chore: release v3.5.2

Bumps [next](https://github.com/vercel/next.js) from 14.2.15 to 14.2.21.
- [Release notes](https://github.com/vercel/next.js/releases)
- [Changelog](https://github.com/vercel/next.js/blob/canary/release.js)
- [Commits](https://github.com/vercel/next.js/compare/v14.2.15...v14.2.21)

---
updated-dependencies:
- dependency-name: next
  dependency-type: direct:production
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>

.env.dev-azure.example

@@ -0,0 +1,84 @@
+# When adding additional environment variables, the schema in "/src/env.mjs"
+# should be updated accordingly.
+
+# Prisma
+# https://www.prisma.io/docs/reference/database-reference/connection-urls#env
+DIRECT_URL="postgresql://postgres:postgres@localhost:5432/postgres"
+DATABASE_URL="postgresql://postgres:postgres@localhost:5432/postgres"
+
+# Clickhouse
+CLICKHOUSE_MIGRATION_URL="clickhouse://localhost:9000"
+CLICKHOUSE_URL="http://localhost:8123"
+CLICKHOUSE_USER="clickhouse"
+CLICKHOUSE_PASSWORD="clickhouse"
+CLICKHOUSE_CLUSTER_ENABLED="false"
+
+# Next Auth
+# You can generate a new secret on the command line with:
+# openssl rand -base64 32
+# https://next-auth.js.org/configuration/options#secret
+# NEXTAUTH_SECRET=""
+NEXTAUTH_URL="http://localhost:3000"
+NEXTAUTH_SECRET="secret"
+
+# Langfuse Cloud Environment
+NEXT_PUBLIC_LANGFUSE_CLOUD_REGION="DEV"
+
+# Langfuse experimental features
+LANGFUSE_ENABLE_EXPERIMENTAL_FEATURES="true"
+
+# Salt for API key hashing
+SALT="salt"
+
+# Email
+EMAIL_FROM_ADDRESS=""  # Defines the email address to use as the from address.
+SMTP_CONNECTION_URL=""  # Defines the connection url for smtp server.
+
+# DON'T PANIC: The Azurite Secrets are well-known and meant to be hard-coded
+# S3 Batch Exports
+LANGFUSE_S3_BATCH_EXPORT_ENABLED=true
+LANGFUSE_S3_BATCH_EXPORT_BUCKET=langfuse
+LANGFUSE_S3_BATCH_EXPORT_ACCESS_KEY_ID=devstoreaccount1
+LANGFUSE_S3_BATCH_EXPORT_SECRET_ACCESS_KEY=Eby8vdM02xNOcqFlqUwJPLlmEtlCDXJ1OUzFT50uSRZ6IFsuFq2UVErCz4I6tq/K1SZFPTOtr/KBHBeksoGMGw==
+LANGFUSE_S3_BATCH_EXPORT_REGION=auto
+LANGFUSE_S3_BATCH_EXPORT_ENDPOINT=http://localhost:10000/devstoreaccount1
+## Necessary for minio compatibility
+LANGFUSE_S3_BATCH_EXPORT_FORCE_PATH_STYLE=true
+LANGFUSE_S3_BATCH_EXPORT_PREFIX=exports/
+
+# S3 Media Upload LOCAL
+LANGFUSE_S3_MEDIA_UPLOAD_BUCKET=langfuse
+LANGFUSE_S3_MEDIA_UPLOAD_ACCESS_KEY_ID=devstoreaccount1
+LANGFUSE_S3_MEDIA_UPLOAD_SECRET_ACCESS_KEY=Eby8vdM02xNOcqFlqUwJPLlmEtlCDXJ1OUzFT50uSRZ6IFsuFq2UVErCz4I6tq/K1SZFPTOtr/KBHBeksoGMGw==
+LANGFUSE_S3_MEDIA_UPLOAD_REGION=auto
+LANGFUSE_S3_MEDIA_UPLOAD_ENDPOINT=http://localhost:10000/devstoreaccount1
+## Necessary for minio compatibility
+LANGFUSE_S3_MEDIA_UPLOAD_FORCE_PATH_STYLE=true
+LANGFUSE_S3_MEDIA_UPLOAD_PREFIX=media/
+
+# S3 Event Bucket Upload
+## Set to true to test uploading all events to S3
+LANGFUSE_S3_EVENT_UPLOAD_BUCKET=langfuse
+LANGFUSE_S3_EVENT_UPLOAD_ACCESS_KEY_ID=devstoreaccount1
+LANGFUSE_S3_EVENT_UPLOAD_SECRET_ACCESS_KEY=Eby8vdM02xNOcqFlqUwJPLlmEtlCDXJ1OUzFT50uSRZ6IFsuFq2UVErCz4I6tq/K1SZFPTOtr/KBHBeksoGMGw==
+LANGFUSE_S3_EVENT_UPLOAD_REGION=auto
+LANGFUSE_S3_EVENT_UPLOAD_ENDPOINT=http://localhost:10000/devstoreaccount1
+## Necessary for minio compatibility
+LANGFUSE_S3_EVENT_UPLOAD_FORCE_PATH_STYLE=true
+LANGFUSE_S3_EVENT_UPLOAD_PREFIX=events/
+
+LANGFUSE_USE_AZURE_BLOB=true
+
+# Set during docker build of application
+# Used to disable environment verification at build time
+# DOCKER_BUILD=1
+
+REDIS_HOST="127.0.0.1"
+REDIS_PORT=6379
+REDIS_AUTH="myredissecret"
+
+# openssl rand -hex 32 used only here
+ENCRYPTION_KEY=0000000000000000000000000000000000000000000000000000000000000000 
+
+# speeds up local development by not executing init scripts on server startup
+NEXT_PUBLIC_LANGFUSE_RUN_NEXT_INIT="false"

.env.dev.example

@@ -11,6 +11,7 @@ CLICKHOUSE_MIGRATION_URL="clickhouse://localhost:9000"
 CLICKHOUSE_URL="http://localhost:8123"
 CLICKHOUSE_USER="clickhouse"
 CLICKHOUSE_PASSWORD="clickhouse"
+CLICKHOUSE_CLUSTER_ENABLED="false"
 
 # Next Auth
 # You can generate a new secret on the command line with:
@@ -33,19 +34,30 @@ SALT="salt"
 EMAIL_FROM_ADDRESS=""  # Defines the email address to use as the from address.
 SMTP_CONNECTION_URL=""  # Defines the connection url for smtp server.
 
-# S3 storage
-S3_ENDPOINT=http://localhost:9090
-S3_ACCESS_KEY_ID=minio
-S3_SECRET_ACCESS_KEY=miniosecret
-S3_BUCKET_NAME=mybucket
-S3_REGION=us-east-1
+# S3 Batch Exports
+LANGFUSE_S3_BATCH_EXPORT_ENABLED=true
+LANGFUSE_S3_BATCH_EXPORT_BUCKET=langfuse
+LANGFUSE_S3_BATCH_EXPORT_ACCESS_KEY_ID=minio
+LANGFUSE_S3_BATCH_EXPORT_SECRET_ACCESS_KEY=miniosecret
+LANGFUSE_S3_BATCH_EXPORT_REGION=us-east-1
+LANGFUSE_S3_BATCH_EXPORT_ENDPOINT=http://localhost:9090
 ## Necessary for minio compatibility
-S3_FORCE_PATH_STYLE=true
+LANGFUSE_S3_BATCH_EXPORT_FORCE_PATH_STYLE=true
+LANGFUSE_S3_BATCH_EXPORT_PREFIX=exports/
+
+# S3 Media Upload LOCAL
+LANGFUSE_S3_MEDIA_UPLOAD_BUCKET=langfuse
+LANGFUSE_S3_MEDIA_UPLOAD_ACCESS_KEY_ID=minio
+LANGFUSE_S3_MEDIA_UPLOAD_SECRET_ACCESS_KEY=miniosecret
+LANGFUSE_S3_MEDIA_UPLOAD_REGION=us-east-1
+LANGFUSE_S3_MEDIA_UPLOAD_ENDPOINT=http://localhost:9090
+## Necessary for minio compatibility
+LANGFUSE_S3_MEDIA_UPLOAD_FORCE_PATH_STYLE=true
+LANGFUSE_S3_MEDIA_UPLOAD_PREFIX=media/
 
 # S3 Event Bucket Upload
 ## Set to true to test uploading all events to S3
-LANGFUSE_S3_EVENT_UPLOAD_ENABLED=false
-LANGFUSE_S3_EVENT_UPLOAD_BUCKET=mybucket
+LANGFUSE_S3_EVENT_UPLOAD_BUCKET=langfuse
 LANGFUSE_S3_EVENT_UPLOAD_ACCESS_KEY_ID=minio
 LANGFUSE_S3_EVENT_UPLOAD_SECRET_ACCESS_KEY=miniosecret
 LANGFUSE_S3_EVENT_UPLOAD_REGION=us-east-1
@@ -62,9 +74,8 @@ REDIS_HOST="127.0.0.1"
 REDIS_PORT=6379
 REDIS_AUTH="myredissecret"
 
-LANGFUSE_WORKER_PASSWORD=mybasicauthsecret
 # openssl rand -hex 32 used only here
 ENCRYPTION_KEY=0000000000000000000000000000000000000000000000000000000000000000 
 
 # speeds up local development by not executing init scripts on server startup
-NEXT_PUBLIC_LANGFUSE_RUN_NEXT_INIT="false"
+NEXT_PUBLIC_LANGFUSE_RUN_NEXT_INIT="false"

.env.dev.legacy.example

@@ -0,0 +1,86 @@
+# When adding additional environment variables, the schema in "/src/env.mjs"
+# should be updated accordingly.
+
+# Prisma
+# https://www.prisma.io/docs/reference/database-reference/connection-urls#env
+DIRECT_URL="postgresql://postgres:postgres@localhost:5432/postgres"
+DATABASE_URL="postgresql://postgres:postgres@localhost:5432/postgres"
+
+# Clickhouse
+CLICKHOUSE_MIGRATION_URL="clickhouse://localhost:9000"
+CLICKHOUSE_URL="http://localhost:8123"
+CLICKHOUSE_USER="clickhouse"
+CLICKHOUSE_PASSWORD="clickhouse"
+CLICKHOUSE_CLUSTER_ENABLED="false"
+
+# Next Auth
+# You can generate a new secret on the command line with:
+# openssl rand -base64 32
+# https://next-auth.js.org/configuration/options#secret
+# NEXTAUTH_SECRET=""
+NEXTAUTH_URL="http://localhost:3000"
+NEXTAUTH_SECRET="secret"
+
+# Langfuse Cloud Environment
+NEXT_PUBLIC_LANGFUSE_CLOUD_REGION="DEV"
+
+# Langfuse experimental features
+LANGFUSE_ENABLE_EXPERIMENTAL_FEATURES="true"
+
+# Salt for API key hashing
+SALT="salt"
+
+# Email
+EMAIL_FROM_ADDRESS=""  # Defines the email address to use as the from address.
+SMTP_CONNECTION_URL=""  # Defines the connection url for smtp server.
+
+# S3 Batch Exports
+LANGFUSE_S3_BATCH_EXPORT_ENABLED=true
+LANGFUSE_S3_BATCH_EXPORT_BUCKET=langfuse
+LANGFUSE_S3_BATCH_EXPORT_ACCESS_KEY_ID=minio
+LANGFUSE_S3_BATCH_EXPORT_SECRET_ACCESS_KEY=miniosecret
+LANGFUSE_S3_BATCH_EXPORT_REGION=us-east-1
+LANGFUSE_S3_BATCH_EXPORT_ENDPOINT=http://localhost:9090
+## Necessary for minio compatibility
+LANGFUSE_S3_BATCH_EXPORT_FORCE_PATH_STYLE=true
+LANGFUSE_S3_BATCH_EXPORT_PREFIX=exports/
+
+# # S3 Media Upload LOCAL
+LANGFUSE_S3_MEDIA_UPLOAD_BUCKET=langfuse
+LANGFUSE_S3_MEDIA_UPLOAD_ACCESS_KEY_ID=minio
+LANGFUSE_S3_MEDIA_UPLOAD_SECRET_ACCESS_KEY=miniosecret
+LANGFUSE_S3_MEDIA_UPLOAD_REGION=us-east-1
+LANGFUSE_S3_MEDIA_UPLOAD_ENDPOINT=http://localhost:9090
+## Necessary for minio compatibility
+LANGFUSE_S3_MEDIA_UPLOAD_FORCE_PATH_STYLE=true
+LANGFUSE_S3_MEDIA_UPLOAD_PREFIX=media/
+
+# S3 Event Bucket Upload
+## Set to true to test uploading all events to S3
+LANGFUSE_S3_EVENT_UPLOAD_BUCKET=langfuse
+LANGFUSE_S3_EVENT_UPLOAD_ACCESS_KEY_ID=minio
+LANGFUSE_S3_EVENT_UPLOAD_SECRET_ACCESS_KEY=miniosecret
+LANGFUSE_S3_EVENT_UPLOAD_REGION=us-east-1
+LANGFUSE_S3_EVENT_UPLOAD_ENDPOINT=http://localhost:9090
+## Necessary for minio compatibility
+LANGFUSE_S3_EVENT_UPLOAD_FORCE_PATH_STYLE=true
+LANGFUSE_S3_EVENT_UPLOAD_PREFIX=events/
+
+# Set during docker build of application
+# Used to disable environment verification at build time
+# DOCKER_BUILD=1
+
+REDIS_HOST="127.0.0.1"
+REDIS_PORT=6379
+REDIS_AUTH="myredissecret"
+
+# openssl rand -hex 32 used only here
+ENCRYPTION_KEY=0000000000000000000000000000000000000000000000000000000000000000 
+
+# speeds up local development by not executing init scripts on server startup
+NEXT_PUBLIC_LANGFUSE_RUN_NEXT_INIT="false"
+
+LANGFUSE_READ_FROM_POSTGRES_ONLY=true
+LANGFUSE_RETURN_FROM_CLICKHOUSE=false
+LANGFUSE_READ_DASHBOARDS_FROM_CLICKHOUSE=false
+LANGFUSE_READ_FROM_CLICKHOUSE_ONLY=false

.env.local.example

@@ -1,24 +0,0 @@
-# When adding additional environment variables, the schema in "/src/env.mjs"
-# should be updated accordingly.
-
-# Prisma
-# https://www.prisma.io/docs/reference/database-reference/connection-urls#env
-DIRECT_URL="postgresql://postgres:postgres@db:5432/postgres"
-DATABASE_URL="postgresql://postgres:postgres@db:5432/postgres"
-# Next Auth
-NEXTAUTH_SECRET="secret"
-NEXTAUTH_URL="http://localhost:3000"
-
-# feature flag to enable experimental features locally
-LANGFUSE_ENABLE_EXPERIMENTAL_FEATURES="false"
-SALT="salt"
-
-# Redis
-REDIS_HOST="127.0.0.1"
-REDIS_PORT=6379
-REDIS_AUTH="myredissecret"
-
-LANGFUSE_WORKER_PASSWORD=myworkerpassword
-
-# openssl rand -hex 32 used only here
-ENCRYPTION_KEY=0000000000000000000000000000000000000000000000000000000000000000

.env.prod.example

@@ -55,6 +55,7 @@ OTEL_SERVICE_NAME="langfuse"
 
 # Auth, optional configuration
 # AUTH_DOMAINS_WITH_SSO_ENFORCEMENT=domain1.com,domain2.com
+# AUTH_IGNORE_ACCOUNT_FIELDS=foo,bar
 # AUTH_DISABLE_USERNAME_PASSWORD=true
 # AUTH_DISABLE_SIGNUP=true
 # AUTH_SESSION_MAX_AGE=43200 # 30 days in minutes (default)
@@ -67,6 +68,10 @@ OTEL_SERVICE_NAME="langfuse"
 # AUTH_GITHUB_CLIENT_ID=
 # AUTH_GITHUB_CLIENT_SECRET=
 # AUTH_GITHUB_ALLOW_ACCOUNT_LINKING=false
+# AUTH_GITHUB_ENTERPRISE_CLIENT_ID=
+# AUTH_GITHUB_ENTERPRISE_CLIENT_SECRET=
+# AUTH_GITHUB_ENTERPRISE_BASE_URL=
+# AUTH_GITHUB_ENTERPRISE_ALLOW_ACCOUNT_LINKING=false
 # AUTH_GITLAB_CLIENT_ID=
 # AUTH_GITLAB_CLIENT_SECRET=
 # AUTH_GITLAB_ALLOW_ACCOUNT_LINKING=false
@@ -87,11 +92,16 @@ OTEL_SERVICE_NAME="langfuse"
 # AUTH_COGNITO_CLIENT_SECRET=
 # AUTH_COGNITO_ISSUER=
 # AUTH_COGNITO_ALLOW_ACCOUNT_LINKING=false
+# AUTH_KEYCLOAK_CLIENT_ID=
+# AUTH_KEYCLOAK_CLIENT_SECRET=
+# AUTH_KEYCLOAK_ISSUER=
+# AUTH_KEYCLOAK_ALLOW_ACCOUNT_LINKING=false
 # AUTH_CUSTOM_CLIENT_ID=
 # AUTH_CUSTOM_CLIENT_SECRET=
 # AUTH_CUSTOM_ISSUER=
 # AUTH_CUSTOM_NAME=
 # AUTH_CUSTOM_SCOPE="openid email profile" # optional
+# AUTH_CUSTOM_CLIENT_AUTH_METHOD="client_secret_basic" # optional
 # AUTH_CUSTOM_ALLOW_ACCOUNT_LINKING=false
 
