Allen,Annie Louise Ross",Danny Boyle,"Irvine Welsh,John Hodge" +168,Prisoners,2013,8.1,"Crime,Drama,Mystery",R,2h 33m,Every moment matters,46000000,122126687,"Hugh Jackman,Jake Gyllenhaal,Viola Davis,Melissa Leo,Maria Bello,Terrence Howard,Paul Dano,Dylan Minnette,Zoë Soul,Erin Gerasimovich,Kyla-Drew,Wayne Duvall,Len Cariou,David Dastmalchian,Brad James,Anthony Reynolds,Robert C. Treveiler,Sandra Ellis Lafferty",Denis Villeneuve,Aaron Guzikowski +169,Warrior,2011,8.2,"Action,Drama,Sport",PG-13,2h 20m,Fight for Country,25000000,23308615,"Tom Hardy,Nick Nolte,Joel Edgerton,Jennifer Morrison,Frank Grillo,Kevin Dunn,Maximiliano Hernández,Bryan Callen,Sam Sheridan,Fernando Chien,Jake McLaughlin,Vanessa Martinez,Denzel Whitaker,Carlos Miranda,Nick Lehane,Laura Chinn,Capri Thomas,Lexi Cowan",Gavin O'Connor,"Gavin O'Connor,Anthony Tambakis,Cliff Dorfman" +170,Fargo,1996,8.1,"Crime,Thriller",R,1h 38m,A homespun murder story.,7000000,60611975,"William H. Macy,Frances McDormand,Steve Buscemi,Peter Stormare,Kristin Rudrüd,Harve Presnell,Tony Denman,Gary Houston,Sally Wingert,Kurt Schweickhardt,Larissa Kokernot,Melissa Peterman,Steve Reevis,Warren Keith,Steve Edelman,Sharon Anderson,Larry Brandenburg,James Gaulke","Joel Coen,Ethan Coen(uncredited)","Ethan Coen,Joel Coen" +171,Gran Torino,2008,8.1,Drama,R,1h 56m,ma,33000000,269958228,"Clint Eastwood,Bee Vang,Christopher Carley,Ahney Her,Brian Haley,Geraldine Hughes,Dreama Walker,Brian Howe,John Carroll Lynch,William Hill,Brooke Chia Thao,Chee Thao,Choua Kue,Scott Eastwood,Xia Soua Chang,Sonny Vue,Doua Moua,Greg Trzaskoma",Clint Eastwood,"Nick Schenk,Dave Johannson" +172,My Neighbor Totoro,1988,8.1,"Animation,Comedy,Family",G,1h 26m,imationComedyFamilyFantasy,Not Available,Not Available,"Hitoshi Takagi,Noriko Hidaka,Chika Sakamoto,Shigesato Itoi,Sumi Shimamoto,Tanie Kitabayashi,Hiroko Maruyama,Machiko Washio,Reiko Suzuki,Masashi Hirose,Toshiyuki Amagasa,Shigeru Chiba,Naoki Tatsuta,Tarako,Tomohiro Nishimura,Mitsuko Ishida,Chie Kôjiro,Daiki Nakamura",Hayao Miyazaki,Hayao Miyazaki +173,Catch Me If You Can,2002,8.1,"Biography,Crime,Drama",PG-13,2h 21m,The true story of a real fake.,Not Available,Not Available,"Leonardo DiCaprio,Tom Hanks,Christopher Walken,Martin Sheen,Nathalie Baye,Amy Adams,James Brolin,Brian Howe,Frank John Hughes,Steve Eastin,Chris Ellis,John Finn,Jennifer Garner,Nancy Lenehan,Ellen Pompeo,Elizabeth Banks,Guy Thauvette,Candice Azzara",Steven Spielberg,"Jeff Nathanson,Frank Abagnale Jr.,Stan Redding" +174,Million Dollar Baby,2004,8.1,"Drama,Sport",PG-13,2h 12m,"Beyond his silence, there is a past. Beyond her dreams, there is a feeling. Beyond hope, there is a memory. Beyond their journey, there is a love.",30000000,216763646,"Hilary Swank,Clint Eastwood,Morgan Freeman,Jay Baruchel,Mike Colter,Lucia Rijker,Brían F. O'Byrne,Anthony Mackie,Margo Martindale,Riki Lindhome,Michael Peña,Benito Martinez,Bruce MacVittie,David Powledge,Joe D'Angerio,Marcus Chait,Tom McCleister,Erica Grant",Clint Eastwood,"Paul Haggis,F.X. Toole" +175,Children of Heaven,1997,8.2,"Drama,Family,Sport",PG,1h 29m,A Little Secret...Their Biggest Adventure!,Not Available,Not Available,"Mohammad Amir Naji,Amir Farrokh Hashemian,Bahare Seddiqi,Nafise Jafar-Mohammadi,Fereshte Sarabandi,Kamal Mirkarimi,Behzad Rafi,Dariush Mokhtari,Mohammad-Hasan Hosseinian,Masume Dair,Kambiz Peykarnegar,Hasan Roohparvari,Abbas-Ali Roomandi,Jafar Seyfollahi,Qolamreza Maleki,Zahra Mirzai,Sara Zamani,Mohammad Haj-Hosseini",Majid Majidi,Majid Majidi +176,Blade Runner,1982,8.1,"Action,Drama,Sci-Fi",R,1h 57m,A Futuristic Vision Perfected [2007 Final Cut],28000000,41722424,"Harrison Ford,Rutger Hauer,Sean Young,Edward James Olmos,M. Emmet Walsh,Daryl Hannah,William Sanderson,Brion James,Joe Turkel,Joanna Cassidy,James Hong,Morgan Paull,Kevin Thompson,John Edward Allen,Hy Pyke,Kimiko Hiroshige,Bob Okazaki,Carolyn DeMirjian",Ridley Scott,"Hampton Fancher,David Webb Peoples,Philip K. Dick" +177,The Gold Rush,1925,8.1,"Adventure,Comedy,Drama",Passed,1h 35m,"""The Picture I Want to Be Remembered by."" -Charlie Chaplin. (Print Ad- Calgary Daily Herald, ((Calgary, Alta.)) 30 December 1925)",923000,29328,"Charles Chaplin,Mack Swain,Tom Murray,Henry Bergman,Malcolm Waite,Georgia Hale,Jack Adams,Frank Aderias,Leona Aderias,Lillian Adrian,Sam Allen,Claude Anderson,Harry Arras,Albert Austin,Marta Belfort,William Bell,Francis Bernhardt,F.J. Beuaregard",Charles Chaplin,Charles Chaplin +178,Before Sunrise,1995,8.1,"Drama,Romance",R,1h 41m,Jump on and live a Eurorail journey you will never forget!,2500000,5987386,"Ethan Hawke,Julie Delpy,Andrea Eckert,Hanno Pöschl,Karl Bruckschwaiger,Tex Rubinowitz,Erni Mangold,Dominik Castell,Haymon Maria Buttinger,Harald Waiglein,Bilge Jeschim,Kurti,Hans Weingartner,Liese Lyon,Peter Ily Huemer,Otto Reiter,Hubert Fabian Kulterer,Branko Andric",Richard Linklater,"Richard Linklater,Kim Krizan" +179,12 Years a Slave,2013,8.1,"Biography,Drama,History",R,2h 14m,The extraordinary true story of Solomon Northup,20000000,187733202,"Chiwetel Ejiofor,Michael Kenneth Williams,Michael Fassbender,Brad Pitt,Dwight Henry,Dickie Gravois,Bryan Batt,Ashley Dyke,Kelsey Scott,Quvenzhané Wallis,Cameron Zeigler,Tony Bentley,Scoot McNairy,Taran Killam,Christopher Berry,Bill Camp,Mister Mackey Jr.,Chris Chalk",Steve McQueen,"John Ridley,Solomon Northup" +180,Klaus,2019,8.2,"Animation,Adventure,Comedy",PG,1h 36m,Discover the friendship that launched a legend.,Not Available,Not Available,"Jason Schwartzman,J.K. Simmons,Rashida Jones,Will Sasso,Neda Margrethe Labba,Sergio Pablos,Norm MacDonald,Joan Cusack,Evan Agos,Sky Alexis,Jaeden Bettencourt,Teddy Blum,Mila Brener,Sydney Brower,Finn Carr,Kendall Joy Hall,Hailey Hermida,Lexie Holland","Sergio Pablos,Carlos Martínez López(co-director)","Sergio Pablos,Jim Mahoney,Zach Lewis" +181,Harry Potter and the Deathly Hallows: Part 2,2011,8.1,"Adventure,Family,Fantasy",PG-13,2h 10m,It All Ends Here,125000000,1342359942,"Daniel Radcliffe,Emma Watson,Rupert Grint,Michael Gambon,Ralph Fiennes,Alan Rickman,Evanna Lynch,Domhnall Gleeson,Clémence Poésy,Warwick Davis,John Hurt,Helena Bonham Carter,Graham Duff,Anthony Allgood,Rusty Goffe,Jon Key,Kelly Macdonald,Jason Isaacs",David Yates,"Steve Kloves,J.K. Rowling" +182,On the Waterfront,1954,8.1,"Crime,Drama,Thriller",Approved,1h 48m,The Man Lived by the Jungle Law of the Docks!,910000,910000 (estimated),"Marlon Brando,Karl Malden,Lee J. Cobb,Rod Steiger,Pat Henning,Leif Erickson,James Westerfield,Tony Galento,Tami Mauriello,John F. Hamilton,John Heldabrand,Rudy Bond,Don Blackman,Arthur Keegan,Abe Simon,Eva Marie Saint,Martin Balsam,Dan Bergin",Elia Kazan,"Budd Schulberg,Malcolm Johnson,Robert Siodmak" +183,Ben-Hur,1959,8.1,"Adventure,Drama",G,3h 32m,A Tale of the Christ,15000000,74437720,"Charlton Heston,Jack Hawkins,Stephen Boyd,Haya Harareet,Hugh Griffith,Martha Scott,Cathy O'Donnell,Sam Jaffe,Finlay Currie,Frank Thring,Terence Longdon,George Relph,André Morell,Nello Appodia,Fortunato Arena,Bruno Ariè,Les Ballets Africains,Emma Baron",William Wyler,"Lew Wallace,Karl Tunberg,Gore Vidal" +184,Gone Girl,2014,8.1,"Drama,Mystery,Thriller",R,2h 29m,You don't know what you've got 'til it's...,Not Available,Not Available,"Ben Affleck,Rosamund Pike,Neil Patrick Harris,Tyler Perry,Carrie Coon,Kim Dickens,Patrick Fugit,David Clennon,Lisa Banes,Missi Pyle,Emily Ratajkowski,Casey Wilson,Lola Kirke,Boyd Holbrook,Sela Ward,Lee Norris,Jamie McShane,Leonard Kelly-Young",David Fincher,Gillian Flynn +185,The Grand Budapest Hotel,2014,8.1,"Adventure,Comedy,Crime",R,1h 39m,ventureComedyCrime,25000000,173082189,"Ralph Fiennes,F. Murray Abraham,Mathieu Amalric,Adrien Brody,Willem Dafoe,Jeff Goldblum,Harvey Keitel,Jude Law,Bill Murray,Edward Norton,Saoirse Ronan,Jason Schwartzman,Léa Seydoux,Tilda Swinton,Tom Wilkinson,Owen Wilson,Tony Revolori,Larry Pine",Wes Anderson,"Stefan Zweig,Wes Anderson,Hugo Guinness" +186,Wild Strawberries,1957,8.1,"Drama,Romance",Not Rated,1h 31m,"""We are such stuff as dreams are made on, and our little life is rounded with a sleep."" Shakespeare - The Tempest",Not Available,60418,"Victor Sjöström,Bibi Andersson,Ingrid Thulin,Gunnar Björnstrand,Jullan Kindahl,Folke Sundquist,Björn Bjelfvenstam,Naima Wifstrand,Gunnel Broström,Gertrud Fridh,Sif Ruud,Gunnar Sjöberg,Max von Sydow,Åke Fridell,Yngve Nordwall,Per Sjöstrand,Gio Petré,Gunnel Lindblom",Ingmar Bergman,Ingmar Bergman +187,The General,1926,8.1,"Action,Adventure,Comedy",Passed,1h 7m,"Buster drives ""The General"" to trainload of laughter. (Trade paper ad).",750000,750000 (estimated),"Buster Keaton,Marion Mack,Glen Cavender,Jim Farley,Frederick Vroom,Frank Barnes,Charles Henry Smith,Joe Keaton,Mike Donlin,Tom Nawn,Henry Baird,Joe Bricher,Jimmy Bryant,Sergeant Bukowski,C.C. Cruson,Jack Dempster,Keith Fennell,Budd Fine","Clyde Bruckman,Buster Keaton","Buster Keaton,Clyde Bruckman,Al Boasberg" +188,The Third Man,1949,8.1,"Film-Noir,Mystery,Thriller",Approved,1h 33m,Carol Reed's Classic Thriller,Not Available,1226507,"Orson Welles,Joseph Cotten,Alida Valli,Trevor Howard,Paul Hörbiger,Ernst Deutsch,Erich Ponto,Siegfried Breuer,Hedwig Bleibtreu,Bernard Lee,Wilfrid Hyde-White,Nelly Arno,Jack Arrow,Harold Ayer,Harry Belcher,Leo