dev to prod

Cargo.toml

@@ -26,3 +26,8 @@ tower-http = { version = "0.5", features = ["cors"] }
 tokio-cron-scheduler = "0.14.0"
 chrono-tz = "0.10.4"
 indexmap = "2.11.1"
+async-trait = "0.1.89"
+hex = "0.4.3"
+futures = "0.3.31"
+deadpool-redis = "0.22.0"
+strsim = "0.11.1"

Dockerfile

@@ -1,35 +1,39 @@
 # -------- Stage 1: Build --------
-FROM debian:bookworm as build-deps
-
-RUN apt-get update && apt-get install -y curl build-essential pkg-config libssl-dev ca-certificates
-
-# Install Rust
-RUN curl https://sh.rustup.rs -sSf | sh -s -- -y
-ENV PATH="/root/.cargo/bin:${PATH}"
+FROM rust:1.87 as build-deps
 
+# Set working directory
 WORKDIR /app
 
+# Copy Cargo files and build dummy project to cache dependencies
 COPY Cargo.toml Cargo.lock ./
 RUN mkdir src && echo "fn main() {}" > src/main.rs
 RUN cargo build --release || true
 
+# Copy the full source code
 COPY . .
+
+# Build the actual binary
 RUN cargo build --release --bin bap-onest-lite
 
 # -------- Stage 2: Runtime --------
 FROM debian:bookworm-slim
 
+# Install runtime dependencies
 RUN apt-get update && apt-get install -y \
     libpq5 \
     libssl3 \
     ca-certificates \
     && rm -rf /var/lib/apt/lists/*
 
+# Set working directory
 WORKDIR /app
 
+# Copy the built binary and config
 COPY --from=build-deps /app/target/release/bap-onest-lite /app/bap-onest-lite
 COPY config ./config
 
+# Expose the port
 EXPOSE 3008
 
-CMD ["./bap-onest-lite"]
+# Run the binary
+CMD ["./bap-onest-lite"]

README.md

@@ -30,16 +30,8 @@ cargo run -- config/local.yaml
 
 Replace `config/local.yaml` with your configuration file as needed.
 
-## Docker
 
-Build and run the container manually:
-
-```sh
-docker build -t bap-onest-lite .
-docker run -p 3008:3008 bap-onest-lite ./bap-onest-lite config/local.yaml
-```
-
-Or use Docker Compose for multi-service setup:
+use Docker Compose for multi-service setup:
 
 ```sh
 docker compose build --no-cache
@@ -57,4 +49,4 @@ You can update the config path as needed.
 
 ## Configuration
 
-Configuration is loaded from the path you provide as the first argument.
+Configuration is loaded from the path you provide as the first argument.

config/match_score.json

@@ -0,0 +1,108 @@
+{
+  "match_score": [
+    {
+      "name": "role",
+      "profile_path": "/metadata/role",
+      "job_path": "/tags/role",
+      "weight": 2,
+      "is_array": false,
+      "match_mode": "embed",
+      "penalty": 0.6
+    },
+    {
+      "name": "industry",
+      "profile_path": "/metadata/industry",
+      "job_path": "/tags/industry",
+      "weight": 1,
+      "is_array": false,
+      "match_mode": "embed",
+      "penalty": 0.75
+    },
+    {
+      "name": "location",
+      "profile_path": "/metadata/whoIAm/locationData/city",
+      "job_path": "/tags/jobProviderLocation/city",
+      "weight": 1,
+      "is_array": false,
+      "match_mode": "embed",
+      "penalty": 0.95
+    },
+    {
+      "name": "iti_specialization",
+      "profile_path": "/metadata/whatIHave/itiSpecialization",
+      "job_path": "/tags/jobNeeds/educationSubsection/itiSpecialtyPreference",
+      "weight": 1,
+      "is_array": true,
+      "match_mode": "embed",
+      "penalty": 0.9
+    },
+    {
+      "name": "languages",
+      "profile_path": "/metadata/whatIHave/languagesKnown",
+      "job_path": "/tags/jobNeeds/languageSubsection/languageKnown",
+      "weight": 1,
+      "is_array": true,
+      "match_mode": "embed",
+      "penalty": 0.9
+    },
+    {
+      "name": "highest_qualification",
+      "profile_path": "/metadata/whatIHave/highestEducation",
+      "job_path": "/tags/jobNeeds/highestQualificationSubsection/highestQualification",
+      "weight": 1,
+      "is_array": true,
+      "match_mode": "embed",
+      "penalty": 0.9,
+      "bonus": 1.0,
+      "embedding_only": true
+    },
+    {
+      "name": "software_skills",
+      "profile_path": "/metadata/whatIHave/softwareSkills",
+      "job_path": "/tags/jobNeeds/highestQualificationSubsection/softwareKnowledgePreferred",
+      "weight": 1,
+      "is_array": true,
+      "match_mode": "embed",
+      "penalty": 0.9,
+      "bonus": 1.0,
+      "embedding_only": true
+    },
+    {
+      "name": "preferred_work_mode",
+      "profile_path": "/metadata/whatIWant/preferredWorkMode",
+      "job_path": "/tags/jobDetails/modeOfWork",
+      "weight": 1,
+      "is_array": true,
+      "match_mode": "embed",
+      "penalty": 0.7,
+      "embedding_only": true
+    },
+    {
+      "name": "age",
+      "profile_path": "/metadata/whoIAm/age",
+      "job_path_min": "/tags/jobNeeds/ageAllowedLowerLimit",
+      "job_path_max": "/tags/jobNeeds/ageAllowedUpperLimit",
+      "match_mode": "manual",
+      "penalty": 0.7,
+      "bonus": 1.05
+    },
+    {
+      "name": "monthly_in_hand",
+      "profile_path": "/metadata/whatIWant/monthlyInHandPreferred",
+      "job_path_min": "/tags/jobDetails/minMonthlyInHand",
+      "job_path_max": "/tags/jobDetails/maxMonthlyInHand",
+      "match_mode": "manual",
+      "penalty": 0.7,
+      "bonus": 1.05
+    },
+    {
+      "name": "work_hours_per_day",
+      "profile_path": "/metadata/whatIWant/workHoursPerDay",
+      "job_path_min": "/tags/jobDetails/workingHoursPerDay",
+      "job_path_max": "/tags/jobDetails/workingHoursPerDay",
+      "match_mode": "manual",
+      "penalty": 0.8,
+      "bonus": 1.05
+    }
+  ]
+}