 # Transactional email, optional
@@ -100,16 +110,16 @@ OTEL_SERVICE_NAME="langfuse"
 # Defines the connection url for smtp server. 
 # SMTP_CONNECTION_URL=
 
-# S3 storage, optional, used for exports from the UI
-# S3_ENDPOINT=
-# S3_ACCESS_KEY_ID=
-# S3_SECRET_ACCESS_KEY=
-# S3_BUCKET_NAME=
-# S3_REGION=
-# BATCH_EXPORT_DOWNLOAD_LINK_EXPIRATION_HOURS=
+# S3 Batch Exports
+# LANGFUSE_S3_BATCH_EXPORT_ENABLED=
+# LANGFUSE_S3_BATCH_EXPORT_BUCKET=
+# LANGFUSE_S3_BATCH_EXPORT_ACCESS_KEY_ID=
+# LANGFUSE_S3_BATCH_EXPORT_SECRET_ACCESS_KEY=
+# LANGFUSE_S3_BATCH_EXPORT_REGION=
+# LANGFUSE_S3_BATCH_EXPORT_ENDPOINT=
+# LANGFUSE_S3_BATCH_EXPORT_PREFIX=
 
 # S3 storage for events, optional, used to persist all incoming events
-# LANGFUSE_S3_EVENT_UPLOAD_ENABLED="true"
 # LANGFUSE_S3_EVENT_UPLOAD_BUCKET=
 # Optional prefix to be used within the bucket. Must end with `/` if set
 # LANGFUSE_S3_EVENT_UPLOAD_PREFIX=events/
@@ -237,15 +247,11 @@ OTEL_SERVICE_NAME="langfuse"
 # CLICKHOUSE_PASSWORD=
 
 # Ingestion
-# LANGFUSE_INGESTION_BUFFER_TTL_SECONDS=
-# LANGFUSE_INGESTION_FLUSH_DELAY_MS= 
-# LANGFUSE_INGESTION_FLUSH_ATTEMPTS= 
-# LANGFUSE_INGESTION_FLUSH_PROCESSING_CONCURRENCY=
-# LANGFUSE_INGESTION_CLICKHOUSE_WRITE_BATCH_SIZE= 
+# LANGFUSE_INGESTION_QUEUE_DELAY_MS=
+# LANGFUSE_INGESTION_CLICKHOUSE_WRITE_BATCH_SIZE=
 # LANGFUSE_INGESTION_CLICKHOUSE_WRITE_INTERVAL_MS= 
 # LANGFUSE_INGESTION_CLICKHOUSE_MAX_ATTEMPTS=
 # LANGFUSE_LEGACY_INGESTION_WORKER_CONCURRENCY=
-# LANGFUSE_ASYNC_INGESTION_PROCESSING="true"
 # QUEUE_CONSUMER_LEGACY_INGESTION_QUEUE_IS_ENABLED="true"
 
 ## END Langfuse V3 Ingestion

.github/workflows/_deploy_ecs_service.yml

@@ -58,7 +58,6 @@ jobs:
             --build-arg SENTRY_PROJECT=${{ vars.SENTRY_PROJECT }} \
             .
           docker push $REGISTRY/$REPOSITORY:$IMAGE_TAG
-
       - name: Render AWS ECS Task Definition
         id: render-task-definition
         uses: aws-actions/amazon-ecs-render-task-definition@v1

.github/workflows/codespell.yml

@@ -6,6 +6,7 @@ on:
     branches: [main]
   pull_request:
     branches: [main]
+  merge_group:
 
 permissions:
   contents: read

.github/workflows/deploy.yml

@@ -19,7 +19,7 @@ on:
         type: choice
         options:
           - staging
-          - prod-eu-temp
+          - prod-eu
           - prod-us
         required: true
 
@@ -78,7 +78,7 @@ jobs:
                 return `["staging"]`
               }
               if (context.ref === "refs/heads/production") {
-                return `["prod-eu-temp", "prod-us"]`
+                return `["prod-eu", "prod-us"]`
               }
             }
             return "[]"

.github/workflows/pipeline.yml

@@ -10,7 +10,11 @@ on:
   merge_group:
   pull_request:
     branches:
-      - "*"
+      - "**"
+
+concurrency:
+  group: ${{ github.workflow }}-${{ github.ref }}
+  cancel-in-progress: ${{ github.event_name == 'pull_request' }}
 
 jobs:
   lint:
@@ -40,15 +44,18 @@ jobs:
     steps:
       - name: Checkout
         uses: actions/checkout@v4
-
+      - name: Login to Docker Hub
+        if: github.repository == 'langfuse/langfuse' && (github.event_name != 'pull_request' || github.event.pull_request.head.repo.full_name == github.repository) && (github.event_name != 'pull_request' || github.event.pull_request.head.repo.full_name == github.repository)
+        uses: docker/login-action@v3
+        with:
+          username: ${{ secrets.DOCKERHUB_USERNAME_READ }}
+          password: ${{ secrets.DOCKERHUB_TOKEN_READ }}
       - name: Set NEXT_PUBLIC_BUILD_ID
         run: echo "NEXT_PUBLIC_BUILD_ID=$(git rev-parse --short HEAD)" >> $GITHUB_ENV
-
       - name: Build and run both images from compose
         run: |
           docker compose -f docker-compose.build.yml up -d
           sleep 5 # Wait for PostgreSQL to accept connections
-
       - name: Ensure no unhealthy status
         run: |
           if docker-compose ps | grep "(unhealthy)"; then
@@ -57,19 +64,17 @@ jobs:
           else
             echo "All services are healthy"
           fi
-
       - name: Check worker health
         run: |
           timeout 10 bash -c 'until curl -f http://localhost:3030/api/health; do sleep 2; done'
-
       - name: Check server health
         run: |
           timeout 10 bash -c 'until curl -f http://localhost:3000/api/public/health; do sleep 2; done'
 
-  tests-web:
+  tests-web-sync:
     timeout-minutes: 20
     runs-on: ubuntu-latest
-    name: tests-web (node${{ matrix.node-version }}, pg${{ matrix.postgres-version }})
+    name: tests-web-sync (node${{ matrix.node-version }}, pg${{ matrix.postgres-version }})
     strategy:
       matrix:
         node-version: [20]
@@ -79,27 +84,35 @@ jobs:
         uses: pierotofy/set-swap-space@master
         with:
           swap-size-gb: 10
-
       - uses: actions/checkout@v4
+      - name: Install golang-migrate for Clickhouse migrations
+        run: |
+          curl -L https://github.com/golang-migrate/migrate/releases/download/v4.16.2/migrate.linux-amd64.tar.gz | tar xvz
+          sudo mv migrate /usr/bin/migrate
+          which migrate
       - uses: pnpm/action-setup@v3
         with:
           version: 9.5.0
+      - name: Login to Docker Hub
+        if: github.repository == 'langfuse/langfuse' && (github.event_name != 'pull_request' || github.event.pull_request.head.repo.full_name == github.repository)
+        uses: docker/login-action@v3
+        with:
+          username: ${{ secrets.DOCKERHUB_USERNAME_READ }}
+          password: ${{ secrets.DOCKERHUB_TOKEN_READ }}
       - name: Use Node.js ${{ matrix.node-version }}
         uses: actions/setup-node@v4
         with:
           node-version: ${{ matrix.node-version }}
           cache: "pnpm"
           cache-dependency-path: "pnpm-lock.yaml"
-
       - name: install dependencies
         run: |
           pnpm install
-
       - name: Load default env
         run: |
           cp .env.dev.example .env
-          grep -v -e '^S3_BUCKET_NAME=' -e '^REDIS_HOST=' -e '^NEXT_PUBLIC_LANGFUSE_RUN_NEXT_INIT=' .env.dev.example > .env
-
+          grep -v -e '^LANGFUSE_S3_BATCH_EXPORT_ENABLED=' -e '^REDIS_HOST=' -e '^NEXT_PUBLIC_LANGFUSE_RUN_NEXT_INIT=' .env.dev.legacy.example > .env
+          echo "LANGFUSE_POSTGRES_INGESTION_ENABLED=true" >> .env
       - name: Run + migrate
         run: |
           docker compose -f docker-compose.dev.yml up -d
@@ -107,14 +120,12 @@ jobs:
           docker compose ps
         env:
           POSTGRES_VERSION: ${{ matrix.postgres-version }}
-
       - name: Seed DB
         run: |
           pnpm run db:migrate
-
+          pnpm --filter=shared ch:up
       - name: Build
         run: pnpm run build
-
       - name: Start Langfuse
         run: (pnpm run start&)
         env:
@@ -127,58 +138,129 @@ jobs:
           LANGFUSE_INIT_USER_EMAIL: "demo@langfuse.com"
           LANGFUSE_INIT_USER_NAME: "Demo User"
           LANGFUSE_INIT_USER_PASSWORD: "password"
+      - name: run test-sync
+        run: pnpm --filter=web run test-sync
+      - name: run test-client
+        run: pnpm --filter=web run test-client
 
-      - name: run tests
-        run: pnpm --filter=web run test
-
-  tests-worker:
+  tests-web-async:
     timeout-minutes: 20
     runs-on: ubuntu-latest
-    name: tests-worker (node${{ matrix.node-version }}, pg${{ matrix.postgres-version }})
+    name: tests-web-async (node${{ matrix.node-version }}, pg${{ matrix.postgres-version }}, mode${{ matrix.blob-provider }})
     strategy:
       matrix:
         node-version: [20]
         postgres-version: [12, 15]
+        blob-provider: ["", "-azure"]
     steps:
       - name: Set Swap Space
         uses: pierotofy/set-swap-space@master
         with:
           swap-size-gb: 10
-
       - uses: actions/checkout@v4
+      - name: Install golang-migrate for Clickhouse migrations
+        run: |
+          curl -L https://github.com/golang-migrate/migrate/releases/download/v4.16.2/migrate.linux-amd64.tar.gz | tar xvz
+          sudo mv migrate /usr/bin/migrate
+          which migrate
       - uses: pnpm/action-setup@v3
         with:
           version: 9.5.0
-
+      - name: Login to Docker Hub
+        if: github.repository == 'langfuse/langfuse' && (github.event_name != 'pull_request' || github.event.pull_request.head.repo.full_name == github.repository)
+        uses: docker/login-action@v3
+        with:
+          username: ${{ secrets.DOCKERHUB_USERNAME_READ }}
+          password: ${{ secrets.DOCKERHUB_TOKEN_READ }}
       - name: Use Node.js ${{ matrix.node-version }}
         uses: actions/setup-node@v4
         with:
           node-version: ${{ matrix.node-version }}
           cache: "pnpm"
           cache-dependency-path: "pnpm-lock.yaml"
-
       - name: install dependencies
         run: |
           pnpm install
+      - name: Load default env
+        run: |
+          cp .env.dev${{ matrix.blob-provider }}.example .env
+          grep -v -e '^LANGFUSE_S3_BATCH_EXPORT_ENABLED=' -e '^REDIS_HOST=' -e '^NEXT_PUBLIC_LANGFUSE_RUN_NEXT_INIT=' .env.dev${{ matrix.blob-provider }}.example > .env
+      - name: Run + migrate
+        run: |
+          docker compose -f docker-compose.dev${{ matrix.blob-provider }}.yml up -d
+          sleep 5 # Wait for PostgreSQL to accept connections
+          docker compose ps
+        env:
+          POSTGRES_VERSION: ${{ matrix.postgres-version }}
+      - name: Seed DB
+        run: |
+          pnpm run db:migrate
+          pnpm --filter=shared ch:up
+      - name: Build
+        run: pnpm run build
+      - name: Start Langfuse
+        run: (pnpm run start&)
+        env:
+          LANGFUSE_INIT_ORG_ID: "seed-org-id"
+          LANGFUSE_INIT_ORG_NAME: "Seed Org"
+          LANGFUSE_INIT_PROJECT_ID: "7a88fb47-b4e2-43b8-a06c-a5ce950dc53a"
+          LANGFUSE_INIT_PROJECT_NAME: "Seed Project"
+          LANGFUSE_INIT_PROJECT_PUBLIC_KEY: "pk-lf-1234567890"
+          LANGFUSE_INIT_PROJECT_SECRET_KEY: "sk-lf-1234567890"
+          LANGFUSE_INIT_USER_EMAIL: "demo@langfuse.com"
+          LANGFUSE_INIT_USER_NAME: "Demo User"
+          LANGFUSE_INIT_USER_PASSWORD: "password"
+      - name: run tests
+        run: pnpm --filter=web run test
 
+  tests-worker:
+    timeout-minutes: 20
+    runs-on: ubuntu-latest
+    name: tests-worker (node${{ matrix.node-version }}, pg${{ matrix.postgres-version }}, mode${{ matrix.blob-provider }})
+    strategy:
+      matrix:
+        node-version: [20]
+        postgres-version: [12, 15]
+        blob-provider: ["", "-azure"]
+    steps:
+      - name: Set Swap Space
+        uses: pierotofy/set-swap-space@master
+        with:
+          swap-size-gb: 10
+      - uses: actions/checkout@v4
+      - uses: pnpm/action-setup@v3
+        with:
+          version: 9.5.0
+      - name: Login to Docker Hub
+        if: github.repository == 'langfuse/langfuse' && (github.event_name != 'pull_request' || github.event.pull_request.head.repo.full_name == github.repository)
+        uses: docker/login-action@v3
+        with:
+          username: ${{ secrets.DOCKERHUB_USERNAME_READ }}
+          password: ${{ secrets.DOCKERHUB_TOKEN_READ }}
+      - name: Use Node.js ${{ matrix.node-version }}
+        uses: actions/setup-node@v4
+        with:
+          node-version: ${{ matrix.node-version }}
+          cache: "pnpm"
+          cache-dependency-path: "pnpm-lock.yaml"
+      - name: install dependencies
+        run: |
+          pnpm install
       - name: Install golang-migrate for Clickhouse migrations
         run: |
           curl -L https://github.com/golang-migrate/migrate/releases/download/v4.16.2/migrate.linux-amd64.tar.gz | tar xvz
           sudo mv migrate /usr/bin/migrate
           which migrate
-
       - name: Load default env
         run: |
-          cp .env.dev.example .env
-          cp .env.dev.example web/.env
-          cp .env.dev.example worker/.env
-
+          cp .env.dev${{ matrix.blob-provider }}.example .env
+          cp .env.dev${{ matrix.blob-provider }}.example web/.env
+          cp .env.dev${{ matrix.blob-provider }}.example worker/.env
       - name: Run + migrate
         run: |
-          docker compose -f docker-compose.dev.yml up -d
+          docker compose -f docker-compose.dev${{ matrix.blob-provider }}.yml up -d
           sleep 5 # Wait for PostgreSQL to accept connections
           docker compose ps
-
       - name: Ensure no unhealthy status
         run: |
           if docker compose ps | grep "(unhealthy)"; then
@@ -187,18 +269,16 @@ jobs:
           else
             echo "All services are healthy"
           fi
-
       - name: Seed DB
         run: |
           pnpm run db:migrate
           pnpm run db:seed
           pnpm run --filter=shared ch:up
-
       - name: Build
         run: pnpm --filter=worker... run build
-
       - name: run tests
         run: pnpm --filter=worker run test
+
   e2e-tests:
     runs-on: ubuntu-latest
     steps:
@@ -211,33 +291,32 @@ jobs:
           node-version: 20
           cache: "pnpm"
           cache-dependency-path: "pnpm-lock.yaml"
-
+      - name: Login to Docker Hub
+        if: github.repository == 'langfuse/langfuse' && (github.event_name != 'pull_request' || github.event.pull_request.head.repo.full_name == github.repository)
+        uses: docker/login-action@v3
+        with:
+          username: ${{ secrets.DOCKERHUB_USERNAME_READ }}
+          password: ${{ secrets.DOCKERHUB_TOKEN_READ }}
       - name: install dependencies
         run: |
           pnpm install
-
       - name: Load default env
         run: |
           cp .env.dev.example .env
           cp .env.dev.example web/.env
-
       - name: Run + migrate
         run: |
           docker compose -f docker-compose.dev.yml up -d
           docker compose ps
           sleep 5 # Wait for PostgreSQL to accept connections
-
       - name: Seed DB
         run: |
           pnpm run db:migrate
           pnpm run db:seed
-
       - name: Build
         run: pnpm run build
-
       - name: Install playwright
         run: pnpm --filter=web exec playwright install --with-deps
-
       - name: Run e2e tests
         run: pnpm --filter=web run test:e2e
 