Bieber,Paul Birch,Martin Boddey",Carol Reed,"Graham Greene,Orson Welles,Alexander Korda" +189,In the Name of the Father,1993,8.1,"Biography,Crime,Drama",R,2h 13m,Falsely accused. Wrongly imprisoned. He fought for justice to clear his father's name.,Not Available,Not Available,"Daniel Day-Lewis,Pete Postlethwaite,Alison Crosbie,Philip King,Emma Thompson,Nye Heron,Anthony Brophy,Frankie McCafferty,Paul Warriner,Julian Walsh,Stuart Wolfenden,Jo Connor,Karen Carlisle,Seamus Moran,Billy Byrne,Maureen McBride,Jane Nolan,Laurence Griffin",Jim Sheridan,"Gerry Conlon,Terry George,Jim Sheridan" +190,The Deer Hunter,1978,8.1,"Drama,War",R,3h 3m,One of the most important and powerful films of all time!,15000000,49074379,"Robert De Niro,Christopher Walken,John Cazale,John Savage,Meryl Streep,George Dzundza,Chuck Aspegren,Shirley Stoler,Rutanya Alda,Pierre Segui,Mady Kaplan,Amy Wright,Mary Ann Haenel,Richard Kuss,Joe Grifasi,Christopher Colombi Jr.,Victoria Karnafel,Jack Scardino",Michael Cimino,"Michael Cimino,Deric Washburn,Louis Garfinkle" +191,Barry Lyndon,1975,8.1,"Adventure,Drama,War",PG,3h 5m,At long last Redmond Barry became a gentleman -- and that was his tragedy.,11000000,199632,"Ryan O'Neal,Marisa Berenson,Patrick Magee,Hardy Krüger,Steven Berkoff,Gay Hamilton,Marie Kean,Diana Körner,Murray Melvin,Frank Middlemass,André Morell,Arthur O'Sullivan,Godfrey Quigley,Leonard Rossiter,Philip Stone,Leon Vitali,John Bindon,Roger Booth",Stanley Kubrick,"Stanley Kubrick,William Makepeace Thackeray" +192,Hacksaw Ridge,2016,8.1,"Biography,Drama,History",R,2h 19m,Based on the incredible true story.,40000000,180563636,"Andrew Garfield,Sam Worthington,Luke Bracey,Teresa Palmer,Richard Pyros,Jacob Warner,Milo Gibson,Darcy Bryce,Roman Guerriero,James Lugton,Kasia Stelmach,Hugo Weaving,Rachel Griffiths,Jarin Towney,Tim McGarry,Tyler Coppin,Richard Platt,Nathaniel Buzolic",Mel Gibson,"Robert Schenkkan,Andrew Knight" +193,The Wages of Fear,1953,8.2,"Adventure,Drama,Thriller",Not Rated,2h 11m,The complete restored version of the 1953 French classic [reissue],Not Available,1098,"Yves Montand,Charles Vanel,Peter van Eyck,Folco Lulli,Véra Clouzot,William Tubbs,Darío Moreno,Jo Dest,Antonio Centa,Luis De Lima,Grégoire Gromoff,Josep Palau i Fabre,Faustini,Seguna,Darling Légitimus,René Baranger,Pat Hurst,Evelio Larenagas",Henri-Georges Clouzot,"Georges Arnaud,Henri-Georges Clouzot,Jérôme Géronimi" +194,Memories of Murder,2003,8.1,"Crime,Drama,Mystery",Not Rated,2h 12m,"1986 in a small town...for two detectives, everything was new.",2800000,1166717,"Song Kang-ho,Kim Sang-kyung,Roe-ha Kim,Jae-ho Song,Byun Hee-Bong,Seo-hie Ko,Tae-ho Ryu,No-shik Park,Park Hae-il,Mi-seon Jeon,Young-hwa Seo,Woo Go-na,Ok-joo Lee,Jong-ryol Choi,Seung-mok Yoo,Hun-Kyung Lee,Shin Hyun-jong,Jae-eung Lee",Bong Joon Ho,"Bong Joon Ho,Kwang-rim Kim,Sung-bo Shim" +195,Sherlock Jr.,1924,8.2,"Action,Comedy,Romance",Passed,45m,every inch of footage holds such a laugh!,Not Available,Not Available,"Buster Keaton,Kathryn McGuire,Joe Keaton,Erwin Connelly,Ward Crane,Jane Connelly,George Davis,Doris Deane,Christine Francis,Betsy Ann Hisle,Kewpie Morgan,Steve Murphy,John Patrick,Ford West",Buster Keaton,"Jean C. Havez,Joseph A. Mitchell,Clyde Bruckman" +196,Wild Tales,2014,8.1,"Comedy,Drama,Thriller",R,2h 2m,We can all lose control,Not Available,Not Available,"Darío Grandinetti,María Marull,Mónica Villa,Diego Starosta,Marcelo Frasca,Lucila Mangone,María Laura Caccamo,Carlos Alberto Vavassori,Pablo Machado,Horacio Vay,Javier Pedersoli,Héctor Drachtman,María Rosa López Ottonello,Rita Cortese,Julieta Zylberberg,César Bordón,Juan Santiago Linari,Leonardo Sbaraglia",Damián Szifron,"Germán Servidio,Damián Szifron" +197,Mr. Smith Goes to Washington,1939,8.1,"Comedy,Drama",Passed,2h 9m,"OUR OPERATOR SAYS..""IT'S GOING TO BE A PLEASURE TO RUN ""MR. SMITH GOES TO WASHINGTON"" 5 DAYS STARTING SUNDAY, NOV.7) (print ad - Lubbock Morning Avalanche - Cactus Theatre - Lubbock Texas - November 2, 1938 - all caps)",1900000,144738,"James Stewart,Jean Arthur,Claude Rains,Edward Arnold,Guy Kibbee,Thomas Mitchell,Eugene Pallette,Beulah Bondi,H.B. Warner,Harry Carey,Astrid Allwyn,Ruth Donnelly,Grant Mitchell,Porter Hall,H.V. Kaltenborn,Charles Lane,Pierre Watkin,Dick Elliott",Frank Capra,"Sidney Buchman,Lewis R. Foster,Myles Connolly" +198,Mad Max: Fury Road,2015,8.1,"Action,Adventure,Sci-Fi",R,2h,WHAT A LOVELY DAY (all caps One Sheet),150000000,415261382,"Tom Hardy,Charlize Theron,Nicholas Hoult,Zoë Kravitz,Hugh Keays-Byrne,Josh Helman,Nathan Jones,Rosie Huntington-Whiteley,Riley Keough,Abbey Lee,Courtney Eaton,John Howard,Richard Carter,Iota,Angus Sampson,Jennifer Hagan,Megan Gale,Melissa Jaffer",George Miller,"George Miller,Brendan McCarthy,Nick Lathouris" +199,The Seventh Seal,1957,8.1,"Drama,Fantasy",Not Rated,1h 36m,"A film of visual scope, of imaginative concept, of powerful content, written and directed by Ingmar Bergman, twice honored by the Interational Jury at the Cannes Film Festival 1956,1957",150000,311212,"Max von Sydow,Gunnar Björnstrand,Bengt Ekerot,Nils Poppe,Bibi Andersson,Inga Gill,Maud Hansson,Inga Landgré,Gunnel Lindblom,Bertil Anderberg,Anders Ek,Åke Fridell,Gunnar Olsson,Erik Strandmark,Siv Aleros,Sten Ardenstam,Harry Asklund,Benkt-Åke Benktsson",Ingmar Bergman,Ingmar Bergman +200,Mary and Max,2009,8.1,"Animation,Comedy,Drama",Not Rated,1h 32m,Two unlikely people. Two different worlds come together in a story about a most unusual friendship.,$8240000,1740429,"Toni Collette,Philip Seymour Hoffman,Eric Bana,Barry Humphries,Christopher Massey,Oliver Marks,Daisy Kocher,Daniel Marks,Hamish Hughes,Dan Doherty,Julie Forsyth,Mandy Mao,Patrick McCabe,Adam Elliot,Mr. Peck,Michael James Allen,Bill Murphy,Shaun Patten",Adam Elliot,Adam Elliot +201,How to Train Your Dragon,2010,8.1,"Animation,Action,Adventure",PG,1h 38m,One adventure will change two worlds,165000000,494879471,"Jay Baruchel,Gerard Butler,Christopher Mintz-Plasse,Craig Ferguson,America Ferrera,Jonah Hill,T.J. Miller,Kristen Wiig,Robin Atkin Downes,Philip McGrade,Kieron Elliott,Ashley Jensen,David Tennant","Dean DeBlois,Chris Sanders","Will Davies,Dean DeBlois,Chris Sanders" +202,Room,2015,8.1,"Drama,Thriller",R,1h 58m,Love knows no boundaries,13000000,35401758,"Brie Larson,Jacob Tremblay,Sean Bridgers,Wendy Crewson,Sandy McMaster,Matt Gordon,Amanda Brugel,Joe Pingue,Joan Allen,Zarrin Darnell-Martin,Cas Anvar,William H. Macy,Jee-Yun Lee,Randal Edwards,Justin Mader,Ola Sturik,Rodrigo Fernandez-Stoll,Rory O'Shea",Lenny Abrahamson,Emma Donoghue +203,"Monsters, Inc.",2001,8.1,"Animation,Adventure,Comedy",G,1h 32m,"Monsters, Inc. : We Scare Because We Care",115000000,579707738,"Billy Crystal,John Goodman,Mary Gibbs,Steve Buscemi,James Coburn,Jennifer Tilly,Bob Peterson,John Ratzenberger,Frank Oz,Daniel Gerson,Steve Susskind,Bonnie Hunt,Jeff Pidgeon,Samuel Lord Black,Jack Angel,Bob Bergen,Rodger Bumpass,Gino Conforti","Pete Docter,David Silverman(co-director),Lee Unkrich(co-director)","Pete Docter,Jill Culton,Jeff Pidgeon" +204,Jaws,1975,8.1,"Adventure,Thriller",PG,2h 4m,Amity Island had everything. Clear skies. Gentle surf. Warm water. People flocked there every summer. It was the perfect feeding ground.,7000000,476512065,"Roy Scheider,Robert Shaw,Richard Dreyfuss,Lorraine Gary,Murray Hamilton,Carl Gottlieb,Jeffrey Kramer,Susan Backlinie,Jonathan Filley,Ted Grossman,Chris Rebello,Jay Mello,Lee Fierro,Jeffrey Voorhees,Craig Kingsbury,Robert Nevin,Peter Benchley,Jonathan Searle",Steven Spielberg,"Peter Benchley,Carl Gottlieb" +205,Dead Poets Society,1989,8.1,"Comedy,Drama",PG,2h 8m,He was their inspiration. He made their lives extraordinary.,16400000,235860116,"Robin Williams,Robert Sean Leonard,Ethan Hawke,Josh Charles,Gale Hansen,Dylan Kussman,Allelon Ruggiero,James Waterston,Norman Lloyd,Kurtwood Smith,Carla Belver,Leon Pownall,George Martin,Joe Aufiery,Matt Carey,Kevin Cooney,Jane Moore,Lara Flynn Boyle",Peter Weir,Tom Schulman +206,The Big Lebowski,1998,8.1,"Comedy,Crime",R,1h 57m,Hay quienes tratan de ganarse la vida sin mover un dedo... otros tienen que cortarlos. (Mexico),15000000,46969409,"Jeff Bridges,John Goodman,Julianne Moore,Steve Buscemi,David Huddleston,Philip Seymour Hoffman,Tara Reid,Philip Moon,Mark Pellegrino,Peter Stormare,Flea,Torsten Voges,Jimmie Dale Gilmore,Jack Kehler,John Turturro,James G. Hoosier,Carlos Leon,Terrence Burton","Joel Coen,Ethan Coen(uncredited)","Ethan Coen,Joel Coen" +207,Tokyo Story,1953,8.2,Drama,Not Rated,2h 16m,"As long as life goes on, relationships between parents and children will bring boundless joy and endless grief.",Not Available,Not Available,"Chishû Ryû,Chieko Higashiyama,Sô Yamamura,Setsuko Hara,Haruko Sugimura,Kuniko Miyake,Kyôko Kagawa,Eijirô Tôno,Nobuo Nakamura,Shirô Ôsaka,Hisao Toake,Teruko Nagaoka,Mutsuko Sakura,Toyo Takahashi,Tôru Abe,Sachiko Mitani,Zen Murase,Mitsuhiro Môri",Yasujirô Ozu,"Kôgo Noda,Yasujirô Ozu" +208,The Passion of Joan of Arc,1928,8.2,"Biography,Drama,History",Passed,1h 54m,JOAN of ARC PICTURES Inc. presents,Not Available,Not Available,"Maria Falconetti,Eugene Silvain,André Berley,Maurice Schutz,Antonin Artaud,Michel Simon,Jean d'Yd,Louis Ravet,Armand Lurville,Jacques Arnna,Alexandre Mihalesco,Léon