diff --git a/.gitignore b/.gitignore index 4d29575d..688d4138 100644 --- a/.gitignore +++ b/.gitignore @@ -1,6 +1,8 @@ # See https://help.github.com/articles/ignoring-files/ for more about ignoring files. # dependencies +/backend/IndustryTrends/Serp_service/node_modules +/backend/IndustryTrends/Serp_service/.env /node_modules /.pnp .pnp.js diff --git a/backend/IndustryTrends/Gateway/docker-compose.yml b/backend/IndustryTrends/Gateway/docker-compose.yml new file mode 100644 index 00000000..bfaa75de --- /dev/null +++ b/backend/IndustryTrends/Gateway/docker-compose.yml @@ -0,0 +1,9 @@ +version: "3" + +services: + prom-server: + image: prom/prometheus + ports: + - 9090:9090 + volumes: + - ./prometheus-config.yml:/etc/prometheus/prometheus.yml \ No newline at end of file diff --git a/backend/IndustryTrends/Gateway/prometheus-config.yml b/backend/IndustryTrends/Gateway/prometheus-config.yml new file mode 100644 index 00000000..70fc5aed --- /dev/null +++ b/backend/IndustryTrends/Gateway/prometheus-config.yml @@ -0,0 +1,7 @@ +global: + scrape_interval: 4s + +scrape_configs: + - job_name: prometheus + static_configs: + - targets: ["192.168.29.36:6001"] \ No newline at end of file diff --git a/backend/IndustryTrends/Serp_service/.env.sample b/backend/IndustryTrends/Serp_service/.env.sample new file mode 100644 index 00000000..5614fcbf --- /dev/null +++ b/backend/IndustryTrends/Serp_service/.env.sample @@ -0,0 +1,5 @@ +PORT = your_port_number +DB_NANE = your_db_name +DB_URI = your_db_uri +SERP_API_KEY = your_serp_api_key +CORS_POLICY = your_cors_policy \ No newline at end of file diff --git a/backend/IndustryTrends/Serp_service/README.md b/backend/IndustryTrends/Serp_service/README.md new file mode 100644 index 00000000..889d40c2 --- /dev/null +++ b/backend/IndustryTrends/Serp_service/README.md @@ -0,0 +1,336 @@ + +# Serp Service - Backend for Industry Trend Data utilising Google Trends Data + +## Overview + +The **Serp Service** is a backend service that fetches, stores, and provides trending data related to **Robotics** and **Machine Learning & Artificial Intelligence**. The data is collected through **SERP APIs** and stored in **MongoDB**, where it can be queried to gather relevant insights. The service is built with **Node.js**, leveraging **Express.js** for API management and **MongoDB** for data persistence. + +Additionally, the service has been integrated with **Prometheus**, **Grafana**, and **Winston-Loki** for monitoring, logging, and metrics collection to ensure smooth operation and transparency. + +## Key Features + +- Collects **Trending Data** related to technology categories such as **Robotics** and **Machine Learning & AI** using **SERP APIs**. +- Stores the collected data in a **MongoDB** database. +- Periodically updates the data using **cron jobs** running every 24 hours. +- Integrates with **Prometheus** for metrics collection, **Grafana** for data visualization, and **Winston-Loki** for logging. + +**Note:** +The "Serp_service" currently provides trends for only two categories: "Robotics" and "Machine Learning & Artificial Intelligence," due to the limitations of the API used for scraping Google Trends data, which allows only 100 requests per month for "FREE TIER" users. The service can be expanded to include additional categories and tags in the future by upgrading to a "PAID TIER," depending on demand. +## Tech Stack + +- **Backend Framework**: **Express.js** in **Node.js** +- **Database**: **MongoDB** +- **APIs**: **SERP API** for trending data collection +- **Monitoring and Logging**: + - **Prometheus**: For collecting server metrics + - **Grafana**: For visualizing the metrics + - **Winston-Loki**: For logging server activities and events + +## Project Structure + +```plaintext +backend/ +│ +├── IndustryTrends/ +│ ├── Gateway/ +│ │ ├── docker-compose.yml +│ │ ├── prometheus-config.yml +│ │ └── ... +│ ├── Serp_service/ +│ │ ├── controllers/ +│ │ │ ├── category.controllers.js +│ │ │ ├── healthcheck.controllers.js +│ │ │ ├── interest.controllers.js +│ │ │ ├── relatedQuery.controllers.js +│ │ │ ├── relatedTopic.controllers.js +│ │ ├── cron/ +│ │ │ ├── apiCall.jobs.js +│ │ │ └── index.js +│ │ ├── db/ +│ │ │ └── index.js +│ │ ├── middlewares/ +│ │ ├── models/ +│ │ │ ├── categories.models.js +│ │ │ ├── interest_over_time.models.js +│ │ │ ├── related_queries.models.js +│ │ │ └── related_topics.models.js +│ │ ├── routes/ +│ │ │ ├── category.routes.js +│ │ │ ├── healcheck.routes.js +│ │ │ ├── interest.routes.js +│ │ │ ├── relatedQuery.routes.js +│ │ │ └── relatedTopics.routes.js +│ │ ├── utils/ +│ │ │ ├── ApiError.js +│ │ │ ├── ApiResponse.js +│ │ │ └── AsyncHandler.js +│ │ ├── .env.sample +│ │ ├── app.js +│ │ ├── index.js +│ │ ├── loki-config.js +│ │ ├── package.json +│ │ └── prom-config.js +│ └── ... +└── ... +``` + +## Key Components + +### `controllers/` +Contains the logic for handling API requests for different technology categories (e.g., Robotics, Machine Learning, AI) and related queries. + +### `cron/` +Contains the cron job configurations, including the jobs for periodic data fetching and updating from the SERP API. + +### `db/` +Responsible for managing database connections and configurations related to MongoDB. + +### `middlewares/` +Holds any middleware functions for request processing and error handling. + +### `models/` +Contains the Mongoose models for the data entities (e.g., categories, related queries, etc.). + +### `routes/` +Defines the routes for different API endpoints corresponding to various controllers. + +### `utils/` +Utility functions for common tasks like error handling, API response formatting, and async handling. + +## Monitoring and Logging Configuration + +- **`loki-config.js`**: Configures **Winston-Loki** for centralized logging. +- **`prom-config.js`**: Configuration for **Prometheus** metrics collection. + +## Gateway/ + +Contains **Docker** and **Prometheus** configuration files for setting up the service in a containerized environment and integrating it with monitoring systems. + + +# Setup Instructions + +Follow the steps below to