@@ -245,6 +324,12 @@ jobs:
     runs-on: ubuntu-latest
     steps:
       - uses: actions/checkout@v4
+      - name: Login to Docker Hub
+        if: github.repository == 'langfuse/langfuse' && (github.event_name != 'pull_request' || github.event.pull_request.head.repo.full_name == github.repository)
+        uses: docker/login-action@v3
+        with:
+          username: ${{ secrets.DOCKERHUB_USERNAME_READ }}
+          password: ${{ secrets.DOCKERHUB_TOKEN_READ }}
       - uses: pnpm/action-setup@v3
         with:
           version: 9.5.0
@@ -253,35 +338,47 @@ jobs:
           node-version: 20
           cache: "pnpm"
           cache-dependency-path: "pnpm-lock.yaml"
-
       - name: install dependencies
         run: |
           pnpm install
-
+      - name: Install golang-migrate for Clickhouse migrations
+        run: |
+          curl -L https://github.com/golang-migrate/migrate/releases/download/v4.16.2/migrate.linux-amd64.tar.gz | tar xvz
+          sudo mv migrate /usr/bin/migrate
+          which migrate
       - name: Load default env
         run: |
           cp .env.dev.example .env
-          echo "LANGFUSE_ASYNC_INGESTION_PROCESSING=true" >> .env
           echo "LANGFUSE_CACHE_API_KEY_ENABLED=true" >> .env
           echo "LANGFUSE_CACHE_PROMPT_ENABLED=true" >> .env
-
       - name: Run + migrate
         run: |
           docker compose -f docker-compose.dev.yml up -d
           docker compose ps
           sleep 5 # Wait for PostgreSQL to accept connections
-
+      - name: Ensure Docker dependencies are healthy
+        run: |
+          if docker-compose ps | grep "(unhealthy)"; then
+            echo "One or more services are unhealthy"
+            exit 1
+          else
+            echo "All services are healthy"
+          fi
       - name: Seed DB
         run: |
           pnpm run db:migrate
+          pnpm --filter=shared run ch:up
           pnpm run db:seed:examples
-
       - name: Build
         run: pnpm run build
-
       - name: Run server
         run: (pnpm run start&)
-
+      - name: Check worker health
+        run: |
+          timeout 10 bash -c 'until curl -f http://localhost:3030/api/health; do sleep 2; done'
+      - name: Check server health
+        run: |
+          timeout 10 bash -c 'until curl -f http://localhost:3000/api/public/health; do sleep 2; done'
       - name: Run e2e tests
         run: pnpm --filter=web run test:e2e:server
 
@@ -291,11 +388,12 @@ jobs:
     needs:
       [
         lint,
-        tests-web,
+        tests-web-sync,
         tests-worker,
         e2e-tests,
         test-docker-build,
         e2e-server-tests,
+        tests-web-async,
       ]
     if: always()
     steps:
@@ -326,34 +424,27 @@ jobs:
         with:
           node-version: 20
           cache-dependency-path: "pnpm-lock.yaml"
-
       - name: Checkout
         uses: actions/checkout@v4
-
       - name: Set NEXT_PUBLIC_BUILD_ID
         run: echo "NEXT_PUBLIC_BUILD_ID=$(git rev-parse --short HEAD)" >> $GITHUB_ENV
-
       - name: Log in to the GitHub Container registry
         uses: docker/login-action@v2
         with:
           registry: ghcr.io
           username: ${{ github.actor }}
           password: ${{ secrets.GITHUB_TOKEN }}
-
       - name: Log in to Docker Hub
         uses: docker/login-action@v2
         with:
           username: ${{ secrets.DOCKERHUB_USERNAME }}
           password: ${{ secrets.DOCKERHUB_TOKEN }}
-
       - name: Set up QEMU
         uses: docker/setup-qemu-action@v3
-
       - name: Set up Docker Buildx
         uses: docker/setup-buildx-action@v3
         with:
           driver-opts: network=host
-
       - name: Extract metadata (tags, labels) for Docker
         id: meta-web
         uses: docker/metadata-action@v4
@@ -361,14 +452,16 @@ jobs:
           images: |
             ghcr.io/langfuse/langfuse # GitHub
             langfuse/langfuse # Docker Hub
+          flavor: |
+            latest=false
           tags: |
             type=ref,event=branch
             type=ref,event=pr
             type=sha
             type=semver,pattern={{version}}
-            type=semver,pattern={{major}}.{{minor}}
-            type=semver,pattern={{major}}
-
+            type=semver,pattern={{major}}.{{minor}},enable=${{ !contains(github.ref, '-rc') }}
+            type=semver,pattern={{major}},enable=${{ !contains(github.ref, '-rc') }}
+            type=raw,value=latest,enable=${{ startsWith(github.ref, 'refs/tags/v3') && !contains(github.ref, '-rc') }}
       - name: Build and push Docker image (web)
         uses: docker/build-push-action@v4
         with:
@@ -380,7 +473,6 @@ jobs:
           platforms: |
             linux/amd64
             ${{ startsWith(github.ref, 'refs/tags/') && 'linux/arm64' || '' }}
-
       - name: Extract metadata (tags, labels) for Docker
         id: meta-worker
         uses: docker/metadata-action@v4
@@ -388,14 +480,16 @@ jobs:
           images: |
             ghcr.io/langfuse/langfuse-worker # GitHub
             langfuse/langfuse-worker # Docker Hub
+          flavor: |
+            latest=false
           tags: |
             type=ref,event=branch
             type=ref,event=pr
             type=sha
             type=semver,pattern={{version}}
-            type=semver,pattern={{major}}.{{minor}}
-            type=semver,pattern={{major}}
-
+            type=semver,pattern={{major}}.{{minor}},enable=${{ !contains(github.ref, '-rc') }}
+            type=semver,pattern={{major}},enable=${{ !contains(github.ref, '-rc') }}
+            type=raw,value=latest,enable=${{ startsWith(github.ref, 'refs/tags/v3') && !contains(github.ref, '-rc') }}
       - name: Build and push Docker image (worker)
         uses: docker/build-push-action@v4
         with:

.github/workflows/release.yml

@@ -3,7 +3,7 @@ on:
   push:
     # Pattern matched against refs/tags
     tags:
-      - "v[0-9]+.[0-9]+.[0-9]+" # Semantic version tags
+      - "v3.[0-9]+.[0-9]+" # Semantic version tags
 
 jobs:
   release:

.github/workflows/snyk.yml

@@ -6,6 +6,11 @@ on:
   push:
     branches:
       - main
+  merge_group:
+
+concurrency:
+  group: ${{ github.workflow }}-${{ github.ref }}
+  cancel-in-progress: ${{ github.event_name == 'pull_request' }}
 
 jobs:
   snyk:
@@ -15,13 +20,13 @@ jobs:
       - name: Build a Docker image
         run: docker compose -f docker-compose.build.yml up -d
 
-      - name: Run Snyk to check Docker image for vulnerabilities (langfuse-server)
+      - name: Run Snyk to check Docker image for vulnerabilities (langfuse-web)
         continue-on-error: true
         uses: snyk/actions/docker@master
         env:
           SNYK_TOKEN: ${{ secrets.SNYK_TOKEN }}
         with:
-          image: langfuse-server
+          image: langfuse-langfuse-web
           args: --file=web/Dockerfile
 
       - name: Upload result to GitHub Code Scanning
@@ -36,7 +41,7 @@ jobs:
         env:
           SNYK_TOKEN: ${{ secrets.SNYK_TOKEN }}
         with:
-          image: langfuse-worker
+          image: langfuse-langfuse-worker
           args: --file=worker/Dockerfile
 
       - name: Upload result to GitHub Code Scanning

.gitignore

@@ -35,9 +35,11 @@ yarn-error.log*
 
 # local env files
 # do not commit any .env files to git, except for the .env.example file. https://create.t3.gg/en/usage/env-variables#using-environment-variables
-.env
-.env.local
-.env*.local
+.env*
+!.env.dev.example
+!.env.dev-azure.example
+!.env.prod.example
+!.env.dev.legacy.example
 
 # vercel
 .vercel

.vscode/settings.json

@@ -20,6 +20,7 @@
   "prettier.documentSelectors": [
     "**/*.{cjs,mjs,ts,tsx,astro,md,mdx,json,yaml,yml}"
   ],
+  "prettier.trailingComma": "all",
   "mdx.experimentalLanguageServer": true,
   "typescript.preferences.importModuleSpecifier": "non-relative",
   "docwriter.style": "JSDoc",