Larive,Jean Aymé,Camille Bardou,Gilbert Dacheux,Gilbert Dalleu,Paul Delauzac,Dimitri Dimitriev",Carl Theodor Dreyer,"Joseph Delteil,Carl Theodor Dreyer" +209,Hotel Rwanda,2004,8.1,"Biography,Drama,History",PG-13,2h 1m,"When a country descended into madness and the world turned its back, one man had to make a choice",17500000,33882243,"Don Cheadle,Sophie Okonedo,Joaquin Phoenix,Xolani Mali,Desmond Dube,Hakeem Kae-Kazim,Tony Kgoroge,Rosie Motene,Neil McCarthy,Mabutho 'Kid' Sithole,Nick Nolte,Fana Mokoena,Jeremiah Ndlovu,Lebo Mashile,Antonio David Lyons,Leleti Khumalo,Kgomotso Seitshohlo,Lerato Mokgotho",Terry George,"Keir Pearson,Terry George" +210,Ford v Ferrari,2019,8.1,"Action,Biography,Drama",PG-13,2h 32m,They took the American dream for a ride.,97600000,225508210,"Matt Damon,Christian Bale,Jon Bernthal,Caitríona Balfe,Josh Lucas,Noah Jupe,Tracy Letts,Remo Girone,Ray McKinnon,JJ Feild,Jack McMullen,Corrado Invernizzi,Joe Williamson,Ian Harding,Christopher Darga,Shawn Law,Emil Beheshti,Darrin Prescott",James Mangold,"Jez Butterworth,John-Henry Butterworth,Jason Keller" +211,Rocky,1976,8.1,"Drama,Sport",PG,2h,You have a ringside seat for the bloodiest bicentennial in history!,960000,117250402,"Sylvester Stallone,Talia Shire,Burt Young,Carl Weathers,Burgess Meredith,Thayer David,Joe Spinell,Jimmy Gambina,Bill Baldwin,Al Silvani,George Memmoli,Jodi Letizia,Diana Lewis,George O'Hanlon,Larry Carroll,Stan Shaw,Don Sherman,Billy Sands",John G. Avildsen,Sylvester Stallone +212,Platoon,1986,8.1,"Drama,War",R,2h,The first casualty of war is innocence.,6000000,138545632,"Charlie Sheen,Tom Berenger,Willem Dafoe,Keith David,Forest Whitaker,Francesco Quinn,Kevin Dillon,John C. McGinley,Reggie Johnson,Mark Moses,Corey Glover,Johnny Depp,Chris Pedersen,Bob Orwig,Corkey Ford,David Neidorf,Richard Edson,Tony Todd",Oliver Stone,Oliver Stone +213,Ratatouille,2007,8.1,"Animation,Adventure,Comedy",G,1h 51m,Dinner is served... Summer 2007,150000000,623726085,"Brad Garrett,Lou Romano,Patton Oswalt,Ian Holm,Brian Dennehy,Peter Sohn,Peter O'Toole,Janeane Garofalo,Will Arnett,Julius Callahan,James Remar,John Ratzenberger,Teddy Newton,Tony Fucile,Jake Steinfeld,Brad Bird,Stéphane Roux,Jack Bird","Brad Bird,Jan Pinkava(co-director)","Brad Bird,Jan Pinkava,Jim Capobianco" +214,Spotlight,2015,8.1,"Biography,Crime,Drama",R,2h 9m,Break the story. Break the silence.,20000000,98690254,"Mark Ruffalo,Michael Keaton,Rachel McAdams,Liev Schreiber,John Slattery,Brian d'Arcy James,Stanley Tucci,Elena Wohl,Gene Amoroso,Doug Murray,Sharon McFarlane,Jamey Sheridan,Neal Huff,Billy Crudup,Robert B. Kennedy,Duane Murray,Brian Chamberlain,Michael Cyril Creighton",Tom McCarthy,"Josh Singer,Tom McCarthy" +215,The Terminator,1984,8.1,"Action,Sci-Fi",R,1h 47m,"La sua missione e una sola: distruggere, uccidere... (His one and only mission: to destroy, to kill...) (Italian DVD)",6400000,78371200,"Arnold Schwarzenegger,Linda Hamilton,Michael Biehn,Paul Winfield,Lance Henriksen,Rick Rossovich,Bess Motta,Earl Boen,Dick Miller,Shawn Schepps,Bruce M. Kerner,Franco Columbu,Bill Paxton,Brad Rearden,Brian Thompson,William Wisher,Ken Fritz,Tom Oberhaus",James Cameron,"James Cameron,Gale Anne Hurd,William Wisher" +216,Logan,2017,8.1,"Action,Drama,Sci-Fi",R,2h 17m,His time has come,97000000,619179950,"Hugh Jackman,Patrick Stewart,Dafne Keen,Boyd Holbrook,Stephen Merchant,Elizabeth Rodriguez,Richard E. Grant,Eriq La Salle,Elise Neal,Quincy Fouse,Al Coronel,Frank Gallegos,Anthony Escobar,Reynaldo Gallegos,Krzysztof Soszynski,Stephen Dunlevy,Daniel Bernhardt,Ryan Sturz",James Mangold,"James Mangold,Scott Frank,Michael Green" +217,Stand by Me,1986,8.1,"Adventure,Drama",13+,1h 29m,"For some, it's the last real taste of innocence, and the first real taste of life. But for everyone, it's the time that memories are made of.",8000000,52287414,"Wil Wheaton,River Phoenix,Corey Feldman,Jerry O'Connell,Kiefer Sutherland,Casey Siemaszko,Gary Riley,Bradley Gregg,Jason Oliver Lipsett,Marshall Bell,Frances Lee McCain,Bruce Kirby,William Bronder,Scott Beach,Richard Dreyfuss,John Cusack,Madeleine Swift,Popeye",Rob Reiner,"Stephen King,Raynold Gideon,Bruce A. Evans" +218,Rush,2013,8.1,"Action,Biography,Drama",R,2h 3m,Everyone's driven by something.,38000000,96983009,"Daniel Brühl,Chris Hemsworth,Olivia Wilde,Alexandra Maria Lara,Pierfrancesco Favino,David Calder,Natalie Dormer,Stephen Mangan,Christian McKay,Alistair Petrie,Julian Rhind-Tutt,Colin Stinton,Jamie de Courcey,Augusto Dallara,Ilario Calvo,Patrick Baladi,Vincent Riotta,Martin Savage",Ron Howard,Peter Morgan +219,Network,1976,8.1,Drama,R,2h 1m,"""NETWORK""... the humanoids, the love story, the trials and tribulations, the savior of television, the attempted suicides, the assassination -- it's ALL coming along with a galaxy of stars you know and love!",3800000,23690757,"Faye Dunaway,William Holden,Peter Finch,Robert Duvall,Wesley Addy,Ned Beatty,Arthur Burghardt,Bill Burrows,John Carpenter,Jordan Charney,Kathy Cronkite,Ed Crowley,Jerome Dempsey,Conchata Ferrell,Gene Gross,Stanley Grover,Cindy Grover,Darryl Hickman",Sidney Lumet,Paddy Chayefsky +220,Into the Wild,2007,8.1,"Adventure,Biography,Drama",R,2h 28m,Into the heart Into the soul,15000000,56675895,"Emile Hirsch,Vince Vaughn,Catherine Keener,Marcia Gay Harden,William Hurt,Jena Malone,Brian H. Dierker,Kristen Stewart,Hal Holbrook,Jim Gallien,James O'Neill,Malinda McCollum,Paul Knauls,Zach Galifianakis,Craig Mutsch,Jim Beidler,John Decker,John Hofer",Sean Penn,"Sean Penn,Jon Krakauer" +221,Before Sunset,2004,8.1,"Drama,Romance",R,1h 20m,What if you had a second chance with the one that got away?,Not Available,Not Available,"Ethan Hawke,Julie Delpy,Vernon Dobtcheff,Louise Lemoine Torrès,Rodolphe Pauly,Mariane Plasteig,Diabolo,Denis Evrard,Albert Delpy,Marie Pillet",Richard Linklater,"Richard Linklater,Julie Delpy,Ethan Hawke" +222,The Wizard of Oz,1939,8.1,"Adventure,Family,Fantasy",G,1h 42m,Mighty Miracle Show Of 1000 Delights !,2777000,25637669,"Judy Garland,Frank Morgan,Ray Bolger,Bert Lahr,Jack Haley,Billie Burke,Margaret Hamilton,Charley Grapewin,Pat Walshe,Clara Blandick,Terry,The Singer Midgets,Franz Balluck,Josefine Balluck,Dorothy Barrett,Amelia Batchelor,Charles Becker,Freda Betsky","Victor Fleming,George Cukor(uncredited),Mervyn LeRoy(uncredited)","Noel Langley,Florence Ryerson,Edgar Allan Woolf" +223,Pather Panchali,1955,8.3,Drama,Not Rated,2h 5m,The Saga of an Indian Family,Not Available,135342,"Kanu Bannerjee,Karuna Bannerjee,Subir Banerjee,Chunibala Devi,Uma Das Gupta,Runki Banerjee,Reba Devi,Aparna Devi,Tulsi Chakraborty,Haren Banerjee,Rampada Das,Nibhanani Devi,Rama Gangopadhaya,Roma Ganguli,Binoy Mukherjee,Haridhan Nag,Harimohan Nag,Kshirod Roy",Satyajit Ray,"Bibhutibhushan Bandyopadhyay,Satyajit Ray" +224,Groundhog Day,1993,8.1,"Comedy,Drama,Fantasy",PG,1h 41m,What would you do if you were stuck in the same day... over and over? Anything you want and everything your heart desires.,14600000,71108591,"Bill Murray,Andie MacDowell,Chris Elliott,Stephen Tobolowsky,Brian Doyle-Murray,Marita Geraghty,Angela Paton,Rick Ducommun,Rick Overton,Robin Duke,Carol Bivins,Willie Garson,Ken Hudson Campbell,Les Podewell,Rod Sell,Tom Milanovich,John M. Watson Sr.,Peggy Roeder",Harold Ramis,"Danny Rubin,Harold Ramis" +225,The Best Years of Our Lives,1946,8.1,"Drama,Romance,War",Approved,2h 50m,THE SCREEN'S GREATEST LOVE STORY IS THE BEST FILM THIS YEAR FROM HOLLYWOOD!,2100000,23661347,"Myrna Loy,Dana Andrews,Fredric March,Teresa Wright,Virginia Mayo,Cathy O'Donnell,Hoagy Carmichael,Harold Russell,Gladys George,Roman Bohnen,Ray Collins,Minna Gombell,Walter Baldwin,Steve Cochran,Dorothy Adams,Don Beddoe,Marlene Aames,Charles Halton",William Wyler,"Robert E. Sherwood,MacKinlay Kantor" +226,The Exorcist,1973,8.1,Horror,R,2h 2m,The movie you've been waiting for...without the wait.,11000000,441306145,"Ellen Burstyn,Max von Sydow,Linda Blair,Lee J. Cobb,Kitty Winn,Jack MacGowran,Jason Miller,William O'Malley,Barton Heyman,Peter Masterson,Rudolf Schündler,Gina Petrushka,Robert Symonds,Arthur Storch,Thomas Bermingham,Vasiliki Maliaros,Titos Vandis,John Mahon",William Friedkin,William Peter Blatty +227,The Incredibles,2004,8.0,"Animation,Action,Adventure",PG,1h 55m,Save The Day,92000000,631607053,"Craig T. Nelson,Samuel L. Jackson,Holly Hunter,Jason Lee,Dominique Louis,Teddy Newton,Jean Sincere,Eli Fucile,Maeve Andrews,Wallace Shawn,Spencer Fox,Lou Romano,Wayne Canney,Sarah Vowell,Michael Bird,Elizabeth Peña,Bud Luckey,Brad Bird",Brad Bird,Brad Bird +228,To Be or Not to Be,1942,8.2,"Comedy,Romance,War",Passed,1h 39m,The Picture Everyone Wants To See.,Not Available,Not Available,"Carole Lombard,Jack Benny,Robert Stack,Felix Bressart,Lionel Atwill,Stanley Ridges,Sig Ruman,Tom Dugan,Charles Halton,George Lynn,Henry Victor,Maude Eburne,Halliwell Hobbes,Miles Mander,Rudolph Anders,Paul Barrett,Sven Hugo Borg,Danny Borzage",Ernst Lubitsch,"Melchior Lengyel,Edwin Justus Mayer,Ernst Lubitsch" +229,La haine,1995,8.1,"Crime,Drama",Not Rated,1h 38m,"So far, so good",Not Available,Not Available,"Vincent Cassel,Hubert Koundé,Saïd Taghmaoui,Abdel Ahmed Ghili,Solo,Joseph Momo,Héloïse Rauth,Rywka Wajsbrot,Olga Abrego,Laurent Labasse,Choukri