set up and run the **Serp Service** locally: + +## 0. Add "categories" collection in your DB + +make sure before running the service that the collection "categories" exists in your DB and has the following content: + +```json +{ + "_id":{"$oid":"67c7ed76b31e2ffa2e6f3ce2"}, + "category":"Machine Learning & Artificial Intelligence", + "index":{"$numberInt":"1299"} +} +{ + "_id":{"$oid":"67c7edaeb31e2ffa2e6f3ce3"}, + "category":"Robotics", + "index":{"$numberInt":"1141"} +} +``` + +note that the category and index values MUST BE THE SAME AS SHOWN ABOVE. +"_id" is generated automatically by mongodb and need not be same. + +## 1. Install Dependencies + +Navigate to the `Serp_service` directory and install the required dependencies: + +```bash +cd backend/IndustryTrends/Serp_service +npm install +``` + +## 2. Configure Environment Variables + +Copy the `.env.sample` file to create a new `.env` file: + +```bash +cp .env.sample .env +``` + +### Edit `.env` file + +Open the `.env` file and update the following values: + +- **`PORT`**: Your desired port number for the application. +- **`DB_NAME`**: Name of your MongoDB database. +- **`DB_URI`**: MongoDB connection URI. +- **`SERP_API_KEY`**: Your API key from **SERP API**. +- **`CORS_POLICY`**: Set your CORS policy (e.g., `*` for all domains or specify allowed origins). + +## 3. Generate `SERP_API_KEY` + +To generate your **SERP API Key**, follow these steps: + +1. Visit https://serpapi.com/. +2. Register or log in to your account. +3. Go to the **API Key** section. +4. Copy your API key. +5. Paste the API key into the `SERP_API_KEY` field in your `.env` file. + +## 4. Run the Application + +To start the development server, run the following command: +```bash +npm run dev +``` + +**Note:** +The steps for setting up Prometheus, Grafana, and Winston-Loki are intended solely for creating a detailed and descriptive dashboard to facilitate efficient and comprehensive monitoring of the server. These services will function perfectly fine even without the custom dashboards. You can skip the steps for creating the custom dashboards if you prefer, as they are optional for basic functionality. + + +# Setting up Prometheus, Grafana, and Winston-Loki for Metrics Collection, Visualization, and Logging + +## 1. Prometheus Server + +### Step 1: Create Prometheus Configuration + +Create a file named `prometheus-config.yml` and paste the following configuration. Be sure to replace `` with the actual address of your Node.js server. + +```yaml +global: + scrape_interval: 4s + +scrape_configs: + - job_name: prometheus + static_configs: + - targets: [""] + ``` + +### Step 2: Start Prometheus Server with Docker Compose + +In your project directory, create a `docker-compose.yml` file with the following content to start Prometheus: + +```yaml +version: "3" +services: + prom-server: + image: prom/prometheus + ports: - 9090:9090 + volumes: - ./prometheus-config.yml:/etc/prometheus/prometheus.yml +``` +### Step 3: Run Docker Compose + +Once your `docker-compose.yml` and `prometheus-config.yml` files are ready, run the following command to start the Prometheus server: + +```bash +docker-compose up +``` + + +## 2. Set up Grafana for Metrics Visualization + +Grafana is a powerful tool for visualizing and analyzing metrics collected by Prometheus. Follow these steps to set up and configure Grafana for visualizing metrics from your Node.js application. + +### Step 1: Pull the Grafana Docker Image + +Start by pulling and running the Grafana Docker container using the following command: + +```bash +docker run -d -p 3000:3000 --name=grafana grafana/grafana-oss` +``` + +- `-d`: Run the container in detached mode. +- `-p 3000:3000`: Expose Grafana on port `3000`. +- `--name=grafana`: Name the container `grafana`. +- `grafana/grafana-oss`: Official open-source Grafana Docker image. + +Once the command is executed, Grafana will be running on your local machine and accessible via port `3000`. + +### Step 2: Access Grafana Dashboard + +To access the Grafana UI, open your browser and go to the following URL: + +`http://:3000` + +- Replace `` with the actual IP address of the server or `localhost` if running locally. + +### Step 3: Login to Grafana + +When you first access Grafana, you'll be prompted to log in using the default credentials: + +- **Username**: `admin` +- **Password**: `admin` + +You’ll be asked to change the password on your first login. After changing the password, you’ll be directed to the Grafana dashboard. + +### Step 4: Set up Prometheus as a Data Source + +Once logged in, follow these steps to add **Prometheus** as a data source: + +1. Click on the **gear icon** (⚙️) in the left sidebar to go to the **Configuration** section. +2. Select **Data Sources**. +3. Click on **Add data source**. +4. In the search bar, type "Prometheus" and select it from the list. +5. In the **HTTP URL** field, enter the address of your Prometheus server (e.g., `http://:9090`). +6. Click on **Save & Test** to verify the connection to Prometheus. + +Grafana will now be connected to Prometheus and ready to display your metrics. + +### Step 5: Create a New Dashboard + +1. In the left sidebar, click on the **plus icon** (➕) and select **Dashboard**. +2. Click on **Add new panel**. +3. In the **Query** section, select **Prometheus** as the data source. +4. Enter the desired Prometheus query in the **Metric** field to fetch the data you want to visualize (e.g., `nodejs_http_requests_total` for Node.js HTTP requests). + +Grafana will automatically start fetching the data from Prometheus and display the visualization (e.g., a time series graph) for that query. + +### Step 6: Use the Node.js Dashboard + +To get started with a pre-built Node.js dashboard, follow these steps: + +1. In the **Grafana** dashboard, click on the **"+"** icon in the left sidebar and select **Import**. +2. In the **Import via grafana.com** field, you can paste the **Node.js dashboard ID** from Grafana Dashboards. For example: + - Node.js Overview Dashboard ID: `1860` (This is a commonly used dashboard for Node.js