CONTRIBUTING.md

@@ -432,6 +432,20 @@ Example:
 op run --env-file="./.env" -- pnpm --filter=shared run db:deploy
 ```
 
+### Editing default models and prices
+
+You can update the default AI models and prices by adding or updating an entry in `worker/src/constants/default-model-prices.json`.
+
+Please note that
+
+- prices are in USD
+- the list is ordered by ID, so make sure to keep this order
+- the `updated_at` field must be updated with the current date in ISO 8601 format. Otherwise, the change will be ignored.
+
+### Transition period until V3 release
+
+Until the V3 release, both the JSON record must be updated **and** a migration must be created to continue supporting self-hosted users. Note that the migration must updated both the `models` as well as the `prices` table accordingly.
+
 ## License
 
 Langfuse is MIT licensed, except for `ee/` folder. See [LICENSE](LICENSE) and [docs](https://langfuse.com/docs/open-source) for more details.

LICENSE

@@ -2,8 +2,8 @@ Copyright (c) 2023--2024 Langfuse GmbH
 
 Portions of this software are licensed as follows:
 
-- All content that resides under the "ee/" and/or "web/src/ee" directories of this repository, if these directories exist, is licensed under the license defined in "ee/LICENSE".
-- All third party components incorporated into the Finto Technologies Software are licensed under the original license provided by the owner of the applicable component.
+- All content that resides under the "ee/", "web/src/ee/", and/or "worker/src/ee/" directories of this repository, if these directories exist, is licensed under the license defined in "ee/LICENSE".
+- All third party components incorporated into the Langfuse Software are licensed under the original license provided by the owner of the applicable component.
 - Content outside of the above mentioned directories or restrictions above is available under the "MIT Expat" license as defined below.
 
 Permission is hereby granted, free of charge, to any person obtaining a copy

README.md

@@ -42,9 +42,7 @@
 
 ## Langfuse Overview
 
-_Unmute video for voice-over_
-
-https://github.com/langfuse/langfuse/assets/2834609/a94062e9-c782-4ee9-af59-dee6370149a8
+[![Langfuse Overview Video](https://github.com/user-attachments/assets/3926b288-ff61-4b95-8aa1-45d041c70866)](https://langfuse.com/watch-demo)
 
 ### Develop
 
@@ -181,3 +179,64 @@ This helps us to:
 None of the data is shared with third parties and does not include any sensitive information. We want to be super transparent about this and you can find the exact data we collect [here](/web/src/features/telemetry/index.ts).
 
 You can opt-out by setting `TELEMETRY_ENABLED=false`.
+
+### Star History
+
+<a href="https://star-history.com/#langfuse/langfuse&Date">
+ <picture>
+   <source media="(prefers-color-scheme: dark)" srcset="https://api.star-history.com/svg?repos=langfuse/langfuse&type=Date&theme=dark" />
+   <source media="(prefers-color-scheme: light)" srcset="https://api.star-history.com/svg?repos=langfuse/langfuse&type=Date" />
+   <img alt="Star History Chart" src="https://api.star-history.com/svg?repos=langfuse/langfuse&type=Date" />
+ </picture>
+</a>
+
+### Open Source Projects Using Langfuse
+
+Top open-source Python projects that use Langfuse, ranked by stars ([Source](https://github.com/langfuse/langfuse-docs/blob/main/components-mdx/dependents)):
+
+| Repository                                                                                                                                                                                                                                                          | Stars |
+| :------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ | ----: |
+| <img class="avatar mr-2" src="https://avatars.githubusercontent.com/u/127165244?s=40&v=4" width="20" height="20" alt=""> &nbsp; [langgenius](https://github.com/langgenius) / [dify](https://github.com/langgenius/dify)                                            | 54865 |
+| <img class="avatar mr-2" src="https://avatars.githubusercontent.com/u/158137808?s=40&v=4" width="20" height="20" alt=""> &nbsp; [open-webui](https://github.com/open-webui) / [open-webui](https://github.com/open-webui/open-webui)                                | 51531 |
+| <img class="avatar mr-2" src="https://avatars.githubusercontent.com/u/131470832?s=40&v=4" width="20" height="20" alt=""> &nbsp; [lobehub](https://github.com/lobehub) / [lobe-chat](https://github.com/lobehub/lobe-chat)                                           | 49003 |
+| <img class="avatar mr-2" src="https://avatars.githubusercontent.com/u/85702467?s=40&v=4" width="20" height="20" alt=""> &nbsp; [langflow-ai](https://github.com/langflow-ai) / [langflow](https://github.com/langflow-ai/langflow)                                  | 39093 |
+| <img class="avatar mr-2" src="https://avatars.githubusercontent.com/u/130722866?s=40&v=4" width="20" height="20" alt=""> &nbsp; [run-llama](https://github.com/run-llama) / [llama_index](https://github.com/run-llama/llama_index)                                 | 37368 |
+| <img class="avatar mr-2" src="https://avatars.githubusercontent.com/u/139558948?s=40&v=4" width="20" height="20" alt=""> &nbsp; [chatchat-space](https://github.com/chatchat-space) / [Langchain-Chatchat](https://github.com/chatchat-space/Langchain-Chatchat)    | 32486 |
+| <img class="avatar mr-2" src="https://avatars.githubusercontent.com/u/128289781?s=40&v=4" width="20" height="20" alt=""> &nbsp; [FlowiseAI](https://github.com/FlowiseAI) / [Flowise](https://github.com/FlowiseAI/Flowise)                                         | 32448 |
+| <img class="avatar mr-2" src="https://avatars.githubusercontent.com/u/31035808?s=40&v=4" width="20" height="20" alt=""> &nbsp; [mindsdb](https://github.com/mindsdb) / [mindsdb](https://github.com/mindsdb/mindsdb)                                                | 26931 |
+| <img class="avatar mr-2" src="https://avatars.githubusercontent.com/u/119600397?s=40&v=4" width="20" height="20" alt=""> &nbsp; [twentyhq](https://github.com/twentyhq) / [twenty](https://github.com/twentyhq/twenty)                                              | 24195 |
+| <img class="avatar mr-2" src="https://avatars.githubusercontent.com/u/60330232?s=40&v=4" width="20" height="20" alt=""> &nbsp; [PostHog](https://github.com/PostHog) / [posthog](https://github.com/PostHog/posthog)                                                | 22618 |
+| <img class="avatar mr-2" src="https://avatars.githubusercontent.com/u/121462774?s=40&v=4" width="20" height="20" alt=""> &nbsp; [BerriAI](https://github.com/BerriAI) / [litellm](https://github.com/BerriAI/litellm)                                               | 15151 |
+| <img class="avatar mr-2" src="https://avatars.githubusercontent.com/u/179202840?s=40&v=4" width="20" height="20" alt=""> &nbsp; [mediar-ai](https://github.com/mediar-ai) / [screenpipe](https://github.com/mediar-ai/screenpipe)                                   | 11037 |
+| <img class="avatar mr-2" src="https://avatars.githubusercontent.com/u/105877416?s=40&v=4" width="20" height="20" alt=""> &nbsp; [formbricks](https://github.com/formbricks) / [formbricks](https://github.com/formbricks/formbricks)                                |  9386 |
+| <img class="avatar mr-2" src="https://avatars.githubusercontent.com/u/76263028?s=40&v=4" width="20" height="20" alt=""> &nbsp; [anthropics](https://github.com/anthropics) / [courses](https://github.com/anthropics/courses)                                       |  8385 |
+| <img class="avatar mr-2" src="https://avatars.githubusercontent.com/u/78410652?s=40&v=4" width="20" height="20" alt=""> &nbsp; [GreyDGL](https://github.com/GreyDGL) / [PentestGPT](https://github.com/GreyDGL/PentestGPT)                                          |  7374 |
+| <img class="avatar mr-2" src="https://avatars.githubusercontent.com/u/152537519?s=40&v=4" width="20" height="20" alt=""> &nbsp; [superagent-ai](https://github.com/superagent-ai) / [superagent](https://github.com/superagent-ai/superagent)                       |  5391 |
+| <img class="avatar mr-2" src="https://avatars.githubusercontent.com/u/137907881?s=40&v=4" width="20" height="20" alt=""> &nbsp; [promptfoo](https://github.com/promptfoo) / [promptfoo](https://github.com/promptfoo/promptfoo)                                     |  4976 |
+| <img class="avatar mr-2" src="https://avatars.githubusercontent.com/u/157326433?s=40&v=4" width="20" height="20" alt=""> &nbsp; [onlook-dev](https://github.com/onlook-dev) / [onlook](https://github.com/onlook-dev/onlook)                                        |  4141 |
+| <img class="avatar mr-2" src="https://avatars.githubusercontent.com/u/7250217?s=40&v=4" width="20" height="20" alt=""> &nbsp; [Canner](https://github.com/Canner) / [WrenAI](https://github.com/Canner/WrenAI)                                                      |  2526 |
+| <img class="avatar mr-2" src="https://avatars.githubusercontent.com/u/11855343?s=40&v=4" width="20" height="20" alt=""> &nbsp; [pingcap](https://github.com/pingcap) / [autoflow](https://github.com/pingcap/autoflow)                                              |  2061 |
+| <img class="avatar mr-2" src="https://avatars.githubusercontent.com/u/85268109?s=40&v=4" width="20" height="20" alt=""> &nbsp; [MLSysOps](https://github.com/MLSysOps) / [MLE-agent](https://github.com/MLSysOps/MLE-agent)                                         |  1161 |
+| <img class="avatar mr-2" src="https://avatars.githubusercontent.com/u/158137808?s=40&v=4" width="20" height="20" alt=""> &nbsp; [open-webui](https://github.com/open-webui) / [pipelines](https://github.com/open-webui/pipelines)                                  |  1100 |
+| <img class="avatar mr-2" src="https://avatars.githubusercontent.com/u/18422723?s=40&v=4" width="20" height="20" alt=""> &nbsp; [alishobeiri](https://github.com/alishobeiri) / [thread](https://github.com/alishobeiri/thread)                                      |  1074 |
+| <img class="avatar mr-2" src="https://avatars.githubusercontent.com/u/125468716?s=40&v=4" width="20" height="20" alt=""> &nbsp; [topoteretes](https://github.com/topoteretes) / [cognee](https://github.com/topoteretes/cognee)                                     |   971 |
+| <img class="avatar mr-2" src="https://avatars.githubusercontent.com/u/188657705?s=40&v=4" width="20" height="20" alt=""> &nbsp; [bRAGAI](https://github.com/bRAGAI) / [bRAG-langchain](https://github.com/bRAGAI/bRAG-langchain)                                    |   823 |
+| <img class="avatar mr-2" src="https://avatars.githubusercontent.com/u/169500408?s=40&v=4" width="20" height="20" alt=""> &nbsp; [opslane](https://github.com/opslane) / [opslane](https://github.com/opslane/opslane)                                               |   677 |
+| <img class="avatar mr-2" src="https://avatars.githubusercontent.com/u/151867818?s=40&v=4" width="20" height="20" alt=""> &nbsp; [dynamiq-ai](https://github.com/dynamiq-ai) / [dynamiq](https://github.com/dynamiq-ai/dynamiq)                                      |   639 |
+| <img class="avatar mr-2" src="https://avatars.githubusercontent.com/u/48585267?s=40&v=4" width="20" height="20" alt=""> &nbsp; [theopenconversationkit](https://github.com/theopenconversationkit) / [tock](https://github.com/theopenconversationkit/tock)         |   514 |
+| <img class="avatar mr-2" src="https://avatars.githubusercontent.com/u/20493493?s=40&v=4" width="20" height="20" alt=""> &nbsp; [andysingal](https://github.com/andysingal) / [llm-course](https://github.com/andysingal/llm-course)                                 |   394 |
+| <img class="avatar mr-2" src="https://avatars.githubusercontent.com/u/132396805?s=40&v=4" width="20" height="20" alt=""> &nbsp; [phospho-app](https://github.com/phospho-app) / [phospho](https://github.com/phospho-app/phospho)                                   |   384 |
+| <img class="avatar mr-2" src="https://avatars.githubusercontent.com/u/178644984?s=40&v=4" width="20" height="20" alt=""> &nbsp; [sentient-engineering](https://github.com/sentient-engineering) / [agent-q](https://github.com/sentient-engineering/agent-q)        |   370 |
+| <img class="avatar mr-2" src="https://avatars.githubusercontent.com/u/168552753?s=40&v=4" width="20" height="20" alt=""> &nbsp; [sql-agi](https://github.com/sql-agi) / [DB-GPT](https://github.com/sql-agi/DB-GPT)                                                 |   324 |
+| <img class="avatar mr-2" src="https://avatars.githubusercontent.com/u/60330232?s=40&v=4" width="20" height="20" alt=""> &nbsp; [PostHog](https://github.com/PostHog) / [posthog-foss](https://github.com/PostHog/posthog-foss)                                      |   305 |
+| <img class="avatar mr-2" src="https://avatars.githubusercontent.com/u/154247157?s=40&v=4" width="20" height="20" alt=""> &nbsp; [vespperhq](https://github.com/vespperhq) / [vespper](https://github.com/vespperhq/vespper)                                         |   304 |
+| <img class="avatar mr-2" src="https://avatars.githubusercontent.com/u/185116535?s=40&v=4" width="20" height="20" alt=""> &nbsp; [block](https://github.com/block) / [goose](https://github.com/block/goose)                                                         |   295 |
+| <img class="avatar mr-2" src="https://avatars.githubusercontent.com/u/609489?s=40&v=4" width="20" height="20" alt=""> &nbsp; [aorwall](https://github.com/aorwall) / [moatless-tools](https://github.com/aorwall/moatless-tools)                                    |   291 |
+| <img class="avatar mr-2" src="https://avatars.githubusercontent.com/u/2357342?s=40&v=4" width="20" height="20" alt=""> &nbsp; [dmayboroda](https://github.com/dmayboroda) / [minima](https://github.com/dmayboroda/minima)                                          |   221 |
+| <img class="avatar mr-2" src="https://avatars.githubusercontent.com/u/66303003?s=40&v=4" width="20" height="20" alt=""> &nbsp; [RobotecAI](https://github.com/RobotecAI) / [rai](https://github.com/RobotecAI/rai)                                                  |   172 |
+| <img class="avatar mr-2" src="https://avatars.githubusercontent.com/u/148684274?s=40&v=4" width="20" height="20" alt=""> &nbsp; [i-am-alice](https://github.com/i-am-alice) / [3rd-devs](https://github.com/i-am-alice/3rd-devs)                                    |   148 |
+| <img class="avatar mr-2" src="https://avatars.githubusercontent.com/u/171735272?s=40&v=4" width="20" height="20" alt=""> &nbsp; [8090-inc](https://github.com/8090-inc) / [xrx-sample-apps](https://github.com/8090-inc/xrx-sample-apps)                            |   138 |
+| <img class="avatar mr-2" src="https://avatars.githubusercontent.com/u/104478511?s=40&v=4" width="20" height="20" alt=""> &nbsp; [babelcloud](https://github.com/babelcloud) / [LLM-RGB](https://github.com/babelcloud/LLM-RGB)                                      |   135 |
+| <img class="avatar mr-2" src="https://avatars.githubusercontent.com/u/15125613?s=40&v=4" width="20" height="20" alt=""> &nbsp; [souzatharsis](https://github.com/souzatharsis) / [tamingLLMs](https://github.com/souzatharsis/tamingLLMs)                           |   129 |