Gabteni,Nabil Ben Mhamed,Benoît Magimel,Médard Niang,Arash Mansour,Abdel-Moulah Boujdouni,Mathilde Vitry,Christian Moro",Mathieu Kassovitz,Mathieu Kassovitz +230,The Battle of Algiers,1966,8.1,"Drama,War",Not Rated,2h 1m,The French Colonel...who was forced even to torture! One of the many women...who stopped at nothing to win! The Algerian Street Boy...who became a rebel hero!,800000,962002,"Brahim Hadjadj,Jean Martin,Yacef Saadi,Samia Kerbash,Ugo Paletti,Fusia El Kader,Mohamed Ben Kassen,Franco Moruzzi,Tommaso Neri,Rouïched,Gene Wesson",Gillo Pontecorvo,"Franco Solinas,Gillo Pontecorvo" +231,Pirates of the Caribbean: The Curse of the Black Pearl,2003,8.1,"Action,Adventure,Fantasy",PG-13,2h 23m,Prepare to be blown out of the water.,140000000,654264015,"Johnny Depp,Geoffrey Rush,Orlando Bloom,Keira Knightley,Jack Davenport,Jonathan Pryce,Lee Arenberg,Mackenzie Crook,Damian O'Hare,Giles New,Angus Barnett,David Bailie,Michael Berry Jr.,Isaac C. Singleton Jr.,Kevin McNally,Treva Etienne,Zoe Saldana,Guy Siner",Gore Verbinski,"Ted Elliott,Terry Rossio,Stuart Beattie" +232,Hachi: A Dog's Tale,2009,8.1,"Biography,Drama,Family",G,1h 33m,"A true story of faith, devotion and undying love.",Not Available,Not Available,"Richard Gere,Joan Allen,Cary-Hiroyuki Tagawa,Sarah Roemer,Jason Alexander,Erick Avari,Davenia McFadden,Robbie Sublett,Kevin DeCoste,Rob Degnan,Tora Hallström,Donna Sorbello,Frank S. Aronson,Troy Doherty,Ian Sherman,Timothy Crowe,Denece Ryland,Blake Friedman",Lasse Hallström,"Stephen P. Lindsey,Kaneto Shindô" +233,The Grapes of Wrath,1940,8.1,Drama,Passed,2h 9m,The thousands who have read the book will know why WE WILL NOT SELL ANY CHILDREN TICKETS to see this picture!,800000,800000 (estimated),"Henry Fonda,Jane Darwell,John Carradine,Charley Grapewin,Dorris Bowdon,Russell Simpson,O.Z. Whitehead,John Qualen,Eddie Quillan,Zeffie Tilbury,Frank Sully,Frank Darien,Darryl Hickman,Shirley Mills,Roger Imhof,Grant Mitchell,Charles D. Brown,John Arledge",John Ford,"Nunnally Johnson,John Steinbeck" +234,Jai Bhim,2021,8.8,"Crime,Drama,Mystery",TV-MA,2h 44m,imeDramaMystery,Not Available,Not Available,"Suriya,Lijo Mol Jose,Manikandan K.,Rajisha Vijayan,Prakash Raj,Rao Ramesh,Guru Somasundaram,M.S. Bhaskar,V. Jayaprakash,Sibi Thomas,Ilavarasu,Jayarao,Sujatha Sivakumar,Ravi Venkatraman,Tamizh,Kumaravel,Supergood Subramani,Bala Hasan",T.J. Gnanavel,"T.J. Gnanavel,Rajendra Sapre" +235,My Father and My Son,2005,8.2,"Drama,Family",Not Rated,1h 52m,"Give him a room dad, he has no place to go...",Not Available,Not Available,"Çetin Tekindor,Fikret Kuskan,Hümeyra,Ege Tanman,Serif Sezer,Yetkin Dikinciler,Binnur Kaya,Mahmut Gökgöz,Nergis Çorakçi,Bilge Sen,Tuba Büyüküstün,Özge Özberk,Erdal Tosun,Halit Ergenç,Tugyan Akay Kavukçu,Ege Kaya,Muzaffer Demirel,Burak Akçakaya",Çagan Irmak,Çagan Irmak +236,Amores Perros,2000,8.1,"Drama,Thriller",R,2h 34m,Love. Betrayal. Death.,2000000,20908467,"Emilio Echevarría,Gael García Bernal,Goya Toledo,Álvaro Guerrero,Vanessa Bauche,Jorge Salinas,Marco Pérez,Rodrigo Murray,Humberto Busto,Gerardo Campbell,Rosa María Bianchi,Dunia Saldívar,Adriana Barraza,José Sefami,Lourdes Echevarría,Laura Almela,Ricardo Dalmacci,Gustavo Sánchez Parra",Alejandro G. Iñárritu,Guillermo Arriaga +237,Rebecca,1940,8.1,"Drama,Film-Noir,Mystery",Approved,2h 10m,"THE MIGHTY NOVEL LEAPS TO TURBULENT LIFE ON THE SCREEN! (Print Ad- Syracuse Herald-American, ((Syracuse, NY)) 24 March 1940)",1288000,72275,"Laurence Olivier,Joan Fontaine,George Sanders,Judith Anderson,Nigel Bruce,Reginald Denny,C. Aubrey Smith,Gladys Cooper,Florence Bates,Melville Cooper,Leo G. Carroll,Leonard Carey,Lumsden Hare,Edward Fielding,Philip Winter,Forrester Harvey,Bunny Beatty,Billy Bevan",Alfred Hitchcock,"Daphne Du Maurier,Robert E. Sherwood,Joan Harrison" +238,Cool Hand Luke,1967,8.1,"Crime,Drama",GP,2h 7m,"""What we've got here is failure to communicate.""",3200000,67,"Paul Newman,George Kennedy,Strother Martin,J.D. Cannon,Lou Antonio,Robert Drivas,Jo Van Fleet,Clifton James,Morgan Woodward,Luke Askew,Marc Cavell,Richard Davalos,Robert Donner,Warren Finnerty,Dennis Hopper,John McLiam,Wayne Rogers,Harry Dean Stanton",Stuart Rosenberg,"Donn Pearce,Frank Pierson,Hal Dresner" +239,The Handmaiden,2016,8.1,"Drama,Romance,Thriller",Not Rated,2h 25m,Never did they expect to get into a controversial relationship...,Not Available,Not Available,"Kim Min-hee,Ha Jung-woo,Cho Jin-woong,Moon So-ri,Kim Tae-ri,Yong-nyeo Lee,Min-chae Yoo,Dong-hwi Lee,Kim Hae-sook,Kyu-jung Lee,Si-eun Kim,Si-yeon Ha,Rina Takagi,Geun-hee Won,Jong-Dae Kim,Han-sun Jang,Eun-yeong Kim,Ri-woo Kim",Park Chan-wook,"Sarah Waters,Chung Seo-kyung,Park Chan-wook" +240,The 400 Blows,1959,8.1,"Crime,Drama",Not Rated,1h 39m,From the Vanguard of New Film-Makers Comes an Extraordinary Motion Picture,Not Available,127244,"Jean-Pierre Léaud,Albert Rémy,Claire Maurier,Guy Decomble,Georges Flamant,Patrick Auffay,Daniel Couturier,François Nocher,Richard Kanayan,Renaud Fontanarosa,Michel Girard,Serge Moati,Bernard Abbou,Jean-François Bergouignan,Michel Lesignor,Luc Andrieux,Robert Beauvais,Bouchon",François Truffaut,"François Truffaut,Marcel Moussy" +241,The Sound of Music,1965,8.1,"Biography,Drama,Family",G,2h 52m,RADIANCE THAT FLOODS THE SCREEN...AND WARMS THE HEART!,8200000,159428329,"Julie Andrews,Christopher Plummer,Eleanor Parker,Richard Haydn,Peggy Wood,Charmian Carr,Heather Menzies-Urich,Nicholas Hammond,Duane Chase,Angela Cartwright,Debbie Turner,Kym Karath,Anna Lee,Portia Nelson,Ben Wright,Daniel Truhitte,Norma Varden,Gilchrist Stuart",Robert Wise,"Georg Hurdalek,Howard Lindsay,Russel Crouse" +242,It Happened One Night,1934,8.1,"Comedy,Romance",Passed,1h 45m,Two great lovers of the screen in the grandest of romantic comedies !,325000,11477,"Clark Gable,Claudette Colbert,Walter Connolly,Roscoe Karns,Jameson Thomas,Alan Hale,Arthur Hoyt,Blanche Friderici,Charles C. Wilson,Ernie Adams,Jessie Arnold,Irving Bacon,William Bailey,William Begg,William A. Boardway,Ward Bond,Harry C. Bradley,George P. Breakston",Frank Capra,"Robert Riskin,Samuel Hopkins Adams" +243,Persona,1966,8.1,"Drama,Thriller",Not Rated,1h 23m,A new film by Ingmar Bergman,Not Available,Not Available,"Bibi Andersson,Liv Ullmann,Margaretha Krook,Gunnar Björnstrand,Jörgen Lindström",Ingmar Bergman,Ingmar Bergman +244,Life of Brian,1979,8.0,Comedy,R,1h 34m,A motion picture destined to offend nearly two thirds of the civilized world. And severely annoy the other third.,4000000,20745728,"Graham Chapman,John Cleese,Michael Palin,Terry Gilliam,Eric Idle,Terry Jones,Terence Bayler,Carol Cleveland,Kenneth Colley,Neil Innes,Charles McKeown,John Young,Gwen Taylor,Sue Jones-Davies,Peter Brett,John Case,Chris Langham,Andrew MacLachlan",Terry Jones,"Graham Chapman,John Cleese,Terry Gilliam" +245,The Iron Giant,1999,8.1,"Animation,Action,Adventure",PG,1h 26m,Some secrets are too huge to hide,70000000,23335817,"Eli Marienthal,Harry Connick Jr.,Jennifer Aniston,Vin Diesel,James Gammon,Cloris Leachman,Christopher McDonald,John Mahoney,M. Emmet Walsh,Jack Angel,Bob Bergen,Mary Kay Bergman,Michael Bird,Devon Cole Borisoff,Rodger Bumpass,Robert Clotworthy,Jennifer Darling,Zack Eginton",Brad Bird,"Tim McCanlies,Brad Bird,Ted Hughes" +246,The Help,2011,8.1,Drama,PG-13,2h 26m,Change begins with a whisper.,25000000,216639112,"Viola Davis,Emma Stone,Octavia Spencer,Bryce Dallas Howard,Jessica Chastain,Ahna O'Reilly,Allison Janney,Anna Camp,Eleanor Henry,Emma Henry,Christopher Lowell,Cicely Tyson,Mike Vogel,Sissy Spacek,Brian Kerwin,Wes Chatham,Aunjanue Ellis,Ted Welch",Tate Taylor,"Tate Taylor,Kathryn Stockett" +247,Dersu Uzala,1975,8.2,"Adventure,Biography,Drama",G,2h 22m,There is man and beast at nature's mercy. There is awe and love and reverence. And there is the man called...,4000000,14480,"Maksim Munzuk,Yuriy Solomin,Mikhail Bychkov,Vladimir Khrulyov,V. Lastochkin,Stanislav Marin,Igor Sykhra,Vladimir Sergiyakov,Yanis Yakobsons,Vladimir Khlestov,G. Polunin,V. Koldin,M. Tetov,S. Sinyavskiy,Vladimir Sverba,V. Ignatov,Vladimir Kremena,Aleksandr Pyatkov",Akira Kurosawa,"Akira Kurosawa,Yuriy Nagibin,Vladimir Arsenev" +248,Aladdin,1992,8.0,"Animation,Adventure,Comedy",G,1h 30m,Wish granted! (DVD re-release),Not Available,Not Available,"Scott Weinger,Robin Williams,Linda Larkin,Jonathan Freeman,Frank Welker,Gilbert Gottfried,Douglas Seale,Charlie Adler,Jack Angel,Corey Burton,Philip L. Clarke,Jim Cummings,Jennifer Darling,Debi Derryberry,Bruce Gooch,Jerry Houser,Vera Lockwood,Sherry Lynn","Ron Clements,John Musker","Ron Clements,John Musker,Ted Elliott" +249,Gandhi,1982,8.0,"Biography,Drama,History",PG,3h 11m,His Triumph Changed The World Forever.,22000000,52767889,"Ben Kingsley,John Gielgud,Rohini Hattangadi,Roshan Seth,Candice Bergen,Edward Fox,Trevor Howard,John Mills,Martin Sheen,Ian Charleson,Günther Maria Halmer,Athol Fugard,Saeed Jaffrey,Geraldine James,Alyque Padamsee,Amrish Puri,Ian Bannen,Michael Bryant",Richard Attenborough,John Briley +250,Dances with Wolves,1990,8.0,"Adventure,Drama,Western",PG-13,3h 1m,Inside everyone is a frontier waiting to be discovered.,22000000,424208848,"Kevin Costner,Mary McDonnell,Graham Greene,Rodney A. Grant,Floyd 'Red Crow' Westerman,Tantoo Cardinal,Robert