metrics). +3. Enter the dashboard ID and click **Load**. +4. Grafana will automatically import the Node.js dashboard, pre-configured with Prometheus as the data source. + +Once imported, you will see a variety of visualizations related to your Node.js application, such as memory usage, HTTP requests, CPU usage, etc. + +You can also customize the panels, modify queries, or adjust visualizations to better fit your needs. + +## 3. Winston-Loki + +### Step 1: Setup Loki Server +```bash +docker run -d --name=loki -p 3100:3100 grafana/loki +``` +### Step 2: Integrate Loki with Grafana + +To visualize the logs collected by Loki in **Grafana**, follow these steps: + +1. **Login to Grafana**: + + Open your Grafana dashboard by navigating to `http://:3000`. Log in with your **admin** credentials (default: username `admin`, password `admin`). + +2. **Add Loki as a Data Source**: + + To add Loki as a data source in Grafana: + + - Click the **gear icon** (⚙️) in the left sidebar to go to **Configuration**. + - Select **Data Sources**. + - Click on **Add data source**. + - In the search bar, type "Loki" and select it from the list. + - In the **URL** field, enter the address of your Loki server (e.g., `http://localhost:3100`). + - Click **Save & Test** to verify the connection. +3. **Create a Dashboard for Logs**: + + - In the left sidebar, click the **"+"** icon and select **Dashboard**. + - Click on **Add new panel**. + - In the panel editor, select **Loki** as the data source. + - In the **Log field**, type `{job="nodejs-service"}` to query logs from your Node.js application. + - You can further refine the query using **LogQL**, Loki's query language, to filter logs based on severity (`level="info"` or `level="error"`) or specific log messages. +4. **Visualize Logs**: + + Once your logs are set up, you will see them displayed in real-time within Grafana. You can customize the panel, add filters, or set up alerts based on log data. + + +### Step 3: View Logs in Grafana + +After following the above steps, you will now have a **Loki** data source set up in **Grafana**, and your application logs will be visualized in real time. + +You can use Grafana's **Explore** feature to query logs and explore different log levels, timestamps, and metadata such as `job`, `level`, or `message`. This feature is extremely helpful for troubleshooting and monitoring the health of your application. + + + diff --git a/backend/IndustryTrends/Serp_service/app.js b/backend/IndustryTrends/Serp_service/app.js new file mode 100644 index 00000000..38cefd96 --- /dev/null +++ b/backend/IndustryTrends/Serp_service/app.js @@ -0,0 +1,35 @@ +import express from 'express'; +import cors from 'cors'; + +import { collectDefaultMetrics, register } from "./prom-config.js" + +import { healthcheckRouter } from './routes/healthcheck.routes.js'; +import { categoryRouter } from "./routes/category.routes.js" +import { relatedQueryRouter } from "./routes/relatedQuery.routes.js" +import { relatedTopicRouter } from './routes/relatedTopic.routes.js'; +import { interestRouter } from './routes/interest.routes.js'; + +const app = express(); + +const corsOptions = { + origin: process.env.CORS_POLICY, + credentials: true +} + +collectDefaultMetrics({ register: register }) + +app.use(cors(corsOptions)); +app.use(express.json()); + +app.get("/metrics", async (req, res) => { + res.setHeader("Content-Type", register.contentType); + res.send(await register.metrics()); +}) + +app.use("/api/v1/healthcheck", healthcheckRouter); +app.use("/api/v1/categories", categoryRouter); +app.use("/api/v1/interestOverTime", interestRouter); +app.use("/api/v1/relatedQuery", relatedQueryRouter); +app.use("/api/v1/relatedTopic", relatedTopicRouter); + +export default app; \ No newline at end of file diff --git a/backend/IndustryTrends/Serp_service/controllers/category.controllers.js b/backend/IndustryTrends/Serp_service/controllers/category.controllers.js new file mode 100644 index 00000000..d4a67b0f --- /dev/null +++ b/backend/IndustryTrends/Serp_service/controllers/category.controllers.js @@ -0,0 +1,46 @@ +import { Category } from "../models/categories.models.js"; +import { ApiResponse } from "../utils/ApiResponse.js"; +import { asyncHandler } from "../utils/AsyncHandler.js"; +import { ApiError } from "../utils/ApiError.js" +import logger from "../loki-config.js"; +import { totalRequestCounter } from "../prom-config.js" + +const getAllCategories = asyncHandler(async (req, res) => { + totalRequestCounter.inc(); + logger.info("Fetching all categories"); + try { + const categories = await Category.find(); + if (categories) { + res.status(200).json(new ApiResponse(200, "Successfully fetched all categories", categories)); + } + else { + throw new ApiError(404, "No categories found in the database"); + } + + } catch (error) { + logger.error("Something went wrong while fetching categories", error); + throw new ApiError(500, "Something went wrong while fetching categories", error); + } +}) + +const getCategoriesByIndex = asyncHandler(async (req, res) => { + totalRequestCounter.inc(); + logger.info("Fetching categories by index"); + try { + const { index } = req.params; + if(!index) { + throw new ApiError(400, "Category index is required"); + } + const categories = await Category.find({index: index}); + if(!categories) { + throw new ApiError(404, "No categories found in the database"); + } else { + res.status(200).json(new ApiResponse(200, "Successfully fetched categories", categories)); + } + } catch (error) { + logger.error("Something went wrong while fetching categories", error); + throw new ApiError(500, "Something went wrong while fetching categories", error); + } +}) + +export { getAllCategories, getCategoriesByIndex }; \ No newline at end of file diff --git a/backend/IndustryTrends/Serp_service/controllers/healthcheck.controllers.js b/backend/IndustryTrends/Serp_service/controllers/healthcheck.controllers.js new file mode 100644 index 00000000..80b7331f --- /dev/null +++ b/backend/IndustryTrends/Serp_service/controllers/healthcheck.controllers.js @@ -0,0 +1,12 @@ +import { ApiResponse } from "../utils/ApiResponse.js"; +import { asyncHandler } from "../utils/AsyncHandler.js"; +import logger from "../loki-config.js"; +import { totalRequestCounter } from "../prom-config.js" + +const healthcheckController = asyncHandler((_, res) => { + totalRequestCounter.inc(); + logger.info("Healthcheck"); + res.status(200).json(new ApiResponse(200, "OK", null)); +}) + +export { healthcheckController } \ No newline at end of file diff --git a/backend/IndustryTrends/Serp_service/controllers/interest.controllers.js b/backend/IndustryTrends/Serp_service/controllers/interest.controllers.js new file mode 100644 index 00000000..f9aaa3cf --- /dev/null +++ b/backend/IndustryTrends/Serp_service/controllers/interest.controllers.js @@ -0,0 +1,98 @@ +import { asyncHandler } from "../utils/AsyncHandler.js"; +import { ApiError } from "../utils/ApiError.js" +import { ApiResponse } from "../utils/ApiResponse.js"; +import { Category } from "../models/categories.models.js"; +import logger from "../loki-config.js"; +import { totalRequestCounter } from "../prom-config.js" + +const getInterestOverTimeByCategory = asyncHandler(async (req, res) => { + totalRequestCounter.inc(); + logger.info("Fetching interest over time by category"); + const { category } = req.params; + if (!category) { + throw new ApiError(400, "Category is required"); + } + + try { + const interestOverTimeByCategory = await Category.aggregate([ + { + $match: { + category: category + } + }, + { + $lookup: { + from: "interests", + localField: "_id", // The _id of the current collection + foreignField: "category", // The category field in the "interests" collection + as: "RoboticsInterestOverTime" // The name of the field in the output document containing the lookup results + } + }, + { + $unwind: "$RoboticsInterestOverTime" // Unwind the array from the lookup to individual documents + }, + { + $sort: { + "RoboticsInterestOverTime.timestamp": -1 // Sort by timestamp in descending order (latest first) + } + }, + { + $limit: 1 // Limit to 1 document (latest entry) + } + ]) + + if (!interestOverTimeByCategory) { + throw new ApiError(404, "No data found"); + } + + res.status(200).json(new ApiResponse(200, "Successfully fetched interest over time by category", interestOverTimeByCategory)); + } catch (error) { + logger.error("Something went wrong while fetching interest over time by category", error); + throw new ApiError(500, "Something went wrong while fetching interest over time by category", error); + } +}) + +const getInterestOverTimeForAllCategories = asyncHandler(async (req, res) => { + totalRequestCounter.inc(); + logger.info("Fetching interest over time for all categories"); + try { + const interestOverTimeForAllCategories = await Category.aggregate([ + { + $lookup: { + from: "interests", + localField: "_id", // The _id of the current collection + foreignField: "category", // The category field in the "interests" collection + as: "InterestOverTime", // The name of the field in the output document containing the lookup results + }, + }, + { + $unwind: "$InterestOverTime", // Unwind the array from the lookup to individual documents + }, + { + $sort: { + "InterestOverTime.timestamp": -1, // Sort by timestamp in descending order (latest first) + }, + }, + { + $group: { + _id: "$_id", // Group by the category _id + category: { $first: "$category" }, // Retain the category name (or any other fields you want) + InterestOverTime: { + $first: "$InterestOverTime", + }, // Get the latest interest data + }, + }, + ]) + + if(!interestOverTimeForAllCategories) { + throw new ApiError(404, "No data found"); + } + + res.status(200).json(new ApiResponse(200, "Successfully fetched interest over time for all categories", interestOverTimeForAllCategories)); + } catch (error) { + logger.error("Something went wrong while fetching interest over time for all categories", error); + throw new ApiError(500, "Something went wrong while fetching interest over time for all categories", error); + } +}) + +export { getInterestOverTimeByCategory, getInterestOverTimeForAllCategories } \ No newline at end of file diff --git a/backend/IndustryTrends/Serp_service/controllers/relatedQuery.controllers.js b/backend/IndustryTrends/Serp_service/controllers/relatedQuery.controllers.js new file mode 100644 index 00000000..834ccd32 --- /dev/null +++ b/backend/IndustryTrends/Serp_service/controllers/relatedQuery.controllers.js @@ -0,0 +1,100 @@ +import { Category } from "../models/categories.models.js"; +import { ApiError } from "../utils/ApiError.js"; +import { ApiResponse } from "../utils/ApiResponse.js"; +import { asyncHandler } from "../utils/AsyncHandler.js"; +import logger from "../loki-config.js"; +import { totalRequestCounter } from "../prom-config.js" + +const getRelatedQueriesByCategory = asyncHandler(async (req, res) => { + totalRequestCounter.inc(); + logger.info("Fetching related queries by category"); + const { category } = req.params; + if (!category) { + throw new ApiError(400, "Category is required"); + } + + try { + const relatedQueriesByCategory = await Category.aggregate([ + { + $match: { + category: category, + }, + }, + { + $lookup: { + from: "relatedqueries", + localField: "_id", + foreignField: "category", + as: "RelatedQueries", + }, + }, + { + $unwind: "$RelatedQueries", + }, + { + $sort: { + "RelatedQueries.createdAt": -1, + }, + }, + { + $limit: 1, + }, + ]) + + if (!relatedQueriesByCategory) { + throw new ApiError(404, "No related queries found"); + } + + res.status(200).json(new ApiResponse(200, "Successfully fetched related queries by category", relatedQueriesByCategory)); + } catch (error) { + logger.error("Something went wrong while fetching related queries by category", error); + throw new ApiError(500, "Something went wrong while fetching related queries by category", error); + } +}) + +const getRelatedQueriesForAllCategories = asyncHandler(async (req, res) => { + totalRequestCounter.inc(); + logger.info("Fetching related queries for all categories"); + try { + const relatedQueriesForAllCategories = await Category.aggregate([ + { + $lookup: { + from: "relatedqueries", + localField: "_id", + foreignField: "category", + as: "RelatedQueries", + }, + }, + { + $unwind: "$RelatedQueries", + }, + { + $sort: { + "RelatedQueries.createdAt": -1, + }, + }, + { + $group: { + _id: "$_id", + category: { + $first: "$category", + }, + relatedQueries: { + $first: "$RelatedQueries", + }, + }, + }, + ]) + + if (!relatedQueriesForAllCategories) { + throw new ApiError(404, "No related queries found"); + } + + res.status(200).json(new ApiResponse(200, "Successfully fetched related queries for all categories", relatedQueriesForAllCategories)); + } catch (error) { + logger.error("Something went wrong while fetching related queries for all categories", error); + throw new ApiError(500, "Something went wrong while fetching related queries for all categories", error); + } +}) + +export { getRelatedQueriesByCategory, getRelatedQueriesForAllCategories } \ No newline at end of file diff --git a/backend/IndustryTrends/Serp_service/controllers/relatedTopic.controllers.js b/backend/IndustryTrends/Serp_service/controllers/relatedTopic.controllers.js new file mode 100644 index 00000000..2d9e47f2 --- /dev/null +++ b/backend/IndustryTrends/Serp_service/controllers/relatedTopic.controllers.js @@ -0,0 +1,100 @@ +import { Category } from "../models/categories.models.js"; +import { ApiError } from "../utils/ApiError.js"; +import { ApiResponse } from "../utils/ApiResponse.js"; +import { asyncHandler } from "../utils/AsyncHandler.js"; +import logger from "../loki-config.js"; +import { totalRequestCounter } from "../prom-config.js" + +const getRelatedTopicsByCategory = asyncHandler(async (req, res) => { + totalRequestCounter.inc(); + logger.info("Fetching related topics by category"); + const { category } = req.params; + if (!category) { + throw new ApiError(400, "Category is required"); + } + + try { + const relatedTopicsByCategory = await Category.aggregate([ + { + $match: { + category: category, + }, + }, + { + $lookup: { + from: "relatedtopics", + localField: "_id", + foreignField: "category", + as: "RelatedTopics", + }, + }, + { + $unwind: "$RelatedTopics", + }, + { + $sort: { + "RelatedTopics.createdAt": -1, + }, + }, + { + $limit: 1, + }, + ]) + + if (!relatedTopicsByCategory) { + throw new ApiError(404, "No related topics found"); + } + + res.status(200).json(new ApiResponse(200, "Successfully fetched related topics by category", relatedTopicsByCategory)); + } catch (error) { + logger.error("Something went wrong while fetching related topics by category", error); + throw new ApiError(500, "Something went wrong while fetching related topics by category", error); + } +}) + +const getRelatedTopicsForAllCategories = asyncHandler(async (req, res) => { + totalRequestCounter.inc(); + logger.info("Fetching related topics for all categories"); + try { + const relatedTopicsForAllCategories = await Category.aggregate([ + { + $lookup: { + from: "relatedtopics", + localField: "_id", + foreignField: "category", + as: "RelatedTopics", + }, + }, + { + $unwind: "$RelatedTopics", + }, + { + $sort: { + "RelatedTopics.createdAt": -1, + }, + }, + { + $group: { + _id: "$_id", + category: { + $first: "$category", + }, + relatedTopics: { + $first: "$RelatedTopics", + }, + }, + }, + ]) + + if (!relatedTopicsForAllCategories) { + throw new ApiError(404, "No related topics found"); + } + + res.status(200).json(new ApiResponse(200, "Successfully fetched related topics for all categories", relatedTopicsForAllCategories)); + } catch (error) { + logger.error("Something went wrong while fetching related topics for all categories", error); + throw new ApiError(500, "Something went wrong while fetching related topics for all categories", error); + } +}) + +export { getRelatedTopicsByCategory, getRelatedTopicsForAllCategories } \ No newline at end of file diff --git a/backend/IndustryTrends/Serp_service/cron/apiCall.jobs.js b/backend/IndustryTrends/Serp_service/cron/apiCall.jobs.js new file mode 100644 index 00000000..2d65b1ae --- /dev/null +++ b/backend/IndustryTrends/Serp_service/cron/apiCall.jobs.js @@ -0,0 +1,131 @@ +//create function to call the APIs and get the data for each category and send it to cron job for scheduling! +import axios from "axios"; +import { Category } from "../models/categories.models.js"; +import { Interest } from "../models/interest_over_time.models.js"; +import { RelatedTopic } from "../models/related_topics.models.js"; +import { RelatedQuery } from "../models/related_queries.models.js"; +import logger from "../loki-config.js"; + +// Retry logic for fetching data +const fetchDataWithRetry = async (url, params, retries = 3, delay = 1000) => { + let attempt = 0; + while (attempt < retries) { + try { + const response = await axios.get(url, { params }); + return response.data; // return data if successful + } catch (error) { + attempt++; + console.error(`Attempt ${attempt} failed for ${params.cat} with error:`, error.message); + if (attempt >= retries) { + throw new Error(`Failed to fetch data after ${retries} attempts: ${error.message}`); + } + console.log(`Retrying in ${delay}ms...`); + await new Promise(resolve => setTimeout(resolve, delay)); // wait before retrying + } + } +}; + +export async function getDataFromAPI() { + logger.info("Fetching data from APIs"); + + const url = "https://serpapi.com/search.json"; + + // Query database to get the list of categories + try { + logger.info("Fetching categories from the database"); + const categories = await Category.find(); + for (const category of categories) { + // Call the APIs and get the data for each category with retry logic + logger.info(`Fetching data for category ${category.category}`); + try { + const interestOverTime = await fetchDataWithRetry(url, { + engine: "google_trends", + api_key: process.env.SERP_API_KEY, + cat: category.index, + data_type: "TIMESERIES" + }); + + const relatedTopics = await fetchDataWithRetry(url, { + engine: "google_trends", + api_key: process.env.SERP_API_KEY, + cat: category.index, + data_type: "RELATED_TOPICS" + }); + + const relatedQueries = await fetchDataWithRetry(url, { + engine: "google_trends", + api_key: process.env.SERP_API_KEY, + cat: category.index, + data_type: "RELATED_QUERIES" + }); + + // Update the database with the data + try { + logger.info(`Updating the database for category ${category.category}`); + // Update the interestOverTime collection + const interestOverTimeData = interestOverTime; + const interestOverTimeEntry = { + category: category._id, + engine: interestOverTimeData.search_parameters.engine, + timeline_data: interestOverTimeData.interest_over_time.timeline_data, + data_type: interestOverTimeData.search_parameters.data_type + }; + await Interest.insertOne(interestOverTimeEntry); + logger.info(`Successfully updated the interestOverTime collection for category ${category.category}`); + console.log(`Successfully updated the interestOverTime collection for category ${category.category}`); + } catch (error) { + logger.error(`Something went wrong while updating the interestOverTime collection for category ${category.category}`, error); + console.log(`Something went wrong while updating the interestOverTime collection for category ${category.category}`, error); + } + + try { + logger.info(`Updating the relatedTopics collection for category ${category.category}`); + // Update the relatedTopics collection + const relatedTopicsData = relatedTopics; + const relatedTopicsEntry = { + engine: relatedTopicsData.search_parameters.engine, + category: category._id, + data_type: relatedTopicsData.search_parameters.data_type, + rising: relatedTopicsData.related_topics.rising, + top: relatedTopicsData.related_topics.top + }; + await RelatedTopic.insertOne(relatedTopicsEntry); + logger.info(`Successfully updated the relatedTopics collection for category ${category.category}`); + console.log(`Successfully updated the relatedTopics collection for category ${category.category}`); + } catch (error) { + logger.error(`Something went wrong while updating the relatedTopics collection for category ${category.category}`, error); + console.log(`Something went wrong while updating the relatedTopics collection for category ${category.category}`, error); + } + + try { + logger.info(`Updating the relatedQueries collection for category ${category.category}`); + // Update the relatedQueries collection + const relatedQueriesData = relatedQueries; + const relatedQueriesEntry = { + engine: relatedQueriesData.search_parameters.engine, + category: category._id, + data_type: relatedQueriesData.search_parameters.data_type, + rising: relatedQueriesData.related_queries.rising, + top: relatedQueriesData.related_queries.top + }; + await RelatedQuery.insertOne(relatedQueriesEntry); + logger.info(`Successfully updated the relatedQueries collection for category ${category.category}`); + console.log(`Successfully updated the relatedQueries collection for category ${category.category}`); + } catch (error) { + logger.error(`Something went wrong while updating the relatedQueries collection for category ${category.category}`, error); + console.log(`Something went wrong while updating the relatedQueries collection for category ${category.category}`, error); + } + + } catch (error) { + logger.error(`Something went wrong while calling APIs for category ${category.category}`, error); + console.log(`Something went wrong while calling APIs for category ${category.category}`, error); + } + } + } catch (error) { + logger.error(`Something went wrong while getting the categories from the database`, error); + console.log(`Something went wrong while getting the categories from the database`, error); + } +} + + + diff --git a/backend/IndustryTrends/Serp_service/cron/index.js b/backend/IndustryTrends/Serp_service/cron/index.js new file mode 100644 index 00000000..312d7f63 --- /dev/null +++ b/backend/IndustryTrends/Serp_service/cron/index.js @@ -0,0 +1,26 @@ +import cron from "node-cron"; +import { getDataFromAPI } from "./apiCall.jobs.js"; +import logger from "../loki-config.js"; + +// Schedule cron job to run at every minute +cron.schedule('0 1 * * *', () => { + logger.info("Cron job started!"); + console.log("Cron job started!"); + // Replace with the function calls responsible for calling the SERP APIs and updating MongoDB + getDataFromAPI() + .then(() => { + logger.info(`Successfully called the APIs and updated the database`); + console.log(`Successfully called the APIs and updated the database`); + }) + .catch((error) => { + logger.error(`Something went wrong while calling the APIs`, error); + console.log(`Something went wrong while calling the APIs`, error); + }); +}); + +// Handling server shutdown gracefully... +process.on("SIGINT", () => { + logger.info("Gracefully shutting down..."); + console.log("Gracefully shutting down..."); + process.exit(0); // Exit with status code 0 to indicate clean exit +}); diff --git a/backend/IndustryTrends/Serp_service/db/index.js b/backend/IndustryTrends/Serp_service/db/index.js new file mode 100644 index 00000000..389c966a --- /dev/null +++ b/backend/IndustryTrends/Serp_service/db/index.js @@ -0,0 +1,21 @@ +import mongoose from "mongoose"; + +const connectDB = async () => { + const connectionInstance = await mongoose.connect(`${process.env.DB_URI}/${process.env.DB_NANE}`); // this may throw unexpected error. + // In case of error, try hard coding the mongodb uri once. + + try { + if(connectionInstance.connection.readyState === 1) { + console.log(`Connected to MongoDB at ${connectionInstance.connection.host}`); + } + else { + console.log(`Could not connect to MongoDB at ${connectionInstance.connection.host}`); + process.exit(1); + } + } catch (error) { + console.log("Something went wrong while connecting to MongoDB", error); + process.exit(1); + } +} + +export default connectDB; \ No newline at end of file diff --git a/backend/IndustryTrends/Serp_service/index.js b/backend/IndustryTrends/Serp_service/index.js new file mode 100644 index 00000000..258742ea --- /dev/null +++ b/backend/IndustryTrends/Serp_service/index.js @@ -0,0 +1,24 @@ +import dotenv from 'dotenv'; +import connectDB from './db/index.js'; +import app from './app.js'; +import "./cron/index.js"; +import logger from './loki-config.js'; + +dotenv.config({ + path: './.env' +}); + +const PORT = process.env.PORT; + +connectDB() + .then(() => { + app.listen(PORT, () => { + logger.info(`Server running on port ${PORT}`); + console.log(`Server running on port ${PORT}`); + }) + }) + .catch((error) => { + logger.error('Something went wrong with the database connection', error); + console.log('Something went wrong with the database connection', error); + process.exit(1); + }) \ No newline at end of file diff --git a/backend/IndustryTrends/Serp_service/loki-config.js b/backend/IndustryTrends/Serp_service/loki-config.js new file mode 100644 index 00000000..2cc51688 --- /dev/null +++ b/backend/IndustryTrends/Serp_service/loki-config.js @@ -0,0 +1,17 @@ +import { createLogger, transports } from "winston" +import LokiTransport from "winston-loki" + +const loggerOptions = { + transports: [ + new LokiTransport({ + labels: { + service: "serp_service" + }, + host: "http://127.0.0.1:3100" + }) + ] +}; + +const logger = createLogger(loggerOptions); + +export default logger \ No newline at end of file diff --git a/backend/IndustryTrends/Serp_service/models/categories.models.js b/backend/IndustryTrends/Serp_service/models/categories.models.js new file mode 100644 index 00000000..63c7bee9 --- /dev/null +++ b/backend/IndustryTrends/Serp_service/models/categories.models.js @@ -0,0 +1,18 @@ +import mongoose from "mongoose"; +import mongooseAggregatePaginate from "mongoose-aggregate-paginate-v2"; + +const categoriesSchema = new mongoose.Schema({ + category: { + type: String, + required: true, + unique: true + }, + index: { + type: Number, + required: true + } +}, { timestamps: true }); + +categoriesSchema.plugin(mongooseAggregatePaginate) + +export const Category = mongoose.model("Category", categoriesSchema); \ No newline at end of file diff --git a/backend/IndustryTrends/Serp_service/models/interest_over_time.models.js b/backend/IndustryTrends/Serp_service/models/interest_over_time.models.js new file mode 100644 index 00000000..1de1027f --- /dev/null +++ b/backend/IndustryTrends/Serp_service/models/interest_over_time.models.js @@ -0,0 +1,46 @@ +import mongoose from "mongoose"; +import mongooseAggregatePaginate from "mongoose-aggregate-paginate-v2"; + +// Define the schema for the timeline data (structure of each entry in timeline_data array) +const timelineDataSchema = new mongoose.Schema({ + date: { + type: String, + required: true + }, + timestamp: { + type: String, // Store the timestamp as Date + required: true, + }, + values: [ + { + value: String, + extracted_value: Number + } + ] +}, { _id: false }); // Avoid creating a separate _id for each timeline entry + +// Define the main Interest Schema +const interestSchema = new mongoose.Schema({ + category: { + type: mongoose.Schema.Types.ObjectId, + ref: "Category", // Reference to Categories collection + required: true, + }, + engine: { + type: String, + required: true, + }, + timeline_data: { + type: [timelineDataSchema], // Using the timelineDataSchema to structure the data + required: true, + }, + data_type: { + type: String, + required: true, + } +}, { timestamps: true }); // Automatically add createdAt and updatedAt timestamps + +interestSchema.plugin(mongooseAggregatePaginate) + +// Export the model +export const Interest = mongoose.model("Interest", interestSchema); diff --git a/backend/IndustryTrends/Serp_service/models/related_queries.models.js b/backend/IndustryTrends/Serp_service/models/related_queries.models.js new file mode 100644 index 00000000..67789017 --- /dev/null +++ b/backend/IndustryTrends/Serp_service/models/related_queries.models.js @@ -0,0 +1,51 @@ +import mongoose from "mongoose"; + +const risingSchema = new mongoose.Schema({ + query: { + type: String, + required: true + }, + value: { + type: String, + required: true + }, + extracted_value: { + type: Number, + required: true + } +}, { _id: false }); + +const topSchema = new mongoose.Schema({ + query: { + type: String, + required: true + }, + value: { + type: String, + required: true + }, + extracted_value: { + type: Number, + required: true + } +}, { _id: false }); + +const relatedQuriesSchema = new mongoose.Schema({ + engine: { + type: String, + required: true + }, + category: { + type: mongoose.Schema.Types.ObjectId, + ref: "Category", + required: true + }, + rising: [], + top: [], + data_type: { + type: String, + required: true + } +}, { timestamps: true }); + +export const RelatedQuery = mongoose.model("RelatedQuery", relatedQuriesSchema); \ No newline at end of file diff --git a/backend/IndustryTrends/Serp_service/models/related_topics.models.js b/backend/IndustryTrends/Serp_service/models/related_topics.models.js new file mode 100644 index 00000000..fb62dca1 --- /dev/null +++ b/backend/IndustryTrends/Serp_service/models/related_topics.models.js @@ -0,0 +1,59 @@ +import mongoose from "mongoose"; + +const risingSchema = new mongoose.Schema({ + title: { + type: String, + required: true + }, + type: { + type: String, + required: true + }, + value: { + type: String, + required: true + }, + extracted_value: { + type: Number, + required: true + } +}, { _id: false }); + +const topSchema = new mongoose.Schema({ + title: { + type: String, + required: true + }, + type: { + type: String, + required: true + }, + value: { + type: String, + required: true + }, + extracted_value: { + type: Number, + required: true + } +}, { _id: false }); + +const relatedTopicsSchema = new mongoose.Schema({ + engine: { + type: String, + required: true + }, + category: { + type: mongoose.Schema.Types.ObjectId, + ref: "Category", + required: true + }, + rising: [], + top: [], + data_type: { + type: String, + required: true + } +}, { timestamps: true }); + +export const RelatedTopic = mongoose.model("RelatedTopic", relatedTopicsSchema); \ No newline at end of file diff --git a/backend/IndustryTrends/Serp_service/package-lock.json b/backend/IndustryTrends/Serp_service/package-lock.json new file mode 100644 index 00000000..4d9b81ee --- /dev/null +++ b/backend/IndustryTrends/Serp_service/package-lock.json @@ -0,0 +1,2309 @@ +{ + "name": "serp_service", + "version": "1.0.0", + "lockfileVersion": 3, + "requires": true, + "packages": { + "": { + "name": "serp_service", + "version": "1.0.0", + "license": "ISC", + "dependencies": { + "axios": "^1.8.1", + "cors": "^2.8.5", + "dotenv": "^16.4.7", + "express": "^4.21.2", + "mongoose": "^8.12.0", + "mongoose-aggregate-paginate-v2": "^1.1.4", + "node-cron": "^3.0.3", + "prom-client": "^15.1.3", + "winston": "^3.17.0", + 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"nodemon": "^3.1.9" + } +} diff --git a/backend/IndustryTrends/Serp_service/prom-config.js b/backend/IndustryTrends/Serp_service/prom-config.js new file mode 100644 index 00000000..d3f04b84 --- /dev/null +++ b/backend/IndustryTrends/Serp_service/prom-config.js @@ -0,0 +1,8 @@ +import { collectDefaultMetrics, Counter, register } from 'prom-client'; + +const totalRequestCounter = new Counter({ + name: "total_requests", + help: "tells total number of requests" +}) + +export { collectDefaultMetrics, register, totalRequestCounter } \ No newline at end of file diff --git a/backend/IndustryTrends/Serp_service/routes/category.routes.js b/backend/IndustryTrends/Serp_service/routes/category.routes.js new file mode 100644 index 00000000..4129a2f9 --- /dev/null +++ b/backend/IndustryTrends/Serp_service/routes/category.routes.js @@ -0,0 +1,9 @@ +import { Router } from "express"; +import { getAllCategories, getCategoriesByIndex } from "../controllers/category.controllers.js"; + +const router = Router(); + +router.route("/getAllCategories").get(getAllCategories); +router.route("/getCategoriesByIndex/:index").get(getCategoriesByIndex); + +export { router as categoryRouter } \ No newline at end of file diff --git a/backend/IndustryTrends/Serp_service/routes/healthcheck.routes.js b/backend/IndustryTrends/Serp_service/routes/healthcheck.routes.js new file mode 100644 index 00000000..25dfb9c0 --- /dev/null +++ b/backend/IndustryTrends/Serp_service/routes/healthcheck.routes.js @@ -0,0 +1,8 @@ +import { Router } from "express"; +import { healthcheckController } from "../controllers/healthcheck.controllers.js"; + +const router = Router(); + +router.route("/").get(healthcheckController); + +export { router as healthcheckRouter } \ No newline at end of file diff --git a/backend/IndustryTrends/Serp_service/routes/interest.routes.js b/backend/IndustryTrends/Serp_service/routes/interest.routes.js new file mode 100644 index 00000000..ba60ee1d --- /dev/null +++ b/backend/IndustryTrends/Serp_service/routes/interest.routes.js @@ -0,0 +1,9 @@ +import { Router } from "express"; +import { getInterestOverTimeByCategory, getInterestOverTimeForAllCategories } from "../controllers/interest.controllers.js" + +const router = Router(); + +router.route("/getInterestByCategory/:category").get(getInterestOverTimeByCategory); +router.route("/getInterestForAllCategories").get(getInterestOverTimeForAllCategories); + +export { router as interestRouter } \ No newline at end of file diff --git a/backend/IndustryTrends/Serp_service/routes/relatedQuery.routes.js b/backend/IndustryTrends/Serp_service/routes/relatedQuery.routes.js new file mode 100644 index 00000000..e4a7d70d --- /dev/null +++ b/backend/IndustryTrends/Serp_service/routes/relatedQuery.routes.js @@ -0,0 +1,9 @@ +import { Router } from "express"; +import { getRelatedQueriesByCategory, getRelatedQueriesForAllCategories } from "../controllers/relatedQuery.controllers.js"; + +const router = Router(); + +router.route("/getRelatedQueriesByCategory/:category").get(getRelatedQueriesByCategory) +router.route("/getRelatedQueriesForAllCategories").get(getRelatedQueriesForAllCategories) + +export { router as relatedQueryRouter } \ No newline at end of file diff --git a/backend/IndustryTrends/Serp_service/routes/relatedTopic.routes.js b/backend/IndustryTrends/Serp_service/routes/relatedTopic.routes.js new file mode 100644 index 00000000..e72b93c9 --- /dev/null +++ b/backend/IndustryTrends/Serp_service/routes/relatedTopic.routes.js @@ -0,0 +1,9 @@ +import { Router } from "express"; +import { getRelatedTopicsByCategory, getRelatedTopicsForAllCategories } from "../controllers/relatedTopic.controllers.js" + +const router = Router(); + +router.route("/getRelatedTopicsByCategory/:category").get(getRelatedTopicsByCategory); +router.route("/getRelatedTopicsForAllCategories").get(getRelatedTopicsForAllCategories); + +export { router as relatedTopicRouter } \ No newline at end of file diff --git a/backend/IndustryTrends/Serp_service/utils/ApiError.js b/backend/IndustryTrends/Serp_service/utils/ApiError.js new file mode 100644 index 00000000..461b7e33 --- /dev/null +++ b/backend/IndustryTrends/Serp_service/utils/ApiError.js @@ -0,0 +1,17 @@ +export class ApiError extends Error { + constructor(statusCode, message, data = [], stackTrace = null) { + super(message); + + this.statusCode = statusCode; + this.message = message; + this.data = data; + this.success = false; + + if(stackTrace) { + this.stackTrace = stackTrace; + } + else { + Error.captureStackTrace(this, this.constructor); + } + } +} \ No newline at end of file diff --git a/backend/IndustryTrends/Serp_service/utils/ApiResponse.js b/backend/IndustryTrends/Serp_service/utils/ApiResponse.js new file mode 100644 index 00000000..67fc1849 --- /dev/null +++ b/backend/IndustryTrends/Serp_service/utils/ApiResponse.js @@ -0,0 +1,8 @@ +export class ApiResponse { + constructor(statusCode, message, data) { + this.statusCode = statusCode; + this.message = message; + this.data = data; + this.success = statusCode < 400 ? true : false; + } +} \ No newline at end of file diff --git a/backend/IndustryTrends/Serp_service/utils/AsyncHandler.js b/backend/IndustryTrends/Serp_service/utils/AsyncHandler.js new file mode 100644 index 00000000..20ef5e75 --- /dev/null +++ b/backend/IndustryTrends/Serp_service/utils/AsyncHandler.js @@ -0,0 +1,9 @@ +export function asyncHandler(controller) { + return (req,res, next) => { + Promise + .resolve(controller(req, res, next)) + .catch((err) => { + next(err); + }) + } +} \ No newline at end of file