+| <img class="avatar mr-2" src="https://avatars.githubusercontent.com/u/169401942?s=40&v=4" width="20" height="20" alt=""> &nbsp; [LibreChat-AI](https://github.com/LibreChat-AI) / [librechat.ai](https://github.com/LibreChat-AI/librechat.ai)                      |   128 |
+| <img class="avatar mr-2" src="https://avatars.githubusercontent.com/u/51827949?s=40&v=4" width="20" height="20" alt=""> &nbsp; [deepset-ai](https://github.com/deepset-ai) / [haystack-core-integrations](https://github.com/deepset-ai/haystack-core-integrations) |   126 |

docker-compose.build.yml

@@ -1,36 +1,53 @@
-version: "3.5"
-
 services:
-  server:
+  langfuse-web:
     build:
       dockerfile: ./web/Dockerfile
       context: .
       args:
         - NEXT_PUBLIC_LANGFUSE_CLOUD_REGION=${NEXT_PUBLIC_LANGFUSE_CLOUD_REGION}
-    depends_on:
-      - db
-      - redis
+    depends_on: &langfuse-depends-on
+      postgres:
+        condition: service_healthy
+      minio:
+        condition: service_healthy
+      redis:
+        condition: service_healthy
+      clickhouse:
+        condition: service_healthy
     ports:
       - "3000:3000"
-    environment:
-      - DATABASE_URL=postgresql://postgres:postgres@db:5432/postgres
-      - NEXTAUTH_SECRET=mysecret
-      - SALT=mysalt
-      - ENCRYPTION_KEY=0000000000000000000000000000000000000000000000000000000000000000 # generate via `openssl rand -hex 32`
-      - NEXTAUTH_URL=http://localhost:3000
-      - TELEMETRY_ENABLED=${TELEMETRY_ENABLED:-true}
-      - LANGFUSE_ENABLE_EXPERIMENTAL_FEATURES=${LANGFUSE_ENABLE_EXPERIMENTAL_FEATURES:-false}
-      - LANGFUSE_WORKER_HOST=${LANGFUSE_WORKER_HOST:-worker}
-      - LANGFUSE_WORKER_PASSWORD=${LANGFUSE_WORKER_PASSWORD:-mybasicauthsecret}
-      - LANGFUSE_INIT_ORG_ID=${LANGFUSE_INIT_ORG_ID:-}
-      - LANGFUSE_INIT_ORG_NAME=${LANGFUSE_INIT_ORG_NAME:-}
-      - LANGFUSE_INIT_PROJECT_ID=${LANGFUSE_INIT_PROJECT_ID:-}
-      - LANGFUSE_INIT_PROJECT_NAME=${LANGFUSE_INIT_PROJECT_NAME:-}
-      - LANGFUSE_INIT_PROJECT_PUBLIC_KEY=${LANGFUSE_INIT_PROJECT_PUBLIC_KEY:-}
-      - LANGFUSE_INIT_PROJECT_SECRET_KEY=${LANGFUSE_INIT_PROJECT_SECRET_KEY:-}
-      - LANGFUSE_INIT_USER_EMAIL=${LANGFUSE_INIT_USER_EMAIL:-}
-      - LANGFUSE_INIT_USER_NAME=${LANGFUSE_INIT_USER_NAME:-}
-      - LANGFUSE_INIT_USER_PASSWORD=${LANGFUSE_INIT_USER_PASSWORD:-}
+    environment: &langfuse-web-env
+      DATABASE_URL: postgresql://postgres:postgres@postgres:5432/postgres
+      NEXTAUTH_SECRET: mysecret
+      SALT: mysalt
+      ENCRYPTION_KEY: "0000000000000000000000000000000000000000000000000000000000000000" # generate via `openssl rand -hex 32`
+      NEXTAUTH_URL: http://localhost:3000
+      TELEMETRY_ENABLED: ${TELEMETRY_ENABLED:-true}
+      LANGFUSE_ENABLE_EXPERIMENTAL_FEATURES: ${LANGFUSE_ENABLE_EXPERIMENTAL_FEATURES:-false}
+      LANGFUSE_INIT_ORG_ID: ${LANGFUSE_INIT_ORG_ID:-}
+      LANGFUSE_INIT_ORG_NAME: ${LANGFUSE_INIT_ORG_NAME:-}
+      LANGFUSE_INIT_PROJECT_ID: ${LANGFUSE_INIT_PROJECT_ID:-}
+      LANGFUSE_INIT_PROJECT_NAME: ${LANGFUSE_INIT_PROJECT_NAME:-}
+      LANGFUSE_INIT_PROJECT_PUBLIC_KEY: ${LANGFUSE_INIT_PROJECT_PUBLIC_KEY:-}
+      LANGFUSE_INIT_PROJECT_SECRET_KEY: ${LANGFUSE_INIT_PROJECT_SECRET_KEY:-}
+      LANGFUSE_INIT_USER_EMAIL: ${LANGFUSE_INIT_USER_EMAIL:-}
+      LANGFUSE_INIT_USER_NAME: ${LANGFUSE_INIT_USER_NAME:-}
+      LANGFUSE_INIT_USER_PASSWORD: ${LANGFUSE_INIT_USER_PASSWORD:-}
+      CLICKHOUSE_MIGRATION_URL: ${CLICKHOUSE_MIGRATION_URL:-clickhouse://clickhouse:9000}
+      CLICKHOUSE_URL: ${CLICKHOUSE_URL:-http://clickhouse:8123}
+      CLICKHOUSE_USER: ${CLICKHOUSE_USER:-clickhouse}
+      CLICKHOUSE_PASSWORD: ${CLICKHOUSE_PASSWORD:-clickhouse}
+      CLICKHOUSE_CLUSTER_ENABLED: ${CLICKHOUSE_CLUSTER_ENABLED:-false}
+      LANGFUSE_S3_EVENT_UPLOAD_BUCKET: ${LANGFUSE_S3_EVENT_UPLOAD_BUCKET:-langfuse}
+      LANGFUSE_S3_EVENT_UPLOAD_REGION: ${LANGFUSE_S3_EVENT_UPLOAD_REGION:-us-east-1}
+      LANGFUSE_S3_EVENT_UPLOAD_ACCESS_KEY_ID: ${LANGFUSE_S3_EVENT_UPLOAD_ACCESS_KEY_ID:-minio}
+      LANGFUSE_S3_EVENT_UPLOAD_SECRET_ACCESS_KEY: ${LANGFUSE_S3_EVENT_UPLOAD_SECRET_ACCESS_KEY:-miniosecret}
+      LANGFUSE_S3_EVENT_UPLOAD_ENDPOINT: ${LANGFUSE_S3_EVENT_UPLOAD_ENDPOINT:-http://minio:9000}
+      LANGFUSE_S3_EVENT_UPLOAD_FORCE_PATH_STYLE: ${LANGFUSE_S3_EVENT_UPLOAD_FORCE_PATH_STYLE:-true}
+      LANGFUSE_S3_EVENT_UPLOAD_PREFIX: ${LANGFUSE_S3_EVENT_UPLOAD_PREFIX:-events/}
+      REDIS_HOST: ${REDIS_HOST:-redis}
+      REDIS_PORT: ${REDIS_PORT:-6379}
+      REDIS_AUTH: ${REDIS_AUTH:-myredissecret}
     restart: always
     healthcheck:
       test: ["CMD", "curl", "-f", "http://localhost:3000/api/public/health"]
@@ -38,27 +55,17 @@ services:
       timeout: 10s
       retries: 3
 
-  worker:
+  langfuse-worker:
     build:
       dockerfile: ./worker/Dockerfile
       context: .
       args:
         - NEXT_PUBLIC_LANGFUSE_CLOUD_REGION=${NEXT_PUBLIC_LANGFUSE_CLOUD_REGION}
-    depends_on:
-      - db
-      - redis
+    depends_on: *langfuse-depends-on
     ports:
       - "3030:3030"
     environment:
-      - DATABASE_URL=postgresql://postgres:postgres@db:5432/postgres
-      - NEXTAUTH_SECRET=mysecret
-      - TELEMETRY_ENABLED=${TELEMETRY_ENABLED:-true}
-      - LANGFUSE_ENABLE_EXPERIMENTAL_FEATURES=${LANGFUSE_ENABLE_EXPERIMENTAL_FEATURES:-false}
-      - PORT=${PORT:-3030}
-      - REDIS_HOST=${REDIS_HOST:-redis}
-      - REDIS_PORT=${REDIS_PORT:-6379}
-      - REDIS_AUTH=${REDIS_AUTH:-myredissecret}
-      - LANGFUSE_WORKER_PASSWORD=${LANGFUSE_WORKER_PASSWORD:-mybasicauthsecret}
+      <<: *langfuse-web-env
     restart: always
     healthcheck:
       test: ["CMD", "curl", "-f", "http://localhost:3030/api/health"]
@@ -66,26 +73,85 @@ services:
       timeout: 10s
       retries: 3
 
+  clickhouse:
+    image: clickhouse/clickhouse-server
+    user: "101:101"
+    container_name: clickhouse
+    hostname: clickhouse
+    environment:
+      CLICKHOUSE_DB: default
+      CLICKHOUSE_USER: clickhouse
+      CLICKHOUSE_PASSWORD: clickhouse
+    volumes:
+      - langfuse_clickhouse_data:/var/lib/clickhouse
+      - langfuse_clickhouse_logs:/var/log/clickhouse-server
+    ports:
+      - "8123:8123"
+      - "9000:9000"
+    healthcheck:
+      test: wget --no-verbose --tries=1 --spider http://localhost:8123/ping || exit 1
+      interval: 5s
+      timeout: 5s
+      retries: 10
+      start_period: 1s
+
+  minio:
+    image: minio/minio
+    container_name: minio
+    entrypoint: sh
+    # create the 'langfuse' bucket before starting the service
+    command: -c 'mkdir -p /data/langfuse && minio server --address ":9000" --console-address ":9001" /data'
+    environment:
+      MINIO_ROOT_USER: minio
+      MINIO_ROOT_PASSWORD: miniosecret
+    ports:
+      - "9090:9000"
+      - "9091:9001"
+    volumes:
+      - langfuse_minio_data:/data
+    healthcheck:
+      test: ["CMD", "mc", "ready", "local"]
+      interval: 1s
+      timeout: 5s
+      retries: 5
+      start_period: 1s
+
   redis:
-    image: redis:7.2.4
+    image: redis:7
+    restart: always
     command: >
       --requirepass ${REDIS_AUTH:-myredissecret}
-    restart: always
     ports:
       - 6379:6379
+    healthcheck:
+      test: ["CMD", "redis-cli", "ping"]
+      interval: 3s
+      timeout: 10s
+      retries: 10
 
-  db:
-    image: postgres
+  postgres:
+    image: postgres:${POSTGRES_VERSION:-latest}
     restart: always
+    healthcheck:
+      test: ["CMD-SHELL", "pg_isready -U postgres"]
+      interval: 3s
+      timeout: 3s
+      retries: 10
     environment:
-      - POSTGRES_USER=postgres
-      - POSTGRES_PASSWORD=postgres
-      - POSTGRES_DB=postgres
+      POSTGRES_USER: postgres
+      POSTGRES_PASSWORD: postgres
+      POSTGRES_DB: postgres
     ports:
       - 5432:5432
     volumes:
-      - database_data:/var/lib/postgresql/data
+      - langfuse_postgres_data:/var/lib/postgresql/data
 
 volumes:
-  database_data:
+  langfuse_postgres_data:
+    driver: local
+  langfuse_clickhouse_data:
+    driver: local
+  langfuse_clickhouse_logs:
+    driver: local
+  langfuse_minio_data:
     driver: local

docker-compose.dev-azure.yml

@@ -0,0 +1,63 @@
+services:
+  clickhouse:
+    image: clickhouse/clickhouse-server
+    user: "101:101"
+    container_name: clickhouse
+    hostname: clickhouse
+    environment:
+      CLICKHOUSE_DB: default
+      CLICKHOUSE_USER: clickhouse
+      CLICKHOUSE_PASSWORD: clickhouse
+    volumes:
+      - langfuse_clickhouse_data:/var/lib/clickhouse
+      - langfuse_clickhouse_logs:/var/log/clickhouse-server
+    ports:
+      - "8123:8123"
+      - "9000:9000"
+    depends_on:
+      - postgres
+
+  azurite:
+    image: mcr.microsoft.com/azure-storage/azurite
+    container_name: azurite
+    command: azurite-blob --blobHost 0.0.0.0
+    ports:
+      - "10000:10000"
+    volumes:
+      - langfuse_azurite_data:/data
+
+  redis:
+    image: redis:7.2.4
+    restart: always
+    command: >
+      --requirepass ${REDIS_AUTH:-myredissecret}
+    ports:
+      - 6379:6379
+
+  postgres:
+    image: postgres:${POSTGRES_VERSION:-latest}
+    restart: always
+    healthcheck:
+      test: ["CMD-SHELL", "pg_isready -U postgres"]
+      interval: 3s
+      timeout: 3s
+      retries: 10
+    command: ["postgres", "-c", "log_statement=all"]
+    environment:
+      - POSTGRES_USER=postgres
+      - POSTGRES_PASSWORD=postgres
+      - POSTGRES_DB=postgres
+    ports:
+      - 5432:5432
+    volumes:
+      - langfuse_postgres_data:/var/lib/postgresql/data
+
+volumes:
+  langfuse_postgres_data:
+    driver: local
+  langfuse_clickhouse_data:
+    driver: local
+  langfuse_clickhouse_logs:
+    driver: local
+  langfuse_azurite_data:
+    driver: local

docker-compose.dev.yml

@@ -20,7 +20,9 @@ services:
   minio:
     image: minio/minio
     container_name: minio
-    command: server /data --console-address ":9001"
+    entrypoint: sh
+    # create the 'langfuse' bucket before starting the service
+    command: -c 'mkdir -p /data/langfuse && minio server --address ":9000" --console-address ":9001" /data'
     environment:
       MINIO_ACCESS_KEY: minio
       MINIO_SECRET_KEY: miniosecret
@@ -31,23 +33,10 @@ services:
       - langfuse_minio_data:/data
     healthcheck:
       test: ["CMD", "mc", "ready", "local"]
-      interval: 10s
+      interval: 1s
       timeout: 5s
       retries: 5
-      start_period: 5s
-
-  miniocreatebucket:
-    image: minio/mc
-    container_name: miniocreatebucket
-    entrypoint: ["/bin/sh", "-c"]
-    command: >
-      "mc alias set minio http://minio:9000 minio miniosecret && 
-       mc rm -r --force minio/mybucket || true &&
-       mc mb minio/mybucket && 
-       mc policy set download minio/mybucket"
-    depends_on:
-      minio:
-        condition: service_healthy
+      start_period: 1s
 
   redis:
     image: redis:7.2.4
@@ -60,6 +49,11 @@ services:
   postgres:
     image: postgres:${POSTGRES_VERSION:-latest}
     restart: always
+    healthcheck:
+      test: ["CMD-SHELL", "pg_isready -U postgres"]
+      interval: 3s
+      timeout: 3s
+      retries: 10
     command: ["postgres", "-c", "log_statement=all"]
     environment:
       - POSTGRES_USER=postgres

docker-compose.yml

@@ -1,31 +1,131 @@
 services:
-  langfuse-server:
-    image: langfuse/langfuse:2
-    depends_on:
-      db:
+  langfuse-worker:
+    image: langfuse/langfuse-worker:3
+    restart: always
+    depends_on: &langfuse-depends-on
+      postgres:
         condition: service_healthy
+      minio:
+        condition: service_healthy
+      redis:
+        condition: service_healthy
+      clickhouse:
+        condition: service_healthy
+    ports:
+      - "3030:3030"
+    environment: &langfuse-worker-env
+      DATABASE_URL: postgresql://postgres:postgres@postgres:5432/postgres
+      SALT: "mysalt"
+      ENCRYPTION_KEY: "0000000000000000000000000000000000000000000000000000000000000000" # generate via `openssl rand -hex 32`
+      TELEMETRY_ENABLED: ${TELEMETRY_ENABLED:-true}
+      LANGFUSE_ENABLE_EXPERIMENTAL_FEATURES: ${LANGFUSE_ENABLE_EXPERIMENTAL_FEATURES:-true}
+      CLICKHOUSE_MIGRATION_URL: ${CLICKHOUSE_MIGRATION_URL:-clickhouse://clickhouse:9000}
+      CLICKHOUSE_URL: ${CLICKHOUSE_URL:-http://clickhouse:8123}
+      CLICKHOUSE_USER: ${CLICKHOUSE_USER:-clickhouse}
+      CLICKHOUSE_PASSWORD: ${CLICKHOUSE_PASSWORD:-clickhouse}
+      CLICKHOUSE_CLUSTER_ENABLED: ${CLICKHOUSE_CLUSTER_ENABLED:-false}
+      LANGFUSE_S3_EVENT_UPLOAD_BUCKET: ${LANGFUSE_S3_EVENT_UPLOAD_BUCKET:-langfuse}
+      LANGFUSE_S3_EVENT_UPLOAD_REGION: ${LANGFUSE_S3_EVENT_UPLOAD_REGION:-auto}
+      LANGFUSE_S3_EVENT_UPLOAD_ACCESS_KEY_ID: ${LANGFUSE_S3_EVENT_UPLOAD_ACCESS_KEY_ID:-minio}
+      LANGFUSE_S3_EVENT_UPLOAD_SECRET_ACCESS_KEY: ${LANGFUSE_S3_EVENT_UPLOAD_SECRET_ACCESS_KEY:-miniosecret}
+      LANGFUSE_S3_EVENT_UPLOAD_ENDPOINT: ${LANGFUSE_S3_EVENT_UPLOAD_ENDPOINT:-http://minio:9000}
+      LANGFUSE_S3_EVENT_UPLOAD_FORCE_PATH_STYLE: ${LANGFUSE_S3_EVENT_UPLOAD_FORCE_PATH_STYLE:-true}
+      LANGFUSE_S3_EVENT_UPLOAD_PREFIX: ${LANGFUSE_S3_EVENT_UPLOAD_PREFIX:-events/}
+      LANGFUSE_S3_MEDIA_UPLOAD_BUCKET: ${LANGFUSE_S3_MEDIA_UPLOAD_BUCKET:-langfuse}
+      LANGFUSE_S3_MEDIA_UPLOAD_REGION: ${LANGFUSE_S3_MEDIA_UPLOAD_REGION:-auto}
+      LANGFUSE_S3_MEDIA_UPLOAD_ACCESS_KEY_ID: ${LANGFUSE_S3_MEDIA_UPLOAD_ACCESS_KEY_ID:-minio}
+      LANGFUSE_S3_MEDIA_UPLOAD_SECRET_ACCESS_KEY: ${LANGFUSE_S3_MEDIA_UPLOAD_SECRET_ACCESS_KEY:-miniosecret}
+      LANGFUSE_S3_MEDIA_UPLOAD_ENDPOINT: ${LANGFUSE_S3_MEDIA_UPLOAD_ENDPOINT:-http://minio:9000}
+      LANGFUSE_S3_MEDIA_UPLOAD_FORCE_PATH_STYLE: ${LANGFUSE_S3_MEDIA_UPLOAD_FORCE_PATH_STYLE:-true}
+      LANGFUSE_S3_MEDIA_UPLOAD_PREFIX: ${LANGFUSE_S3_MEDIA_UPLOAD_PREFIX:-media/}
+      REDIS_HOST: ${REDIS_HOST:-redis}
+      REDIS_PORT: ${REDIS_PORT:-6379}
+      REDIS_AUTH: ${REDIS_AUTH:-myredissecret}
+
+  langfuse-web:
+    image: langfuse/langfuse:3
+    restart: always
+    depends_on: *langfuse-depends-on
     ports:
       - "3000:3000"
     environment:
-      - DATABASE_URL=postgresql://postgres:postgres@db:5432/postgres
-      - NEXTAUTH_SECRET=mysecret
-      - SALT=mysalt
-      - ENCRYPTION_KEY=0000000000000000000000000000000000000000000000000000000000000000 # generate via `openssl rand -hex 32`
-      - NEXTAUTH_URL=http://localhost:3000
-      - TELEMETRY_ENABLED=${TELEMETRY_ENABLED:-true}
-      - LANGFUSE_ENABLE_EXPERIMENTAL_FEATURES=${LANGFUSE_ENABLE_EXPERIMENTAL_FEATURES:-false}
-      - LANGFUSE_INIT_ORG_ID=${LANGFUSE_INIT_ORG_ID:-}
-      - LANGFUSE_INIT_ORG_NAME=${LANGFUSE_INIT_ORG_NAME:-}
-      - LANGFUSE_INIT_PROJECT_ID=${LANGFUSE_INIT_PROJECT_ID:-}
-      - LANGFUSE_INIT_PROJECT_NAME=${LANGFUSE_INIT_PROJECT_NAME:-}
-      - LANGFUSE_INIT_PROJECT_PUBLIC_KEY=${LANGFUSE_INIT_PROJECT_PUBLIC_KEY:-}
-      - LANGFUSE_INIT_PROJECT_SECRET_KEY=${LANGFUSE_INIT_PROJECT_SECRET_KEY:-}
-      - LANGFUSE_INIT_USER_EMAIL=${LANGFUSE_INIT_USER_EMAIL:-}
-      - LANGFUSE_INIT_USER_NAME=${LANGFUSE_INIT_USER_NAME:-}
-      - LANGFUSE_INIT_USER_PASSWORD=${LANGFUSE_INIT_USER_PASSWORD:-}
+      <<: *langfuse-worker-env
+      NEXTAUTH_URL: http://localhost:3000
+      NEXTAUTH_SECRET: mysecret
+      LANGFUSE_INIT_ORG_ID: ${LANGFUSE_INIT_ORG_ID:-}
+      LANGFUSE_INIT_ORG_NAME: ${LANGFUSE_INIT_ORG_NAME:-}
+      LANGFUSE_INIT_PROJECT_ID: ${LANGFUSE_INIT_PROJECT_ID:-}