Pastorelli,Charles Rocket,Maury Chaykin,Jimmy Herman,Nathan Lee Chasing His Horse,Michael Spears,Jason R. Lone Hill,Tony Pierce,Doris Leader Charge,Tom Everett,Larry Joshua,Kirk Baltz",Kevin Costner,Michael Blake diff --git a/code/database/src/create_movies_db.py b/code/database/src/create_movies_db.py new file mode 100755 index 000000000..9eccdb131 --- /dev/null +++ b/code/database/src/create_movies_db.py @@ -0,0 +1,19 @@ +# Code taken from: SQLite Python: Creating a New Database +# Reference: https://www.sqlitetutorial.net/sqlite-python/creating-database/ + +import sqlite3 + +def create_sqlite_database(filename): + """ create a database connection to an SQLite database """ + conn = None + try: + conn = sqlite3.connect(filename) + print(sqlite3.sqlite_version) + except sqlite3.Error as e: + print(e) + finally: + if conn: + conn.close() + +if __name__ == '__main__': + create_sqlite_database("/app/src/movies.db") \ No newline at end of file diff --git a/code/database/src/create_movies_db_tables.py b/code/database/src/create_movies_db_tables.py new file mode 100755 index 000000000..f79ea11c7 --- /dev/null +++ b/code/database/src/create_movies_db_tables.py @@ -0,0 +1,85 @@ +# Creating Movies database tables using the code from SQLite Tutorial as a reference. +# Reference: https://www.sqlitetutorial.net/sqlite-python/creating-tables/ + + +import sqlite3 + +def create_tables(): + sql_statements = [ + """CREATE TABLE IF NOT EXISTS DIRECTOR ( + director_id INTEGER PRIMARY KEY AUTOINCREMENT, + director_name TEXT + );""", + """CREATE TABLE IF NOT EXISTS WRITERS ( + writer_id INTEGER PRIMARY KEY AUTOINCREMENT, + writer_name TEXT + );""", + """CREATE TABLE IF NOT EXISTS CAST ( + cast_id INTEGER PRIMARY KEY AUTOINCREMENT, + cast_name TEXT + );""", + """CREATE TABLE IF NOT EXISTS AGE_RATING ( + rating_id INTEGER PRIMARY KEY AUTOINCREMENT, + rating_title VARCHAR(32) + );""", + """CREATE TABLE IF NOT EXISTS GENRE ( + genre_id INTEGER PRIMARY KEY AUTOINCREMENT, + genre_name TEXT + );""", + """CREATE TABLE IF NOT EXISTS MOVIE ( + movie_id INTEGER PRIMARY KEY AUTOINCREMENT, + rating_id INTEGER, + rank INTEGER, + movie_title TEXT, + release_date DATE, + score DECIMAL(2,1), + runtime INTEGER, + tagline VARCHAR(255), + budget DECIMAL(10,2), + boxoffice DECIMAL(10.2) + );""", + """CREATE TABLE IF NOT EXISTS MOVIE_GENRE ( + movie_id INTEGER, + genre_id INTEGER, + FOREIGN KEY(movie_id) REFERENCES MOVIE(movie_id) + FOREIGN KEY(genre_id) REFERENCES GENRE(genre_id) + );""", + """CREATE TABLE IF NOT EXISTS MOVIE_CAST ( + movie_id INTEGER, + cast_id INTEGER, + FOREIGN KEY(movie_id) REFERENCES MOVIE(movie_id) + FOREIGN KEY(cast_id) REFERENCES CAST(cast_id) + );""", + """CREATE TABLE IF NOT EXISTS MOVIE_DIRECTOR ( + movie_id INTEGER, + director_id INTEGER, + FOREIGN KEY(movie_id) REFERENCES MOVIE(movie_id) + FOREIGN KEY(director_id) REFERENCES DIRECTOR(director_id) + );""", + """CREATE TABLE IF NOT EXISTS MOVIE_WRITERS ( + movie_id INTEGER, + writer_id INTEGER, + FOREIGN KEY(movie_id) REFERENCES MOVIE(movie_id) + FOREIGN KEY(writer_id) REFERENCES DIRECTOR(writer_id) + );""", + """CREATE INDEX idx_movie_genre ON MOVIE_GENRE(genre_id) + ;""", + """CREATE INDEX idx_movie_cast ON MOVIE_CAST(cast_id) + ;""", + """CREATE INDEX idx_movie_age_rating ON AGE_RATING(rating_id) + ;"""] + + # create a database connection + try: + with sqlite3.connect('/app/src/movies.db') as conn: + cursor = conn.cursor() + for statement in sql_statements: + cursor.execute(statement) + + conn.commit() + except sqlite3.Error as e: + print(e) + + +if __name__ == '__main__': + create_tables() diff --git a/code/database/src/load_movies_db_data.py b/code/database/src/load_movies_db_data.py new file mode 100755 index 000000000..dc7b727e6 --- /dev/null +++ b/code/database/src/load_movies_db_data.py @@ -0,0 +1,242 @@ +import pandas as pd + +raw_movie_data = pd.read_csv('/app/src/IMDB_Top_250_Movies.csv') + +#print(raw_movie_data) + +# Copying the data +data = raw_movie_data.copy() + + +#--------------------------------------------------- +# Data for the AgeRating table +# Using the movie Rank to keep track of what Age Rating each movie had. +certificate_data = pd.DataFrame() +age_rating_data = pd.DataFrame() + +certificate_data['rank'] = data['rank'].copy() +certificate_data['certificate'] = data['certificate'].copy() +age_rating_data['rating_title'] = data['certificate'].copy() + +# Removing duplicates only from the ageRating_data +age_rating_data = age_rating_data.drop_duplicates() + +pk_age_rating = [ i + 1 for i in range(age_rating_data.size)] + +age_rating_data['rating_id'] = pk_age_rating +age_rating_data = age_rating_data[['rating_id','rating_title']] + +certificate_data['rating_id'] = certificate_data['certificate'].map( + dict(zip(age_rating_data['rating_title'], age_rating_data['rating_id'])) +) + +# Copying age_rating_data to AgeRating.csv file +#age_rating_data['rating_title'].to_csv('AgeRating.csv', index=False, header=True) + + +#--------------------------------------------------- +# Data for the Director and Movie_Director tables +# Using the movie Rank to keep track of what Age Rating each movie had. +movie_director_table = pd.DataFrame() +director_table = pd.DataFrame() + +movie_director_table['movie_id'] = data['rank'].copy() +movie_director_table['director_name'] = data['directors'].copy() + +movie_director_table['director_name'] = movie_director_table['director_name'].str.split(',') +movie_director_table = movie_director_table.explode('director_name') +director_table['director_name'] = movie_director_table['director_name'].copy() + +# Removing duplicates only from the director_table +director_table = director_table.drop_duplicates() + +pk_director_table = [ i + 1 for i in range(director_table.size)] + +director_table['director_id'] = pk_director_table + +director_table = director_table[['director_id','director_name']] + +movie_director_table['director_id'] = movie_director_table['director_name'].map( + dict(zip(director_table['director_name'], director_table['director_id'])) +) + +movie_director_table = movie_director_table[['movie_id','director_id']] + +#--------------------------------------------------- +# Data for the Writers and Movie_Writers tables +# Using the movie Rank to keep track of what Age Rating each movie had. +movie_writers_table = pd.DataFrame() +writers_table = pd.DataFrame() + +movie_writers_table['movie_id'] = data['rank'].copy() +movie_writers_table['writer_name'] = data['writers'].copy() + +movie_writers_table['writer_name'] = movie_writers_table['writer_name'].str.split(',') +movie_writers_table = movie_writers_table.explode('writer_name') +writers_table['writer_name'] = movie_writers_table['writer_name'].copy() + +# Removing duplicates only from the director_table +writers_table = writers_table.drop_duplicates() + +pk_writers_table = [ i + 1 for i in range(writers_table.size)] + +writers_table['writer_id'] = pk_writers_table + +writers_table = writers_table[['writer_id','writer_name']] + +movie_writers_table['writer_id'] = movie_writers_table['writer_name'].map( + dict(zip(writers_table['writer_name'], writers_table['writer_id'])) +) + +movie_writers_table = movie_writers_table[['movie_id','writer_id']] + +#--------------------------------------------------- +# Data for the Writers and Movie_Writers tables +# Using the movie Rank to keep track of what Age Rating each movie had. +movie_cast_table = pd.DataFrame() +cast_table = pd.DataFrame() + +movie_cast_table['movie_id'] = data['rank'].copy() +movie_cast_table['cast_name'] = data['casts'].copy() + +movie_cast_table['cast_name'] = movie_cast_table['cast_name'].str.split(',') +movie_cast_table = movie_cast_table.explode('cast_name') +cast_table['cast_name'] = movie_cast_table['cast_name'].copy() + +# Removing duplicates only from the director_table +cast_table = cast_table.drop_duplicates() + +pk_cast_table = [ i + 1 for i in range(cast_table.size)] + +cast_table['cast_id'] = pk_cast_table + +cast_table = cast_table[['cast_id','cast_name']] + +movie_cast_table['cast_id'] = movie_cast_table['cast_name'].map( + dict(zip(cast_table['cast_name'], cast_table['cast_id'])) +) + +movie_cast_table = movie_cast_table[['movie_id','cast_id']] + +#--------------------------------------------------- +# Data for the Writers and Movie_Writers tables +# Using the movie Rank to keep track of what Age Rating each movie had. +movie_genre_table = pd.DataFrame() +genre_table = pd.DataFrame() + +movie_genre_table['movie_id'] = data['rank'].copy() +movie_genre_table['genre_name'] = data['genre'].copy() + +movie_genre_table['genre_name'] = movie_genre_table['genre_name'].str.split(',') +movie_genre_table = movie_genre_table.explode('genre_name') +genre_table['genre_name'] = movie_genre_table['genre_name'].copy() + +# Removing duplicates only from the director_table +genre_table = genre_table.drop_duplicates() + +pk_genre_table = [ i + 1 for i in range(genre_table.size)] + +genre_table['genre_id'] = pk_genre_table + +genre_table = genre_table[['genre_id','genre_name']] + +movie_genre_table['genre_id'] = movie_genre_table['genre_name'].map( + dict(zip(genre_table['genre_name'], genre_table['genre_id'])) +) + +movie_genre_table = movie_genre_table[['movie_id','genre_id']] + +#--------------------------------------------------- +# Data for the Writers and Movie_Writers tables +# Using the movie Rank to keep track of what Age Rating each movie had. +movie_table = pd.DataFrame() +runtime_orig = pd.DataFrame() +runtime_temp = list() +#movie_table[''] = data[''].copy() + +movie_table['movie_id'] = data['rank'].copy() +movie_table['rating_id'] = certificate_data['rating_id'].copy() +movie_table['rank'] = data['rank'].copy() +movie_table['movie_title'] = data['name'].copy() +movie_table['release_date'] = data['year'].copy() +movie_table['score'] = data['rating'].copy() + +# Converting runtime from hours and minutes into minutes only +runtime_orig['run_time'] = data['run_time'].copy() +#runtime_temp +for i in runtime_orig['run_time']: + #print(i) + if i == "Not Available": # If the runtime is unavailable + runtime_temp.append(0) + + elif (i.find("h") >= 0) and (i.find("m") >= 0): # If the runtime format is 0h 00m + x = (int(i[0]) * 60) + (int(i[int(i.find(" ")):-1])) + runtime_temp.append(x) + x = 0 + + elif (i.find("h") >= 0) and (i.find("m") < 1): # If the runtime format is 00m + x = (int(i[0]) * 60) + runtime_temp.append(x) + x = 0 + + elif (i.find("h") < 1) and (i.find("m") >= 0): + x = (int(i[0:-1])) + runtime_temp.append(x) + x = 0 + + else: + pass + + + +# Adding runtime to the movie table +movie_table['runtime'] = runtime_temp + +# Adding the rest of the target fields to the movie table +movie_table['tagline'] = data['tagline'].copy() +movie_table['budget'] = data['budget'].copy() +movie_table['boxoffice'] = data['box_office'].copy() + +#print(movie_table.head()) + + +############################################### + +# Import module +import sqlite3 + +# Connecting to sqlite +conn = sqlite3.connect('/app/src/movies.db') + +# Creating a cursor object using the cursor() method +cursor = conn.cursor() + +def load_data_into_tables(): + + + # Inserting data into SQLite Movies Database tables + try: + # KEEP and uncomment when done. + age_rating_data['rating_title'].to_sql('AGE_RATING', conn, if_exists='append', index=False) + director_table['director_name'].to_sql('DIRECTOR', conn, if_exists='append', index=False) + writers_table['writer_name'].to_sql('WRITERS', conn, if_exists='append', index=False) + cast_table['cast_name'].to_sql('CAST', conn, if_exists='append', index=False) + genre_table['genre_name'].to_sql('GENRE', conn, if_exists='append', index=False) + movie_table.to_sql('MOVIE', conn, if_exists='append', index=False) + movie_director_table.to_sql('MOVIE_DIRECTOR', conn, if_exists='append', index=False) + movie_writers_table.to_sql('MOVIE_WRITERS', conn, if_exists='append', index=False) + movie_cast_table.to_sql('MOVIE_CAST', conn, if_exists='append', index=False) + movie_genre_table.to_sql('MOVIE_GENRE', conn, if_exists='append', index=False) + + print("Data successfully loaded into tables.") + + except Exception as e: + print(f"An error occurred: {e}") + finally: + conn.close() + + +if __name__ == '__main__': + load_data_into_tables() + + diff --git a/code/database/src/start_movies.py b/code/database/src/start_movies.py new file mode 100755 index 000000000..57556f787 --- /dev/null +++ b/code/database/src/start_movies.py @@ -0,0 +1,9 @@ +"""This start_movies.py script runs all the files needed to +create the movies.db SQLite database, creates the tables, +and then loads the tables with data.""" + +exec(open("/app/src/create_movies_db.py").read()) # Creates the database + +exec(open("/app/src/create_movies_db_tables.py").read()) # Creates tables + +exec(open("/app/src/load_movies_db_data.py").read()) diff --git a/code/database/tests/db_test_data.py b/code/database/tests/db_test_data.py new file mode 100755 index 000000000..2269949e0 --- /dev/null +++ b/code/database/tests/db_test_data.py @@ -0,0 +1,48 @@ +# Adapted from: How to Show all Columns in the SQLite Database using Python ? +# https://www.geeksforgeeks.org/how-to-show-all-columns-in-the-sqlite-database-using-python/ + +# Import module +import sqlite3 + +# Connecting to sqlite +conn = sqlite3.connect('/app/src/movies.db') + +# Creating a cursor object using the cursor() method +cursor = conn.cursor() + +target = ['DIRECTOR','WRITERS','CAST','AGE_RATING', + 'GENRE','MOVIE','MOVIE_GENRE','MOVIE_CAST', + 'MOVIE_DIRECTOR','MOVIE_WRITERS'] + +#drop_target = target.copy() + +for i in target: + # Display columns + print('\nColumns in '+i+' table:') + data = cursor.execute('''SELECT * FROM ''' + i) + for column in data.description: + print(column[0]) + + # Display data + limit = 5 + #rowNum = 0 + + print('\nFirst '+str(limit)+' rows of data in '+i+' table:') + data = cursor.execute('''SELECT * FROM ''' + i+ ''' LIMIT 5;''') + for row in data: + print(row) + + +# DROPPING All tables after testing. +#print('\nTesting is complete, dropping all tested tables.') + +#for j in drop_target: +# # Display columns +# print('\n'''+j+' table DROPPED.') +# data = cursor.execute('''DROP TABLE IF EXISTS ''' +j+''';''') + +# Commit your changes in the database +conn.commit() + +# Closing the connection +conn.close() diff --git a/code/database/tests/movies_unit_test.py b/code/database/tests/movies_unit_test.py new file mode 100755 index 000000000..8a761c316 --- /dev/null +++ b/code/database/tests/movies_unit_test.py @@ -0,0 +1,37 @@ +import sqlite3 +import pytest +import os + +def test_query_table(): + db_path = os.path.join(os.path.dirname(__file__), '/app/src/movies.db') + con = sqlite3.connect(db_path) + curs = con.cursor() + curs.execute("SELECT * FROM MOVIE LIMIT 5;") + record = curs.fetchall() + + + expected_results = [ + (1, 1, 1, 'The Shawshank Redemption', 1994, 9.3, 142,'Fear can hold you prisoner. Hope can set you free.', '25000000', '28884504'), + (2, 1, 2, 'The Godfather', 1972, 9.2, 175, "An offer you can't refuse.", '6000000', '250341816'), + (3, 2, 3, 'The Dark Knight', 2008, 9, 152, 'Why So Serious?', '185000000', '1006234167'), + (4, 1, 4, 'The Godfather Part II', 1974, 9, 202,"All the power on earth can't change destiny.", '13000000', '47961919'), + (5, 3, 5, '12 Angry Men', 1957, 9, 96, 'Life Is In Their Hands -- Death Is On Their Minds!','350000', '955') + ] + + expected_results_ver2 = [ + (1, 1, 1, 'The Shawshank Redemption', 1994, 9.3, 142, 'Fear can hold you prisoner. Hope can set you free.', + 25000000, 28884504), + (2, 1, 2, 'The Godfather', 1972, 9.2, 175, "An offer you can't refuse.", 6000000, 250341816), + (3, 2, 3, 'The Dark Knight', 2008, 9, 152, 'Why So Serious?', 185000000, 1006234167), + (4, 1, 4, 'The Godfather Part II', 1974, 9, 202, "All the power on earth can't change destiny.", 13000000, + 47961919), + (5, 3, 5, '12 Angry Men', 1957, 9, 96, 'Life Is In Their Hands -- Death Is On Their Minds!', 350000, 955) + ] + + assert record == expected_results_ver2 + curs.close() + con.close() + + +if __name__ == '__main__': + pytest.main() diff --git a/code/database/tests/test_querry.sql b/code/database/tests/test_querry.sql new file mode 100644 index 000000000..0d7d2c181 --- /dev/null +++ b/code/database/tests/test_querry.sql @@ -0,0 +1 @@ +SELECT * FROM MOVIE LIMIT 10; \ No newline at end of file diff --git a/code/frontend/.gitignore b/code/frontend/.gitignore new file mode 100644 index 000000000..0c389d8ca --- /dev/null +++ b/code/frontend/.gitignore @@ -0,0 +1,2 @@ + +node_modules/* \ No newline at end of file diff --git a/code/frontend/Dockerfile b/code/frontend/Dockerfile new file mode 100644 index 000000000..aa889f5c9 --- /dev/null +++ b/code/frontend/Dockerfile @@ -0,0 +1,15 @@ +FROM node:18 + +WORKDIR /src + +COPY . /src + +COPY package*.json ./ + +RUN npm install + +COPY . . + +EXPOSE 3000 + +CMD ["npm", "start"] \ No newline at end of file diff --git a/code/frontend/babel.config.cjs b/code/frontend/babel.config.cjs new file mode 100644 index 000000000..29390c0ac --- /dev/null +++ b/code/frontend/babel.config.cjs @@ -0,0 +1,6 @@ +module.exports = { + presets:[ + '@babel/preset-react', + '@babel/preset-env' + ] +} \ No newline at end of file diff --git a/code/frontend/package-lock.json b/code/frontend/package-lock.json new file mode 100644 index 000000000..9eee51b48 --- /dev/null +++ b/code/frontend/package-lock.json @@ -0,0 +1,17022 @@ +{ + "name": "frontend", + "version": "1.0.0", + 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"devDependencies": { + "@testing-library/jest-dom": "^6.5.0", + "@testing-library/react": "^16.0.1", + "@testing-library/user-event": "^14.5.2", + "jest": "^27.5.1" + }, + "main": "index.js", + "author": "", + "license": "ISC", + "description": "" +} diff --git a/code/frontend/public/index.html b/code/frontend/public/index.html new file mode 100644 index 000000000..97809af9d --- /dev/null +++ b/code/frontend/public/index.html @@ -0,0 +1,14 @@ + + + + + + Blockbuster Application + + + +
+

THis is a test

+
+ + \ No newline at end of file diff --git a/code/frontend/public/submitform.html b/code/frontend/public/submitform.html new file mode 100644 index 000000000..24bd8573b --- /dev/null +++ b/code/frontend/public/submitform.html @@ -0,0 +1,104 @@ + + + + + + Search Page + + + +
+
+
+
+
+
+

Search Page

+
+ +

Please select/input an option for all criteria on the left coloumn.