+      LANGFUSE_INIT_PROJECT_NAME: ${LANGFUSE_INIT_PROJECT_NAME:-}
+      LANGFUSE_INIT_PROJECT_PUBLIC_KEY: ${LANGFUSE_INIT_PROJECT_PUBLIC_KEY:-}
+      LANGFUSE_INIT_PROJECT_SECRET_KEY: ${LANGFUSE_INIT_PROJECT_SECRET_KEY:-}
+      LANGFUSE_INIT_USER_EMAIL: ${LANGFUSE_INIT_USER_EMAIL:-}
+      LANGFUSE_INIT_USER_NAME: ${LANGFUSE_INIT_USER_NAME:-}
+      LANGFUSE_INIT_USER_PASSWORD: ${LANGFUSE_INIT_USER_PASSWORD:-}
+      LANGFUSE_SDK_CI_SYNC_PROCESSING_ENABLED: ${LANGFUSE_SDK_CI_SYNC_PROCESSING_ENABLED:-false}
+      LANGFUSE_READ_FROM_POSTGRES_ONLY: ${LANGFUSE_READ_FROM_POSTGRES_ONLY:-false}
+      LANGFUSE_READ_FROM_CLICKHOUSE_ONLY: ${LANGFUSE_READ_FROM_CLICKHOUSE_ONLY:-true}
+      LANGFUSE_RETURN_FROM_CLICKHOUSE: ${LANGFUSE_RETURN_FROM_CLICKHOUSE:-true}
 
-  db:
-    image: postgres
+  clickhouse:
+    image: clickhouse/clickhouse-server
+    restart: always
+    user: "101:101"
+    container_name: clickhouse
+    hostname: clickhouse
+    environment:
+      CLICKHOUSE_DB: default
+      CLICKHOUSE_USER: clickhouse
+      CLICKHOUSE_PASSWORD: clickhouse
+    volumes:
+      - langfuse_clickhouse_data:/var/lib/clickhouse
+      - langfuse_clickhouse_logs:/var/log/clickhouse-server
+    ports:
+      - "8123:8123"
+      - "9000:9000"
+    healthcheck:
+      test: wget --no-verbose --tries=1 --spider http://localhost:8123/ping || exit 1
+      interval: 5s
+      timeout: 5s
+      retries: 10
+      start_period: 1s
+
+  minio:
+    image: minio/minio
+    restart: always
+    container_name: minio
+    entrypoint: sh
+    # create the 'langfuse' bucket before starting the service
+    command: -c 'mkdir -p /data/langfuse && minio server --address ":9000" --console-address ":9001" /data'
+    environment:
+      MINIO_ROOT_USER: minio
+      MINIO_ROOT_PASSWORD: miniosecret
+    ports:
+      - "9090:9000"
+      - "9091:9001"
+    volumes:
+      - langfuse_minio_data:/data
+    healthcheck:
+      test: ["CMD", "mc", "ready", "local"]
+      interval: 1s
+      timeout: 5s
+      retries: 5
+      start_period: 1s
+
+  redis:
+    image: redis:7
+    restart: always
+    command: >
+      --requirepass ${REDIS_AUTH:-myredissecret}
+    ports:
+      - 6379:6379
+    healthcheck:
+      test: ["CMD", "redis-cli", "ping"]
+      interval: 3s
+      timeout: 10s
+      retries: 10
+
+  postgres:
+    image: postgres:${POSTGRES_VERSION:-latest}
     restart: always
     healthcheck:
       test: ["CMD-SHELL", "pg_isready -U postgres"]
@@ -33,14 +133,20 @@ services:
       timeout: 3s
       retries: 10
     environment:
-      - POSTGRES_USER=postgres
-      - POSTGRES_PASSWORD=postgres
-      - POSTGRES_DB=postgres
+      POSTGRES_USER: postgres
+      POSTGRES_PASSWORD: postgres
+      POSTGRES_DB: postgres
     ports:
       - 5432:5432
     volumes:
-      - database_data:/var/lib/postgresql/data
+      - langfuse_postgres_data:/var/lib/postgresql/data
 
 volumes:
-  database_data:
+  langfuse_postgres_data:
+    driver: local
+  langfuse_clickhouse_data:
+    driver: local
+  langfuse_clickhouse_logs:
+    driver: local
+  langfuse_minio_data:
     driver: local

ee/package.json

@@ -27,8 +27,8 @@
     "@langfuse/shared": "workspace:*",
     "@opentelemetry/api": ">=1.0.0 <1.10.0",
     "axios": "^1.7.7",
-    "next": "^14.2.15",
-    "next-auth": "^4.24.7",
+    "next": "^14.2.21",
+    "next-auth": "^4.24.11",
     "zod": "^3.23.8"
   },
   "devDependencies": {
@@ -44,5 +44,10 @@
     "ts-node": "^10.9.2",
     "tsc-watch": "^6.2.0",
     "typescript": "^5.4.5"
+  },
+  "pnpm": {
+    "overrides": {
+      "jsonpath-plus": "10.0.7"
+    }
   }
 }

ee/prettierrc.json

@@ -1,4 +0,0 @@
-{
-  "trailingComma": "es5",
-  "printWidth": 120
-}

ee/src/env.ts

@@ -1,12 +1,9 @@
 import { z } from "zod";
-import { env as sharedEnv, removeEmptyEnvVariables } from "@langfuse/shared";
+import { removeEmptyEnvVariables } from "@langfuse/shared";
 
 const EnvSchema = z.object({
   NEXT_PUBLIC_LANGFUSE_CLOUD_REGION: z.string().optional(),
   LANGFUSE_EE_LICENSE_KEY: z.string().optional(),
 });
 
-export const env = {
-  ...sharedEnv,
-  ...EnvSchema.parse(removeEmptyEnvVariables(process.env)),
-};
+export const env = EnvSchema.parse(removeEmptyEnvVariables(process.env));

fern/apis/server/definition/comments.yml

@@ -0,0 +1,73 @@
+# yaml-language-server: $schema=https://raw.githubusercontent.com/fern-api/fern/main/fern.schema.json
+imports:
+  pagination: ./utils/pagination.yml
+  commons: ./commons.yml
+service:
+  auth: true
+  base-path: /api/public
+  endpoints:
+    create:
+      docs: Create a comment. Comments may be attached to different object types (trace, observation, session, prompt).
+      method: POST
+      path: /comments
+      request: CreateCommentRequest
+      response: CreateCommentResponse
+    get:
+      docs: Get all comments
+      method: GET
+      path: /comments
+      request:
+        name: GetCommentsRequest
+        query-parameters:
+          page:
+            type: optional<integer>
+            docs: Page number, starts at 1.
+          limit:
+            type: optional<integer>
+            docs: Limit of items per page. If you encounter api issues due to too large page sizes, try to reduce the limit
+          objectType:
+            type: optional<string>
+            docs: Filter comments by object type (trace, observation, session, prompt).
+          objectId:
+            type: optional<string>
+            docs: Filter comments by object id. If objectType is not provided, an error will be thrown.
+          authorUserId:
+            type: optional<string>
+            docs: Filter comments by author user id.
+      response: GetCommentsResponse
+    get-by-id:
+      docs: Get a comment by id
+      method: GET
+      path: /comments/{commentId}
+      path-parameters:
+        commentId:
+          type: string
+          docs: The unique langfuse identifier of a comment
+      response: commons.Comment
+types:
+  CreateCommentRequest:
+    properties:
+      projectId:
+        type: string
+        docs: The id of the project to attach the comment to.
+      objectType:
+        type: string
+        docs: The type of the object to attach the comment to (trace, observation, session, prompt).
+      objectId:
+        type: string
+        docs: The id of the object to attach the comment to. If this does not reference a valid existing object, an error will be thrown.
+      content:
+        type: string
+        docs: The content of the comment. May include markdown. Currently limited to 3000 characters.
+      authorUserId:
+        type: optional<string>
+        docs: The id of the user who created the comment.
+  CreateCommentResponse:
+    properties:
+      id:
+        type: string
+        docs: The id of the created object in Langfuse
+  GetCommentsResponse:
+    properties:
+      data: list<commons.Comment>
+      meta: pagination.MetaResponse

fern/apis/server/definition/commons.yml

@@ -126,7 +126,7 @@ types:
         docs: The output data of the observation
       usage:
         type: optional<Usage>
-        docs: The usage data of the observation
+        docs: (Deprecated. Use usageDetails and costDetails instead.) The usage data of the observation
       level:
         type: ObservationLevel
         docs: The level of the observation
@@ -139,6 +139,12 @@ types:
       promptId:
         type: optional<string>
         docs: The prompt ID associated with the observation
+      usageDetails:
+        type: optional<map<string, integer>>
+        docs: The usage details of the observation. Key is the name of the usage metric, value is the number of units consumed. The total key is the sum of all (non-total) usage metrics or the total value ingested.
+      costDetails:
+        type: optional<map<string, double>>
+        docs: The cost details of the observation. Key is the name of the cost metric, value is the cost in USD. The total key is the sum of all (non-total) cost metrics or the total value ingested.
 
   ObservationsView:
     extends: Observation
@@ -163,13 +169,13 @@ types:
         docs: The total price in USD.
       calculatedInputCost:
         type: optional<double>
-        docs: The calculated cost of the input in USD
+        docs: (Deprecated. Use usageDetails and costDetails instead.) The calculated cost of the input in USD
       calculatedOutputCost:
         type: optional<double>
-        docs: The calculated cost of the output in USD
+        docs: (Deprecated. Use usageDetails and costDetails instead.) The calculated cost of the output in USD
       calculatedTotalCost:
         type: optional<double>
-        docs: The calculated total cost in USD
+        docs: (Deprecated. Use usageDetails and costDetails instead.) The calculated total cost in USD
       latency:
         type: optional<double>
         docs: The latency in seconds.
@@ -178,7 +184,7 @@ types:
         docs: The time to the first token in seconds
 
   Usage:
-    docs: Standard interface for usage and cost
+    docs: (Deprecated. Use usageDetails and costDetails instead.) Standard interface for usage and cost
     properties:
       input:
         docs: Number of input units (e.g. tokens)
@@ -240,6 +246,9 @@ types:
       configId:
         type: optional<string>
         docs: Reference a score config on a score. When set, config and score name must be equal and value must comply to optionally defined numerical range
+      queueId:
+        type: optional<string>
+        docs: Reference an annotation queue on a score. Populated if the score was initially created in an annotation queue.
   NumericScore:
     extends: BaseScore
     properties:
@@ -283,6 +292,18 @@ types:
       - double
       - string
     docs: The value of the score. Must be passed as string for categorical scores, and numeric for boolean and numeric scores
+
+  Comment:
+    properties:
+      id: string
+      projectId: string
+      createdAt: datetime
+      updatedAt: datetime
+      objectType: CommentObjectType
+      objectId: string
+      content: string
+      authorUserId: optional<string>
+
   Dataset:
     properties:
       id: string
@@ -402,6 +423,12 @@ types:
       - optional<integer>
       - optional<boolean>
       - optional<list<string>>
+  CommentObjectType:
+    enum:
+      - TRACE
+      - OBSERVATION
+      - SESSION
+      - PROMPT
   DatasetStatus:
     enum:
       - ACTIVE

fern/apis/server/definition/ingestion.yml

@@ -11,6 +11,7 @@ service:
         Batched ingestion for Langfuse Tracing. If you want to use tracing via the API, such as to build your own Langfuse client implementation, this is the only API route you need to implement.
 
         Notes:
+        - Introduction to data model: https://langfuse.com/docs/tracing-data-model
         - Batch sizes are limited to 3.5 MB in total. You need to adjust the number of events per batch accordingly.
         - The API does not return a 4xx status code for input errors. Instead, it responds with a 207 status code, which includes a list of the encountered errors.
       method: POST
@@ -126,6 +127,8 @@ types:
       model: optional<string>
       modelParameters: optional<map<string, commons.MapValue>>
       usage: optional<IngestionUsage>
+      usageDetails: optional<UsageDetails>
+      costDetails: optional<map<string, float>>
       promptName: optional<string>
       promptVersion: optional<integer>
 
@@ -137,6 +140,8 @@ types:
       modelParameters: optional<map<string, commons.MapValue>>
       usage: optional<IngestionUsage>
       promptName: optional<string>
+      usageDetails: optional<UsageDetails>
+      costDetails: optional<map<string, float>>
       promptVersion: optional<integer>
 
   ObservationBody:
@@ -312,3 +317,17 @@ types:
     properties:
       successes: list<IngestionSuccess>
       errors: list<IngestionError>
+
+  OpenAIUsageSchema:
+    properties:
+      prompt_tokens: integer
+      completion_tokens: integer
+      total_tokens: integer
+      prompt_tokens_details: optional<map<string, integer>>
+      completion_tokens_details: optional<map<string, integer>>
+
+  UsageDetails:
+    discriminated: false
+    union:
+      - map<string, integer>
+      - OpenAIUsageSchema

fern/apis/server/definition/media.yml

@@ -0,0 +1,161 @@
+# yaml-language-server: $schema=https://raw.githubusercontent.com/fern-api/fern/main/fern.schema.json
+imports:
+  commons: ./commons.yml
+
+service:
+  auth: true
+  base-path: /api/public
+  endpoints:
+    get:
+      docs: Get a media record
+      method: GET
+      path: /media/{mediaId}
+      path-parameters:
+        mediaId:
+          type: string
+          docs: The unique langfuse identifier of a media record
+      response: GetMediaResponse
+
+    patch:
+      docs: Patch a media record
+      method: PATCH
+      path: /media/{mediaId}
+      path-parameters:
+        mediaId:
+          type: string
+          docs: The unique langfuse identifier of a media record
+      request: PatchMediaBody
+
+    getUploadUrl:
+      docs: Get a presigned upload URL for a media record
+      method: POST
+      path: /media
+      request: GetMediaUploadUrlRequest
+      response: GetMediaUploadUrlResponse
+
+types:
+  GetMediaResponse:
+    properties:
+      mediaId:
+        type: string
+        docs: The unique langfuse identifier of a media record
+      contentType:
+        type: string
+        docs: The MIME type of the media record
+      contentLength:
+        type: integer
+        docs: The size of the media record in bytes
+      uploadedAt:
+        type: datetime
+        docs: The date and time when the media record was uploaded
+      url:
+        type: string
+        docs: The download URL of the media record
+      urlExpiry:
+        type: string
+        docs: The expiry date and time of the media record download URL
+
+  PatchMediaBody:
+    properties:
+      uploadedAt:
+        type: datetime
+        docs: The date and time when the media record was uploaded
+      uploadHttpStatus:
+        type: integer
+        docs: The HTTP status code of the upload
+      uploadHttpError:
+        type: optional<string>
+        docs: The HTTP error message of the upload
+      uploadTimeMs:
+        type: optional<integer>
+        docs: The time in milliseconds it took to upload the media record
+
+  GetMediaUploadUrlRequest:
+    properties:
+      traceId:
+        type: string
+        docs: The trace ID associated with the media record
+      observationId:
+        type: optional<string>
+        docs: The observation ID associated with the media record. If the media record is associated directly with a trace, this will be null.
+      contentType: MediaContentType
+      contentLength:
+        type: integer
+        docs: The size of the media record in bytes
+      sha256Hash:
+        type: string
+        docs: The SHA-256 hash of the media record
+      field:
+        type: string
+        docs: The trace / observation field the media record is associated with. This can be one of `input`, `output`, `metadata`
+
+  GetMediaUploadUrlResponse:
+    properties:
+      uploadUrl:
+        type: optional<string>
+        docs: The presigned upload URL. If the asset is already uploaded, this will be null
+      mediaId:
+        type: string
+        docs: The unique langfuse identifier of a media record
+
+  MediaContentType:
+    enum:
+      - value: image/png
+        name: IMAGE_PNG
+      - value: image/jpeg
+        name: IMAGE_JPEG
+      - value: image/jpg
+        name: IMAGE_JPG
+      - value: image/webp
+        name: IMAGE_WEBP
+      - value: image/gif
+        name: IMAGE_GIF
+      - value: image/svg+xml
+        name: IMAGE_SVG_XML
+      - value: image/tiff
+        name: IMAGE_TIFF
+      - value: image/bmp
+        name: IMAGE_BMP
+      - value: audio/mpeg
+        name: AUDIO_MPEG
+      - value: audio/mp3
+        name: AUDIO_MP3
+      - value: audio/wav
+        name: AUDIO_WAV
+      - value: audio/ogg
+        name: AUDIO_OGG
+      - value: audio/oga
+        name: AUDIO_OGA
+      - value: audio/aac
+        name: AUDIO_AAC
+      - value: audio/mp4
+        name: AUDIO_MP4
+      - value: audio/flac
+        name: AUDIO_FLAC
+      - value: video/mp4
+        name: VIDEO_MP4
+      - value: video/webm
+        name: VIDEO_WEBM
+      - value: text/plain
+        name: TEXT_PLAIN
+      - value: text/html
+        name: TEXT_HTML
+      - value: text/css
+        name: TEXT_CSS
+      - value: text/csv
+        name: TEXT_CSV
+      - value: application/pdf
+        name: APPLICATION_PDF
+      - value: application/msword
+        name: APPLICATION_MSWORD
+      - value: application/vnd.ms-excel
+        name: APPLICATION_MS_EXCEL
+      - value: application/zip
+        name: APPLICATION_ZIP
+      - value: application/json
+        name: APPLICATION_JSON
+      - value: application/xml
+        name: APPLICATION_XML
+      - value: application/octet-stream
+        name: APPLICATION_OCTET_STREAM
+    docs: The MIME type of the media record

fern/apis/server/definition/models.yml

@@ -55,7 +55,7 @@ types:
         type: string
       startDate:
         docs: Apply only to generations which are newer than this ISO date.
-        type: optional<date>
+        type: optional<datetime>
       unit:
         docs: Unit used by this model.
         type: commons.ModelUsageUnit

fern/apis/server/definition/score.yml

@@ -52,10 +52,17 @@ service:
           configId:
             type: optional<string>
             docs: Retrieve only scores with a specific configId.
+          queueId:
+            type: optional<string>
+            docs: Retrieve only scores with a specific annotation queueId.
           dataType:
             type: optional<commons.ScoreDataType>
             docs: Retrieve only scores with a specific dataType.
-      response: Scores
+          traceTags:
+            type: optional<list<string>>
+            allow-multiple: true
+            docs: Only scores linked to traces that include all of these tags will be returned.
+      response: GetScoresResponse
     get-by-id:
       docs: Get a score
       method: GET
@@ -132,7 +139,38 @@ types:
       id:
         type: string
         docs: The id of the created object in Langfuse
-  Scores:
+  GetScoresResponseTraceData:
     properties:
-      data: list<commons.Score>
+      userId:
+        type: optional<string>
+        docs: The user ID associated with the trace referenced by score
+      tags:
+        type: optional<list<string>>
+        docs: A list of tags associated with the trace referenced by score
+
+  GetScoresResponseDataNumeric:
+    extends: commons.NumericScore
+    properties:
+      trace: GetScoresResponseTraceData
+
+  GetScoresResponseDataCategorical:
+    extends: commons.CategoricalScore
+    properties:
+      trace: GetScoresResponseTraceData
+
+  GetScoresResponseDataBoolean:
+    extends: commons.BooleanScore
+    properties:
+      trace: GetScoresResponseTraceData
+
+  GetScoresResponseData:
+    discriminant: dataType
+    union:
+      NUMERIC: GetScoresResponseDataNumeric
+      CATEGORICAL: GetScoresResponseDataCategorical
+      BOOLEAN: GetScoresResponseDataBoolean
+
+  GetScoresResponse:
+    properties:
+      data: list<GetScoresResponseData>
       meta: pagination.MetaResponse

package.json

@@ -1,6 +1,6 @@
 {
   "name": "langfuse",
-  "version": "2.85.0",
+  "version": "3.5.2",
   "author": "engineering@langfuse.com",
   "license": "MIT",
   "private": true,
@@ -9,15 +9,16 @@
   },
   "scripts": {
     "preinstall": "npx only-allow pnpm",
-    "infra:dev:up": "docker compose -f ./docker-compose.dev.yml up -d",
+    "infra:dev:up": "docker compose -f ./docker-compose.dev.yml up -d --wait",
     "infra:dev:down": "docker compose -f ./docker-compose.dev.yml down",
+    "infra:dev:prune": "docker compose -f ./docker-compose.dev.yml down -v",
     "db:generate": "turbo run db:generate",
     "db:migrate": "turbo run db:migrate",
     "db:seed": "turbo run db:seed",
     "db:seed:examples": "turbo run db:seed:examples",
     "nuke": "bash ./scripts/nuke.sh",
-    "dx": "pnpm i && pnpm run infra:dev:up && pnpm --filter=shared run db:reset && pnpm --filter=shared run ch:reset && pnpm --filter=shared run db:seed:examples && pnpm run dev",
-    "dx-f": "pnpm i && pnpm run infra:dev:up && pnpm --filter=shared run db:reset -f && pnpm --filter=shared run ch:reset && pnpm --filter=shared run db:seed:examples && pnpm run dev",
+    "dx": "pnpm i && pnpm run infra:dev:prune && pnpm run infra:dev:up --pull always && pnpm --filter=shared run db:reset && pnpm --filter=shared run ch:reset && pnpm --filter=shared run db:seed:examples && pnpm run dev",
+    "dx-f": "pnpm i && pnpm run infra:dev:prune && pnpm run infra:dev:up --pull always && pnpm --filter=shared run db:reset -f && pnpm --filter=shared run ch:reset && pnpm --filter=shared run db:seed:examples && pnpm run dev",
     "dx:skip-infra": "pnpm i && pnpm --filter=shared run db:reset && pnpm --filter=shared run ch:reset && pnpm --filter=shared run db:seed:examples && pnpm run dev",
     "build": "turbo run build",
     "start": "turbo run start",
@@ -80,5 +81,10 @@
       }
     }
   },
-  "packageManager": "pnpm@9.5.0"
+  "packageManager": "pnpm@9.5.0",
+  "pnpm": {
+    "overrides": {
+      "jsonpath-plus": "10.0.7"
+    }
+  }
 }

packages/shared/clickhouse/migrations/clustered/0001_traces.down.sql

@@ -0,0 +1 @@
+DROP TABLE traces ON CLUSTER default;

packages/shared/clickhouse/migrations/clustered/0001_traces.up.sql

@@ -0,0 +1,32 @@
+CREATE TABLE traces ON CLUSTER default (
+    `id` String,
+    `timestamp` DateTime64(3),
+    `name` String,
+    `user_id` Nullable(String),
+    `metadata` Map(LowCardinality(String), String),
+    `release` Nullable(String),
+    `version` Nullable(String),
+    `project_id` String,
+    `public` Bool,
+    `bookmarked` Bool,
+    `tags` Array(String),
+    `input` Nullable(String) CODEC(ZSTD(3)),
+    `output` Nullable(String) CODEC(ZSTD(3)),
+    `session_id` Nullable(String),
+    `created_at` DateTime64(3) DEFAULT now(),
+    updated_at DateTime64(3) DEFAULT now(),
+    `event_ts` DateTime64(3),
+    `is_deleted` UInt8,
+    INDEX idx_id id TYPE bloom_filter(0.001) GRANULARITY 1,
+    INDEX idx_res_metadata_key mapKeys(metadata) TYPE bloom_filter(0.01) GRANULARITY 1,
+    INDEX idx_res_metadata_value mapValues(metadata) TYPE bloom_filter(0.01) GRANULARITY 1
+) ENGINE = ReplicatedReplacingMergeTree(event_ts, is_deleted) Partition by toYYYYMM(timestamp)
+PRIMARY KEY (
+     project_id,
+     toDate(timestamp)
+)
+ORDER BY (
+    project_id,
+    toDate(timestamp),
+    id
+);

packages/shared/clickhouse/migrations/clustered/0002_observations.down.sql

@@ -0,0 +1 @@
+DROP TABLE observations ON CLUSTER default;

packages/shared/clickhouse/migrations/clustered/0002_observations.up.sql

@@ -0,0 +1,47 @@
+CREATE TABLE observations ON CLUSTER default (
+    `id` String,
+    `trace_id` String,
+    `project_id` String,
+    `type` LowCardinality(String),
+    `parent_observation_id` Nullable(String),
+    `start_time` DateTime64(3),
+    `end_time` Nullable(DateTime64(3)),
+    `name` String,
+    `metadata` Map(LowCardinality(String), String),
+    `level` LowCardinality(String),
+    `status_message` Nullable(String),
+    `version` Nullable(String),
+    `input` Nullable(String) CODEC(ZSTD(3)),
+    `output` Nullable(String) CODEC(ZSTD(3)),
+    `provided_model_name` Nullable(String),
+    `internal_model_id` Nullable(String),
+    `model_parameters` Nullable(String),
+    `provided_usage_details` Map(LowCardinality(String), UInt64),
+    `usage_details` Map(LowCardinality(String), UInt64),
+    `provided_cost_details` Map(LowCardinality(String), Decimal64(12)),
+    `cost_details` Map(LowCardinality(String), Decimal64(12)),
+    `total_cost` Nullable(Decimal64(12)),
+    `completion_start_time` Nullable(DateTime64(3)),
+    `prompt_id` Nullable(String),
+    `prompt_name` Nullable(String),
+    `prompt_version` Nullable(UInt16),
+    `created_at` DateTime64(3) DEFAULT now(),
+    `updated_at` DateTime64(3) DEFAULT now(),
+    event_ts DateTime64(3),
+    is_deleted UInt8,
+    INDEX idx_id id TYPE bloom_filter() GRANULARITY 1,
+    INDEX idx_trace_id trace_id TYPE bloom_filter() GRANULARITY 1,
+    INDEX idx_project_id project_id TYPE bloom_filter() GRANULARITY 1
+) ENGINE = ReplicatedReplacingMergeTree(event_ts, is_deleted) Partition by toYYYYMM(start_time)
+PRIMARY KEY (
+    project_id,
+    `type`,
+    toDate(start_time)
+)
+ORDER BY (
+    project_id,
+    `type`,
+    toDate(start_time),
+    id
+);
+

packages/shared/clickhouse/migrations/clustered/0003_scores.down.sql

@@ -0,0 +1 @@
+DROP TABLE scores ON CLUSTER default;

packages/shared/clickhouse/migrations/clustered/0003_scores.up.sql

@@ -0,0 +1,33 @@
+CREATE TABLE scores ON CLUSTER default (
+    `id` String,
+    `timestamp` DateTime64(3),
+    `project_id` String,
+    `trace_id` String,
+    `observation_id` Nullable(String),
+    `name` String,
+    `value` Float64,
+    `source` String,
+    `comment` Nullable(String) CODEC(ZSTD(1)),
+    `author_user_id` Nullable(String),
+    `config_id` Nullable(String),
+    `data_type` String,
+    `string_value` Nullable(String),
+    `queue_id` Nullable(String),
+    `created_at` DateTime64(3) DEFAULT now(),
+    `updated_at` DateTime64(3) DEFAULT now(),
+    event_ts DateTime64(3),
+    `is_deleted` UInt8,
+    INDEX idx_id id TYPE bloom_filter(0.001) GRANULARITY 1,
+    INDEX idx_project_trace_observation (project_id, trace_id, observation_id) TYPE bloom_filter(0.001) GRANULARITY 1
+) ENGINE = ReplicatedReplacingMergeTree(event_ts, is_deleted) Partition by toYYYYMM(timestamp)
+PRIMARY KEY (
+    project_id,
+    toDate(timestamp),
+    name
+)
+ORDER BY (
+    project_id,
+    toDate(timestamp),
+    name,
+    id
+)

packages/shared/clickhouse/migrations/clustered/0004_drop_observations_index.down.sql

@@ -0,0 +1 @@
+ALTER TABLE observations ON CLUSTER default ADD INDEX IF NOT EXISTS idx_project_id project_id TYPE bloom_filter() GRANULARITY 1;

packages/shared/clickhouse/migrations/clustered/0004_drop_observations_index.up.sql

@@ -0,0 +1 @@
+ALTER TABLE observations ON CLUSTER default DROP INDEX IF EXISTS idx_project_id;

packages/shared/clickhouse/migrations/clustered/0005_add_session_id_index.down.sql

@@ -0,0 +1 @@
+ALTER TABLE traces ON CLUSTER default DROP INDEX IF EXISTS idx_session_id;

packages/shared/clickhouse/migrations/clustered/0005_add_session_id_index.up.sql

@@ -0,0 +1,2 @@
+ALTER TABLE traces ON CLUSTER default ADD INDEX IF NOT EXISTS idx_session_id session_id TYPE bloom_filter() GRANULARITY 1;
+ALTER TABLE traces ON CLUSTER default MATERIALIZE INDEX IF EXISTS idx_session_id;

packages/shared/clickhouse/migrations/clustered/0006_add_user_id_index.down.sql

@@ -0,0 +1 @@
+ALTER TABLE traces ON CLUSTER default DROP INDEX IF EXISTS idx_user_id;

packages/shared/clickhouse/migrations/clustered/0006_add_user_id_index.up.sql

@@ -0,0 +1,2 @@
+ALTER TABLE traces ON CLUSTER default ADD INDEX IF NOT EXISTS idx_user_id user_id TYPE bloom_filter() GRANULARITY 1;
+ALTER TABLE traces ON CLUSTER default MATERIALIZE INDEX IF EXISTS idx_user_id;

packages/shared/clickhouse/migrations/unclustered/0001_traces.up.sql

@@ -3,24 +3,30 @@ CREATE TABLE traces (
     `timestamp` DateTime64(3),
     `name` String,
     `user_id` Nullable(String),
-    `metadata` Map(String, String) CODEC(ZSTD(1)),
+    `metadata` Map(LowCardinality(String), String),
     `release` Nullable(String),
     `version` Nullable(String),
     `project_id` String,
     `public` Bool,
     `bookmarked` Bool,
     `tags` Array(String),
-    `input` Nullable(String) CODEC(ZSTD(1)),
-    `output` Nullable(String) CODEC(ZSTD(1)),
+    `input` Nullable(String) CODEC(ZSTD(3)),
+    `output` Nullable(String) CODEC(ZSTD(3)),
     `session_id` Nullable(String),
     `created_at` DateTime64(3) DEFAULT now(),
-    `updated_at` DateTime64(3) DEFAULT now(),
+    updated_at DateTime64(3) DEFAULT now(),
+    `event_ts` DateTime64(3),
+    `is_deleted` UInt8,
     INDEX idx_id id TYPE bloom_filter(0.001) GRANULARITY 1,
     INDEX idx_res_metadata_key mapKeys(metadata) TYPE bloom_filter(0.01) GRANULARITY 1,
     INDEX idx_res_metadata_value mapValues(metadata) TYPE bloom_filter(0.01) GRANULARITY 1
-) ENGINE = ReplacingMergeTree Partition by toYYYYMM(timestamp)
+) ENGINE = ReplacingMergeTree(event_ts, is_deleted) Partition by toYYYYMM(timestamp)
+PRIMARY KEY (
+     project_id,
+     toDate(timestamp)
+)
 ORDER BY (
-        project_id,
-        toUnixTimestamp(timestamp),
-        id
-    );
+    project_id,
+    toDate(timestamp),
+    id
+);

packages/shared/clickhouse/migrations/unclustered/0002_observations.up.sql

@@ -7,7 +7,7 @@ CREATE TABLE observations (
     `start_time` DateTime64(3),
     `end_time` Nullable(DateTime64(3)),
     `name` String,
-    `metadata` Map(LowCardinality(String), String) CODEC(ZSTD(1)),
+    `metadata` Map(LowCardinality(String), String),
     `level` LowCardinality(String),
     `status_message` Nullable(String),
     `version` Nullable(String),
@@ -16,18 +16,10 @@ CREATE TABLE observations (
     `provided_model_name` Nullable(String),
     `internal_model_id` Nullable(String),
     `model_parameters` Nullable(String),
-    `provided_input_usage_units` Nullable(Decimal64(12)),
-    `provided_output_usage_units` Nullable(Decimal64(12)),
-    `provided_total_usage_units` Nullable(Decimal64(12)),
-    `input_usage_units` Nullable(Decimal64(12)),
-    `output_usage_units` Nullable(Decimal64(12)),
-    `total_usage_units` Nullable(Decimal64(12)),
-    `unit` Nullable(String),
-    `provided_input_cost` Nullable(Decimal64(12)),
-    `provided_output_cost` Nullable(Decimal64(12)),
-    `provided_total_cost` Nullable(Decimal64(12)),
-    `input_cost` Nullable(Decimal64(12)),
-    `output_cost` Nullable(Decimal64(12)),
+    `provided_usage_details` Map(LowCardinality(String), UInt64),
+    `usage_details` Map(LowCardinality(String), UInt64),
+    `provided_cost_details` Map(LowCardinality(String), Decimal64(12)),
+    `cost_details` Map(LowCardinality(String), Decimal64(12)),
     `total_cost` Nullable(Decimal64(12)),
     `completion_start_time` Nullable(DateTime64(3)),
     `prompt_id` Nullable(String),
@@ -35,16 +27,21 @@ CREATE TABLE observations (
     `prompt_version` Nullable(UInt16),
     `created_at` DateTime64(3) DEFAULT now(),
     `updated_at` DateTime64(3) DEFAULT now(),