+ +
+

Search Column

+
+
+ + +
+
+ + +
+
+ + + +
+
+ + +
+
+ + +
+
+ + +
+
+ + +
+
+ + +
+
+ + +
+
+ + +
+
+ + +
+
+
+ +
+ + + + +
+ +
+
+ +
+ + + \ No newline at end of file diff --git a/code/frontend/src/assets/index.css b/code/frontend/src/assets/index.css new file mode 100644 index 000000000..7ec5c49ed --- /dev/null +++ b/code/frontend/src/assets/index.css @@ -0,0 +1,4 @@ +body { + margin: 0; + font-family: Arial, sans-serif; +} \ No newline at end of file diff --git a/code/frontend/src/assets/styles.css b/code/frontend/src/assets/styles.css new file mode 100644 index 000000000..7a2be50d6 --- /dev/null +++ b/code/frontend/src/assets/styles.css @@ -0,0 +1,74 @@ +.container { + display: inline-block; + cursor: pointer; + background: blue; + position: absolute; + +} + + .bar1, .bar2, .bar3 { + width: 28px; + height: 3px; + background-color: #000000; + margin: 6px 0; + transition: 0.4s; +} + + .change .bar1 { + transform: translate(0, 9px) rotate(-42deg); +} + + .change .bar2 { + opacity: 0; +} + + .change .bar3 { + transform: translate(0, -9px) rotate(42deg); +} + + .dropdownfield{ + position: relative; + display: inline-block; + margin-bottom: 20px; + +} + + .input{ + position: relative; + display: inline-block; + margin-bottom: 20px; + +} + + h1{ + text-align:center; + background-color:blue; + height: 100px; + +} + + a{ + font-size:20px; + vertical-align:10px; +} + + .leftcol { + width:300px; + height:1000px; + float:left; + +} + + .buttons { + width: 75px; + margin: 0 auto; + display: inline; + -ms-transform: translateY(-50%); + transform: translateX(20%); +} + + .action_btn { + width: 75px; + margin: 0 auto; + display: inline; +} \ No newline at end of file diff --git a/code/frontend/src/components/App.js b/code/frontend/src/components/App.js new file mode 100644 index 000000000..1c9038089 --- /dev/null +++ b/code/frontend/src/components/App.js @@ -0,0 +1,21 @@ +import React, { useState } from 'react'; +import FormComponent from './MovieQueryFormComponent'; +import MovieDataDisplay from './MovieDataDisplay'; + +function App() { + const [data, setData] = useState(''); + const [loading, setLoading] = useState(false); + + return ( + + // James or Alex Todo make this a template +
+ {/* Render the form and pass setData and setLoading as props */} + + {/* Render the data display component */} + +
+ ); +} + +export default App; diff --git a/code/frontend/src/components/MovieDataDisplay.js b/code/frontend/src/components/MovieDataDisplay.js new file mode 100644 index 000000000..3cd5bb085 --- /dev/null +++ b/code/frontend/src/components/MovieDataDisplay.js @@ -0,0 +1,11 @@ +import React from 'react'; + +function MovieDataDisplay({ loading, data }) { + return ( +
+ {loading ?

Loading...

:

{data}

} +
+ ); +} + +export default MovieDataDisplay; diff --git a/code/frontend/src/components/MovieQueryFormComponent.js b/code/frontend/src/components/MovieQueryFormComponent.js new file mode 100644 index 000000000..595a8b6fd --- /dev/null +++ b/code/frontend/src/components/MovieQueryFormComponent.js @@ -0,0 +1,60 @@ +import React, { useEffect } from 'react'; +import fetchMovieData from '../services/fetchMovieData'; // Import your data-fetching utility function + + +//This may need to be better refactor into more appropriate function calls so they may be unit tested +function MovieQueryFormComponent({ setData, setLoading }) { + useEffect(() => { + // Fetch the HTML file and insert it into the container + fetch('/submitform.html') + .then(response => response.text()) // Convert response to text (HTML) + .then(html => { + // Inject the fetched HTML into the div with id 'formContainer' + document.getElementById('formContainer').innerHTML = html; + + // Attach event listener to the dynamically loaded form + const form = document.getElementById('submitForm'); + form.addEventListener('submit', handleSubmit); + }) + .catch(err => console.error('Failed to load HTML:', err)); + }, []); + + // Handle form submission + const handleSubmit = async (e) => { + e.preventDefault(); // Prevent default form submission behavior + + const data_request = { + // Get input values from the dynamically loaded form + rank : document.getElementById('rank').value, + title : document.getElementById('title').value, + release_start : document.getElementById('release_start').value, + release_end : document.getElementById('release_end').value, + score : document.getElementById('score').value, + genre_select : document.getElementById('genre_select').value, + rating_select : document.getElementById('rating_select').value, + budget : document.getElementById('budget').value, + box_office : document.getElementById('box_office').value, + cast_select : document.getElementById('cast_select').value, + director_select : document.getElementById('director_select').value, + writer_select : document.getElementById('writer_select').value, + }; + + setLoading(true); // Set loading state to true + try { + const result = await fetchMovieData(data_request); // Fetch data using inputs + setData(result.message); // Set the data received from the backend + } catch (error) { + setData('Error retrieving data'); + } finally { + setLoading(false); // Set loading state to false + } + }; + + // This return a template html file not an inline html file + return ( + // Container where the HTML form will be dynamically injected +
+ ); +} + +export default MovieQueryFormComponent; \ No newline at end of file diff --git a/code/frontend/src/index.js b/code/frontend/src/index.js new file mode 100644 index 000000000..7f2fa9767 --- /dev/null +++ b/code/frontend/src/index.js @@ -0,0 +1,13 @@ +import React from 'react'; +import ReactDOM from 'react-dom/client'; +import './assets/index.css'; +import App from './components/App'; +// Renders the App component into the root element in the HTML file + + +const root = ReactDOM.createRoot(document.getElementById('root')); +root.render( + + + +); \ No newline at end of file diff --git a/code/frontend/src/services/fetchMovieData.js b/code/frontend/src/services/fetchMovieData.js new file mode 100644 index 000000000..01217dc9c --- /dev/null +++ b/code/frontend/src/services/fetchMovieData.js @@ -0,0 +1,16 @@ +const fetchMovieData = async (input1, input2) => { + const response = await fetch('http://localhost:5000/api/getData', { + method: 'POST', + headers: { + 'Content-Type': 'application/json', + }, + body: JSON.stringify({ input1, input2 }), + }); + + if (!response.ok) { + throw new Error('Network response was not ok'); + } + return await response.json(); +}; + +export default fetchMovieData; diff --git a/code/frontend/src/tests/submitform.test.js b/code/frontend/src/tests/submitform.test.js new file mode 100644 index 000000000..1077e2fc0 --- /dev/null +++ b/code/frontend/src/tests/submitform.test.js @@ -0,0 +1,272 @@ + +import React from 'react' +import {render, screen, waitFor, fireEvent} from '@testing-library/react' +import userEvent from '@testing-library/user-event' + +const fs = require('fs'); +const path = require('path'); +const html = fs.readFileSync(path.resolve('public/submitform.html'), 'utf8'); + +jest.dontMock('fs'); + +test("The Rank Input should not take a text", () => { + render( + <> + + ); + + document.documentElement.innerHTML = html.toString(); + const input = document.getElementById("rank"); + const value = "test"; + + fireEvent.change(input, { + target: { + value + } + }); + expect(input.value).toBe(""); +}) + +test("the Rank Input should take a number", () => { + render( + <> + + ); + + document.documentElement.innerHTML = html.toString(); + const input = document.getElementById("rank"); + const value = 1; + + fireEvent.change(input, { + target: { + value + } + }); + expect(input.value).toBe("1"); +}) + +test("the Title input field should take a text input", async () => { + render( + <> + + ); + + document.documentElement.innerHTML = html.toString(); + const input = document.getElementById("title"); + const value = "Movie"; + + fireEvent.change(input, { + target: { + value + } + }); + expect(input.value).toBe("Movie"); +}) + +test("the Start Date input field should take a date", () => { + render( + <> + + ); + + document.documentElement.innerHTML = html.toString(); + const input = document.getElementById("release_start"); + fireEvent.change(input, { target: { value: '2024-09-29' } }); + + expect(input.value).toBe('2024-09-29'); +}) + +test("the Start Date input field should not take a text", () => { + render( + <> + + ); + + document.documentElement.innerHTML = html.toString(); + const input = document.getElementById("release_start"); + fireEvent.change(input, { target: { value: 'test' } }); + + expect(input.value).toBe(''); +}) + +test("the End Date input field should take a date", () => { + render( + <> + + ); + + document.documentElement.innerHTML = html.toString(); + const input = document.getElementById("release_end"); + fireEvent.change(input, { target: { value: '2024-09-29' } }); + + expect(input.value).toBe('2024-09-29'); +}) + +test("the End Date input field should not take a text", () => { + render( + <> + + ); + + document.documentElement.innerHTML = html.toString(); + const input = document.getElementById("release_end"); + fireEvent.change(input, { target: { value: 'test' } }); + + expect(input.value).toBe(''); +}) + +test("the Score Input should take a number", () => { + render( + <> + + ); + + document.documentElement.innerHTML = html.toString(); + const input = document.getElementById("score"); + const value = 1; + + fireEvent.change(input, { + target: { + value + } + }); + expect(input.value).toBe("1"); +}) + +test("The Score Input should not take a text", () => { + render( + <> + + ); + + document.documentElement.innerHTML = html.toString(); + const input = document.getElementById("score"); + const value = "test"; + + fireEvent.change(input, { + target: { + value + } + }); + expect(input.value).toBe(""); +}) + +test("the Budget Input should take a number", () => { + render( + <> + + ); + + document.documentElement.innerHTML = html.toString(); + const input = document.getElementById("budget"); + const value = 1; + + fireEvent.change(input, { + target: { + value + } + }); + expect(input.value).toBe("1"); +}) + +test("The Budget Input should not take a text", () => { + render( + <> + + ); + + document.documentElement.innerHTML = html.toString(); + const input = document.getElementById("budget"); + const value = "test"; + + fireEvent.change(input, { + target: { + value + } + }); + expect(input.value).toBe(""); +}) + +test("the Box Office Input should take a number", () => { + render( + <> + + ); + + document.documentElement.innerHTML = html.toString(); + const input = document.getElementById("box_office"); + const value = 1; + + fireEvent.change(input, { + target: { + value + } + }); + expect(input.value).toBe("1"); +}) + +test("The Box Office Input should not take a text", () => { + render( + <> + + ); + + document.documentElement.innerHTML = html.toString(); + const input = document.getElementById("box_office"); + const value = "test"; + + fireEvent.change(input, { + target: { + value + } + }); + expect(input.value).toBe(""); +}) + +test("The Reset Click should clear all inputs", async () => { + render( + <> + + ); + + document.documentElement.innerHTML = html.toString(); + const inputRank = document.getElementById("rank"); + const inputScore = document.getElementById("score"); + const inputTitle = document.getElementById("title"); + const inputBoxOffice = document.getElementById("box_office"); + const inputBudget = document.getElementById("budget"); + const inputReleaseEnd = document.getElementById("release_end"); + const inputReleaseStart = document.getElementById("release_start"); + + const valueNum = 1; + const valueTitle = "Movie"; + const valueMoney = 100; + const valueRelease = '2024-09-29'; + + fireEvent.change(inputRank, {target: { value: valueNum }}); + fireEvent.change(inputScore, {target: { value: valueNum }}); + fireEvent.change(inputTitle, {target: { value: valueTitle }}); + fireEvent.change(inputBoxOffice, {target: { value: valueMoney }}); + fireEvent.change(inputBudget, {target: { value: valueMoney }}); + fireEvent.change(inputReleaseEnd, {target: { value: valueRelease }}); + fireEvent.change(inputReleaseStart, {target: { value: valueRelease }}); + + expect(inputRank.value).toBe("1"); + expect(inputScore.value).toBe("1"); + expect(inputTitle.value).toBe("Movie"); + expect(inputBoxOffice.value).toBe("100"); + expect(inputBudget.value).toBe("100"); + expect(inputReleaseEnd.value).toBe("2024-09-29"); + expect(inputReleaseStart.value).toBe("2024-09-29"); + + const resetButton = document.getElementById("clear"); + fireEvent.click(resetButton); + + expect(inputRank.value).toBe(''); + expect(inputScore.value).toBe(''); + expect(inputTitle.value).toBe(''); + expect(inputBoxOffice.value).toBe(''); + expect(inputBudget.value).toBe(''); + expect(inputReleaseEnd.value).toBe(''); + expect(inputReleaseStart.value).toBe(''); +}) \ No newline at end of file diff --git a/demo/iteration0/CS673_presentation0_team6(video).mp4 b/demo/iteration0/CS673_presentation0_team6(video).mp4 new file mode 100644 index 000000000..d25857240 Binary files /dev/null and b/demo/iteration0/CS673_presentation0_team6(video).mp4 differ diff --git a/demo/iteration1/CS673_iteration1demo_team6 (video).mp4 b/demo/iteration1/CS673_iteration1demo_team6 (video).mp4 new file mode 100644 index 000000000..9d3cfd245 Binary files /dev/null and b/demo/iteration1/CS673_iteration1demo_team6 (video).mp4 differ diff --git a/doc/iteration0/CS673_MeetingMinutes_team6.docx b/doc/iteration0/CS673_MeetingMinutes_team6.docx new file mode 100644 index 000000000..f0aedeab0 Binary files /dev/null and b/doc/iteration0/CS673_MeetingMinutes_team6.docx differ diff --git a/doc/iteration0/CS673_ProgressReport_team6.xlsx b/doc/iteration0/CS673_ProgressReport_team6.xlsx new file mode 100644 index 000000000..4909f1934 Binary files /dev/null and b/doc/iteration0/CS673_ProgressReport_team6.xlsx differ diff --git a/doc/iteration0/CS673_SPPP_RiskManagement_team6.xlsx b/doc/iteration0/CS673_SPPP_RiskManagement_team6.xlsx new file mode 100644 index 000000000..fb9b1ee58 Binary files /dev/null and b/doc/iteration0/CS673_SPPP_RiskManagement_team6.xlsx differ diff --git a/doc/iteration0/CS673_SPPP_team6.docx b/doc/iteration0/CS673_SPPP_team6.docx new file mode 100644 index 000000000..adf9b195c Binary files /dev/null and b/doc/iteration0/CS673_SPPP_team6.docx differ diff --git a/doc/iteration0/CS673_presentation_team6.pptx b/doc/iteration0/CS673_presentation_team6.pptx new file mode 100644 index 000000000..694f1edca Binary files /dev/null and b/doc/iteration0/CS673_presentation_team6.pptx differ diff --git a/doc/iteration1/CS673_MeetingMinutes_team6.docx b/doc/iteration1/CS673_MeetingMinutes_team6.docx new file mode 100644 index 000000000..6d664d454 Binary files /dev/null and b/doc/iteration1/CS673_MeetingMinutes_team6.docx differ diff --git a/doc/iteration1/CS673_ProgressReport_team6.xlsx b/doc/iteration1/CS673_ProgressReport_team6.xlsx new file mode 100644 index 000000000..7b137dd31 Binary files /dev/null and b/doc/iteration1/CS673_ProgressReport_team6.xlsx differ diff --git a/doc/iteration1/CS673_SDD_team6.docx b/doc/iteration1/CS673_SDD_team6.docx new file mode 100644 index 000000000..0db0e9df6 Binary files /dev/null and b/doc/iteration1/CS673_SDD_team6.docx differ diff --git a/doc/iteration1/CS673_SPPP_RiskManagement_team6.xlsx b/doc/iteration1/CS673_SPPP_RiskManagement_team6.xlsx new file mode 100644 index 000000000..9121b5602 Binary files /dev/null and b/doc/iteration1/CS673_SPPP_RiskManagement_team6.xlsx differ diff --git a/doc/iteration1/CS673_SPPP_team6.docx b/doc/iteration1/CS673_SPPP_team6.docx new file mode 100644 index 000000000..77eada5ec Binary files /dev/null and b/doc/iteration1/CS673_SPPP_team6.docx differ diff --git a/doc/iteration1/CS673_STD_team6.docx b/doc/iteration1/CS673_STD_team6.docx new file mode 100644 index 000000000..ac06164b0 Binary files /dev/null and b/doc/iteration1/CS673_STD_team6.docx differ diff --git a/doc/iteration1/CS673_presentation1_team6.pptx b/doc/iteration1/CS673_presentation1_team6.pptx new file mode 100644 index 000000000..596dff1b8 Binary files /dev/null and b/doc/iteration1/CS673_presentation1_team6.pptx differ diff --git a/doc/iteration1/Database Requirments.docx b/doc/iteration1/Database Requirments.docx new file mode 100644 index 000000000..181d5679c Binary files /dev/null and b/doc/iteration1/Database Requirments.docx differ diff --git a/doc/iteration1/database_rev2.png b/doc/iteration1/database_rev2.png new file mode 100644 index 000000000..54004b903 Binary files /dev/null and b/doc/iteration1/database_rev2.png differ diff --git a/doc/iteration2/placeholder.txt b/doc/iteration2/placeholder.txt new file mode 100644 index 000000000..fecb829b0 --- /dev/null +++ b/doc/iteration2/placeholder.txt @@ -0,0 +1 @@ +this file is a placeholder \ No newline at end of file diff --git a/misc/lab1_commit_process.md b/misc/lab1_commit_process.md new file mode 100644 index 000000000..8651fde7a --- /dev/null +++ b/misc/lab1_commit_process.md @@ -0,0 +1,115 @@ +# Lab 1 Commit Process + +## Command Line Approach + +1. Open up a terminal window or command prompt. + +2. Navigate to a location of choice, where you would like to clone your repository. + +3. In a browser of choice, go to our GitHub Team 6 Project repository + + * https://github.com/BUMETCS673/seprojects-cs673olf24team6 + + and click on the green “code” button, a drop down window will appear. Make sure you’re on the `local` tab. + +4. There are 3 GitHub link options presented that can be used to clone the repository. The following instructions will be for the SSH method. + + * HTTPS + * SSH + * GitHub CLI + + NOTE: I prefer the SSH way, assuming your SSH keys are set up. If not, GitHub has documentation regarding how to setup SSH keys at this link: + + https://docs.github.com/en/authentication/connecting-to-github-with-ssh/adding-a-new-ssh-key-to-your-github-account + +5. Once the SSH keys have been generated, please copy the link under SSH tab from the pop up window. + + * The link should look like this: `git@github.com:BUMETCS673/seprojects-cs673olf24team6.git` + +6. After copying the link, enter the command below on the terminal that you opened previously: + + * `git clone git@github.com:BUMETCS673/seprojects-cs673olf24team6.git` + + Press enter and the repo should be cloned. + + To verify, enter the command: + + * `ls -l` + + The `seprojects-cs673olf24team6` directory should be there. + +7. Once the project repo has been made, navigate into it by entering the command: + + * `cd seprojects-cs673olf24team6/` + +8. Once in the repo, enter the following command to check the branch you're currently on: + + * `git branch` + + By default, it should be on the `main` branch. + +9. Switch to the Lab1 branch by entering the following command: + + * `git checkout Lab1` + + To verify that the branch is now `Lab1`, enter the command: + + * `git branch` + + There should be a special character (ex: `*`) next to a highlighted branch name that indicates what branch is + currently checked out. + +10. Make sure the branch is up to date with the latest commits by entering the following command: + + * `git pull` + + This will grab/pull the latest changes on the branch to your cloned repo. + +11. Open up the `team.md` file with a editor of your choice and make the changes. + + * To check all current changes made on the local repository, enter the command: + - `git diff` + +12. Once the changes have been finalized, enter the command: + + * `git add team.md` + + This will add the file to the Git staging area. + +13. To verify the correct file has been staged, enter the command: + + * `git status` + + This should show the current file(s) that are staged and the files that are ready to be committed. + +14. To commit the file, enter the command: + + * `git commit -m "Enter a message reflecting the changes made"` + + In the quotations, enter a appropriate message regarding the file changes made. + +15. Once again, to verify, enter the command: + + * `git status` + +16. Once the files are committed, push the committed files to GitHub by entering the command: + + * `git push` + + **NOTE:** + + In the case that commits have been pushed from another colloborator, follow the instructions the command line states to resolve any merge conflicts. This can + be done using merge tools or manually moving changes over. + + Please follow the instructions from the link below to resolve merge conflicts: + + https://www.atlassian.com/git/tutorials/using-branches/merge-conflicts + +17. There are multiple ways to verify that the changes have been pushed to GitHub. Below are + two ways. + + * From the cloned local repository, enter the command: `git log` + - A history/log of previous commits should be displayed in the terminal. + + * On a browser of choice, navigate to: + - https://github.com/BUMETCS673/seprojects-cs673olf24team6/commits/Lab1/ diff --git a/team.md b/team.md new file mode 100644 index 000000000..dbb775059 --- /dev/null +++ b/team.md @@ -0,0 +1,34 @@ +### Alex Flinchum: +My name is Alex Flinchum, I am a Graduate student at Boston University working on my Masters in Software Development. +I decided to get my Masters so that I could further my knowledge within the Software Development landscape. +I have been working at General Motors in both a **Software Engineer** and **QA Tester** roll working on Web Applications and Automated Testing. +I have a solid background in *Java*, as well as many other languages such as *Angular* and *Python*. +In my Undergrad career at Indiana University, I worked in an organization as an intern working on Web applications for neighboring business. +One of these applications specifically used *php* to create interactive biking trails for people in the city to follow. +I also had a specialty tied to my Undergrad major that focus on game development that allowed me to work on all aspects of a game, including art, sound, and music. +I'm Looking forward to creating a project from scratch in a more team focused setting. +___ + +### Joshua Shilts: +Hello my name is Joshua Shilts I am graduate student at Bostone University working on my Masters in sofdtware development. I have been a software engineer now for +five years now working in the medical device and telecommunciations industry. I came to BU to further my skills with new technology in order to help +advance my career. I look forward to creating a application with the team. + +___ + +### Ricky Zheng: +Hi, my name is Ricky Zheng and I'm pursuing a Masters in Software Development at Boston University. I am a Software and Systems Engineer that has worked on +software maintenance testing frameworks, system test requirements, and software test procedures. My goal of pursuing this graduate degree is to obtain the knowledge and +skills to becoming a better full stack developer and engineer as I have not really worked on many front end applications. I'm excited to work with my team on a new +application where I can utilize the many skills I learned from my previous graduate courses and past work experience. + +___ + +### James Zheng +Hello, my name is James Zheng a recent graduate from the University of Massachusetts Amherst. Now pursing my Masters in Software Development at Boston University, currently in my second year. I had limited experience with python, java, and html program language during my time in undergrade with my IT minor. I felt a deep interest in learning and shapening my skills in computer programming langauge or anthing computer software related. I am looking forward to working with my team on this project and learning from them as much as I can. + +___ + +### Elizabeth Tyree +Hello, my name is Elizabeth Tyree and I am currently pursuing a Masters in Software Development at BU, and have a Masters in Physics from Worcester Polytechnic Institute. I have worked on different types of engineering projects from Mechanical Engineering to Data Science\Data Engineering projects. I am familiar with Python and SQL, and taken courses in Java. My goal is to pivot into Cybersecurity and to learn secure coning and threat analysis and detection. I'm excited to get to know my team mates and to learn as much as possible from this course. +___