+    event_ts DateTime64(3),
+    is_deleted UInt8,
     INDEX idx_id id TYPE bloom_filter() GRANULARITY 1,
     INDEX idx_trace_id trace_id TYPE bloom_filter() GRANULARITY 1,
-    INDEX idx_project_id project_id TYPE bloom_filter() GRANULARITY 1,
-    INDEX idx_res_metadata_key mapKeys(metadata) TYPE bloom_filter() GRANULARITY 1,
-    INDEX idx_res_metadata_value mapValues(metadata) TYPE bloom_filter() GRANULARITY 1
-) ENGINE = ReplacingMergeTree Partition by toYYYYMM(start_time)
+    INDEX idx_project_id project_id TYPE bloom_filter() GRANULARITY 1
+) ENGINE = ReplacingMergeTree(event_ts, is_deleted) Partition by toYYYYMM(start_time)
+PRIMARY KEY (
+    project_id,
+    `type`,
+    toDate(start_time)
+)
 ORDER BY (
-        project_id,
-        `type`,
-        trace_id,
-        toUnixTimestamp(start_time),
-        id
-    );
+    project_id,
+    `type`,
+    toDate(start_time),
+    id
+);
+

packages/shared/clickhouse/migrations/unclustered/0003_scores.up.sql

@@ -12,14 +12,22 @@ CREATE TABLE scores (
     `config_id` Nullable(String),
     `data_type` String,
     `string_value` Nullable(String),
+    `queue_id` Nullable(String),
     `created_at` DateTime64(3) DEFAULT now(),
     `updated_at` DateTime64(3) DEFAULT now(),
+    event_ts DateTime64(3),
+    `is_deleted` UInt8,
     INDEX idx_id id TYPE bloom_filter(0.001) GRANULARITY 1,
-    INDEX idx_project_id trace_id TYPE bloom_filter(0.001) GRANULARITY 1
-) ENGINE = ReplacingMergeTree Partition by toYYYYMM(timestamp)
+    INDEX idx_project_trace_observation (project_id, trace_id, observation_id) TYPE bloom_filter(0.001) GRANULARITY 1
+) ENGINE = ReplacingMergeTree(event_ts, is_deleted) Partition by toYYYYMM(timestamp)
+PRIMARY KEY (
+    project_id,
+    toDate(timestamp),
+    name
+)
 ORDER BY (
-        project_id,
-        trace_id,
-        toUnixTimestamp(timestamp),
-        id
-    );
+    project_id,
+    toDate(timestamp),
+    name,
+    id
+)

packages/shared/clickhouse/migrations/unclustered/0004_drop_observations_index.down.sql

@@ -0,0 +1 @@
+ALTER TABLE observations ADD INDEX IF NOT EXISTS idx_project_id project_id TYPE bloom_filter() GRANULARITY 1;

packages/shared/clickhouse/migrations/unclustered/0004_drop_observations_index.up.sql

@@ -0,0 +1 @@
+ALTER TABLE observations DROP INDEX IF EXISTS idx_project_id;

packages/shared/clickhouse/migrations/unclustered/0005_add_session_id_index.down.sql

@@ -0,0 +1 @@
+ALTER TABLE traces DROP INDEX IF EXISTS idx_session_id;

packages/shared/clickhouse/migrations/unclustered/0005_add_session_id_index.up.sql

@@ -0,0 +1,2 @@
+ALTER TABLE traces ADD INDEX IF NOT EXISTS idx_session_id session_id TYPE bloom_filter() GRANULARITY 1;
+ALTER TABLE traces MATERIALIZE INDEX IF EXISTS idx_session_id;

packages/shared/clickhouse/migrations/unclustered/0006_add_user_id_index.down.sql

@@ -0,0 +1 @@
+ALTER TABLE traces ON CLUSTER default DROP INDEX IF EXISTS idx_user_id;

packages/shared/clickhouse/migrations/unclustered/0006_add_user_id_index.up.sql

@@ -0,0 +1,2 @@
+ALTER TABLE traces ADD INDEX IF NOT EXISTS idx_user_id user_id TYPE bloom_filter() GRANULARITY 1;
+ALTER TABLE traces MATERIALIZE INDEX IF EXISTS idx_user_id;

packages/shared/clickhouse/scripts/down.sh

@@ -1,7 +1,13 @@
 #!/bin/bash
 
 # Load environment variables
-source ../../.env
+[ -f ../../.env ] && source ../../.env
+
+# Check if CLICKHOUSE_URL is configured
+if [ -z "${CLICKHOUSE_URL}" ]; then
+  echo "Info: CLICKHOUSE_URL not configured, skipping migration."
+  exit 0
+fi
 
 # Check if golang-migrate is installed
 if ! command -v migrate &> /dev/null
@@ -13,10 +19,22 @@ then
 fi
 
 # Construct the database URL
-if [ "$CLICKHOUSE_MIGRATION_SSL" = true ] ; then
-    DATABASE_URL="${CLICKHOUSE_MIGRATION_URL}?username=${CLICKHOUSE_USER}&password=${CLICKHOUSE_PASSWORD}&database=default&x-multi-statement=true&secure=true&skip_verify=true&x-migrations-table-engine=MergeTree"
+if [ "$CLICKHOUSE_CLUSTER_ENABLED" == "false" ] ; then
+  if [ "$CLICKHOUSE_MIGRATION_SSL" = true ] ; then
+      DATABASE_URL="${CLICKHOUSE_MIGRATION_URL}?username=${CLICKHOUSE_USER}&password=${CLICKHOUSE_PASSWORD}&database=default&x-multi-statement=true&secure=true&skip_verify=true&x-migrations-table-engine=MergeTree"
+  else
+      DATABASE_URL="${CLICKHOUSE_MIGRATION_URL}?username=${CLICKHOUSE_USER}&password=${CLICKHOUSE_PASSWORD}&database=default&x-multi-statement=true&x-migrations-table-engine=MergeTree"
+  fi
+
+  # Execute the up command
+  migrate -source file://clickhouse/migrations/unclustered -database "$DATABASE_URL" down
 else
-    DATABASE_URL="${CLICKHOUSE_MIGRATION_URL}?username=${CLICKHOUSE_USER}&password=${CLICKHOUSE_PASSWORD}&database=default&x-multi-statement=true&x-migrations-table-engine=MergeTree"
-fi
-# Execute the down command
-migrate -source file://clickhouse/migrations -database "$DATABASE_URL" down
+  if [ "$CLICKHOUSE_MIGRATION_SSL" = true ] ; then
+      DATABASE_URL="${CLICKHOUSE_MIGRATION_URL}?username=${CLICKHOUSE_USER}&password=${CLICKHOUSE_PASSWORD}&database=default&x-multi-statement=true&secure=true&skip_verify=true&x-cluster-name=default&x-migrations-table-engine=ReplicatedMergeTree"
+  else
+      DATABASE_URL="${CLICKHOUSE_MIGRATION_URL}?username=${CLICKHOUSE_USER}&password=${CLICKHOUSE_PASSWORD}&database=default&x-multi-statement=true&x-cluster-name=default&x-migrations-table-engine=ReplicatedMergeTree"
+  fi
+
+  # Execute the up command
+  migrate -source file://clickhouse/migrations/clustered -database "$DATABASE_URL" down
+fi

packages/shared/clickhouse/scripts/seed.ts

@@ -0,0 +1,75 @@
+import {
+  clickhouseClient,
+  ObservationRecordReadType,
+} from "@langfuse/shared/src/server";
+import { prisma } from "../../src/db";
+import { redis } from "@langfuse/shared/src/server";
+import { prepareClickhouse } from "../../scripts/prepareClickhouse";
+import { createDatasets } from "../../prisma/seed";
+import { queryClickhouse } from "../../src/server/repositories/clickhouse";
+import { convertObservation } from "../../src/server/repositories/observations_converters";
+
+async function main() {
+  try {
+    const projectIds = ["7a88fb47-b4e2-43b8-a06c-a5ce950dc53a"]; // Example project IDs
+    if (
+      await prisma.project.findFirst({
+        where: { id: "239ad00f-562f-411d-af14-831c75ddd875" },
+      })
+    ) {
+      projectIds.push("239ad00f-562f-411d-af14-831c75ddd875");
+    }
+    await prepareClickhouse(projectIds, {
+      numberOfDays: 3,
+      totalObservations: 10000,
+    });
+
+    const project1 = await prisma.project.findFirst({
+      where: { id: "7a88fb47-b4e2-43b8-a06c-a5ce950dc53a" },
+    });
+
+    const project2 =
+      projectIds.length > 1
+        ? await prisma.project.findFirst({
+            where: { id: "239ad00f-562f-411d-af14-831c75ddd875" },
+          })
+        : await prisma.project.findFirst();
+
+    const query = `
+        SELECT *
+        FROM observations o
+        WHERE o.project_id IN ({projectIds: Array(String)})
+        LIMIT 2000;
+      `;
+
+    const res = await queryClickhouse<ObservationRecordReadType>({
+      query,
+      params: {
+        projectIds,
+      },
+    });
+
+    await createDatasets(
+      project1!,
+      project2!,
+      (await Promise.all(res.map(convertObservation))).map((o) => ({
+        ...o,
+        metadata: {},
+        modelParameters: {},
+        input: {},
+        output: {},
+      })),
+    );
+
+    console.log("Clickhouse preparation completed successfully.");
+  } catch (error) {
+    console.error("Error during Clickhouse preparation:", error);
+  } finally {
+    await clickhouseClient().close();
+    await prisma.$disconnect();
+    redis?.disconnect();
+    console.log("Disconnected from Clickhouse.");
+  }
+}
+
+main();

packages/shared/clickhouse/scripts/up.sh

@@ -1,7 +1,13 @@
 #!/bin/bash
 
 # Load environment variables
-source ../../.env
+[ -f ../../.env ] && source ../../.env
+
+# Check if CLICKHOUSE_URL is configured
+if [ -z "${CLICKHOUSE_URL}" ]; then
+  echo "Info: CLICKHOUSE_URL not configured, skipping migration."
+  exit 0
+fi
 
 # Check if golang-migrate is installed
 if ! command -v migrate &> /dev/null
@@ -13,11 +19,22 @@ then
 fi
 
 # Construct the database URL
-if [ "$CLICKHOUSE_MIGRATION_SSL" = true ] ; then
-    DATABASE_URL="${CLICKHOUSE_MIGRATION_URL}?username=${CLICKHOUSE_USER}&password=${CLICKHOUSE_PASSWORD}&database=default&x-multi-statement=true&secure=true&skip_verify=true&x-migrations-table-engine=MergeTree"
-else
-    DATABASE_URL="${CLICKHOUSE_MIGRATION_URL}?username=${CLICKHOUSE_USER}&password=${CLICKHOUSE_PASSWORD}&database=default&x-multi-statement=true&x-migrations-table-engine=MergeTree"
-fi
+if [ "$CLICKHOUSE_CLUSTER_ENABLED" == "false" ] ; then
+  if [ "$CLICKHOUSE_MIGRATION_SSL" = true ] ; then
+      DATABASE_URL="${CLICKHOUSE_MIGRATION_URL}?username=${CLICKHOUSE_USER}&password=${CLICKHOUSE_PASSWORD}&database=default&x-multi-statement=true&secure=true&skip_verify=true&x-migrations-table-engine=MergeTree"
+  else
+      DATABASE_URL="${CLICKHOUSE_MIGRATION_URL}?username=${CLICKHOUSE_USER}&password=${CLICKHOUSE_PASSWORD}&database=default&x-multi-statement=true&x-migrations-table-engine=MergeTree"
+  fi
 
-# Execute the up command
-migrate -source file://clickhouse/migrations -database "$DATABASE_URL" up
+  # Execute the up command
+  migrate -source file://clickhouse/migrations/unclustered -database "$DATABASE_URL" up
+else
+if [ "$CLICKHOUSE_MIGRATION_SSL" = true ] ; then
+      DATABASE_URL="${CLICKHOUSE_MIGRATION_URL}?username=${CLICKHOUSE_USER}&password=${CLICKHOUSE_PASSWORD}&database=default&x-multi-statement=true&secure=true&skip_verify=true&x-cluster-name=default&x-migrations-table-engine=ReplicatedMergeTree"
+  else
+      DATABASE_URL="${CLICKHOUSE_MIGRATION_URL}?username=${CLICKHOUSE_USER}&password=${CLICKHOUSE_PASSWORD}&database=default&x-multi-statement=true&x-cluster-name=default&x-migrations-table-engine=ReplicatedMergeTree"
+  fi
+
+  # Execute the up command
+  migrate -source file://clickhouse/migrations/clustered -database "$DATABASE_URL" up
+fi

packages/shared/package.json

@@ -43,27 +43,31 @@
     "db:generate": "dotenv -e ../../.env -- npx prisma generate",
     "db:seed:examples": "dotenv -e ../../.env -- npx prisma db seed -- --environment examples",
     "db:seed:load": "dotenv -e ../../.env -- npx prisma db seed -- --environment load",
-    "ch:status": "dotenv -e ../../.env -- goose -dir './clickhouse/migrations/' status",
     "ch:up": "bash clickhouse/scripts/up.sh",
     "ch:down": "bash clickhouse/scripts/down.sh",
     "ch:drop": "bash clickhouse/scripts/drop.sh",
-    "ch:reset": "pnpm run ch:down && pnpm run ch:up"
+    "ch:reset": "pnpm run ch:down && pnpm run ch:up && pnpm run ch:seed",
+    "ch:seed": "dotenv -e ../../.env -- tsx clickhouse/scripts/seed.ts",
+    "load:setup": "dotenv -e ../../.env -- tsx scripts/load-seed.ts"
   },
   "prisma": {
     "seed": "ts-node -r tsconfig-paths/register -r dotenv/config --compiler-options {\"module\":\"CommonJS\"} prisma/seed.ts"
   },
   "dependencies": {
     "@anthropic-ai/tokenizer": "^0.0.4",
-    "@aws-sdk/client-s3": "^3.627.0",
-    "@aws-sdk/lib-storage": "^3.667.0",
-    "@aws-sdk/s3-request-presigner": "^3.554.0",
+    "@aws-sdk/client-cloudwatch": "^3.675.0",
+    "@aws-sdk/client-s3": "^3.675.0",
+    "@aws-sdk/lib-storage": "^3.675.0",
+    "@aws-sdk/s3-request-presigner": "^3.679.0",
+    "@azure/storage-blob": "^12.26.0",
     "@clickhouse/client": "^1.4.0",
-    "@langchain/anthropic": "^0.3.1",
-    "@langchain/aws": "^0.1.0",
-    "@langchain/core": "^0.3.9",
-    "@langchain/openai": "^0.3.0",
+    "@langchain/anthropic": "^0.3.8",
+    "@langchain/aws": "^0.1.2",
+    "@langchain/core": "^0.3.18",
+    "@langchain/google-vertexai": "^0.1.3",
+    "@langchain/openai": "^0.3.14",
     "@opentelemetry/api": ">=1.0.0 <1.10.0",
-    "@prisma/client": "^5.20.0",
+    "@prisma/client": "^5.22.0",
     "@react-email/components": "^0.0.19",
     "@react-email/render": "^0.0.15",
     "@types/bcryptjs": "^2.4.6",
@@ -75,15 +79,16 @@
     "exponential-backoff": "^3.1.1",
     "ioredis": "^5.4.1",
     "kysely": "^0.27.4",
-    "langchain": "^0.3.2",
+    "langchain": "^0.3.6",
+    "langfuse-langchain": "3.30.3",
     "lodash": "^4.17.21",
-    "next-auth": "^4.24.7",
+    "next-auth": "^4.24.11",
     "nodemailer": "^6.9.15",
     "prisma-extension-kysely": "^2.1.0",
     "uuid": "^9.0.1",
-    "winston": "^3.14.2",
+    "winston": "^3.15.0",
     "zod": "^3.23.8",
-    "zod-to-json-schema": "^3.23.2"
+    "zod-to-json-schema": "^3.23.5"
   },
   "devDependencies": {
     "@repo/eslint-config": "workspace:*",
@@ -101,16 +106,22 @@
     "kysely-codegen": "^0.16.8",
     "nodemon": "^3.1.7",
     "prettier": "^3.3.3",
-    "prisma": "^5.20.0",
+    "prisma": "^5.22.0",
     "prisma-erd-generator": "^1.11.2",
     "prisma-kysely": "^1.8.0",
     "ts-node": "^10.9.2",
     "tsc-watch": "^6.2.0",
+    "tsx": "^4.19.1",
     "typescript": "^5.4.5",
     "vitest": "^2.1.2"
   },
   "peerDependencies": {
     "@types/react": "~18.2.79",
     "react": "~18.2.0"
+  },
+  "pnpm": {
+    "overrides": {
+      "jsonpath-plus": "10.0.7"
+    }
   }
 }

packages/shared/prettierrc.json

@@ -1,4 +0,0 @@
-{
-  "trailingComma": "es5",
-  "printWidth": 120
-}

packages/shared/prisma/generated/types.ts

@@ -143,6 +143,18 @@ export type AuditLog = {
     before: string | null;
     after: string | null;
 };
+export type BackgroundMigration = {
+    id: string;
+    name: string;
+    script: string;
+    args: unknown;
+    state: Generated<unknown>;
+    finished_at: Timestamp | null;
+    failed_at: Timestamp | null;
+    failed_reason: string | null;
+    worker_id: string | null;
+    locked_at: Timestamp | null;
+};
 export type BatchExport = {
     id: string;
     created_at: Generated<Timestamp>;
@@ -266,6 +278,8 @@ export type JobExecution = {
     end_time: Timestamp | null;
     error: string | null;
     job_input_trace_id: string | null;
+    job_input_observation_id: string | null;
+    job_input_dataset_item_id: string | null;
     job_output_score_id: string | null;
 };
 export type LlmApiKeys = {
@@ -282,6 +296,20 @@ export type LlmApiKeys = {
     config: unknown | null;
     project_id: string;
 };
+export type Media = {
+    id: string;
+    sha_256_hash: string;
+    project_id: string;
+    created_at: Generated<Timestamp>;
+    updated_at: Generated<Timestamp>;
+    uploaded_at: Timestamp | null;
+    upload_http_status: number | null;
+    upload_http_error: string | null;
+    bucket_path: string;
+    bucket_name: string;
+    content_type: string;
+    content_length: string;
+};
 export type MembershipInvitation = {
     id: string;
     email: string;
@@ -304,7 +332,7 @@ export type Model = {
     input_price: string | null;
     output_price: string | null;
     total_price: string | null;
-    unit: string;
+    unit: string | null;
     tokenizer_id: string | null;
     tokenizer_config: unknown | null;
 };
@@ -342,6 +370,16 @@ export type Observation = {
     completion_start_time: Timestamp | null;
     prompt_id: string | null;
 };
+export type ObservationMedia = {
+    id: string;
+    project_id: string;
+    created_at: Generated<Timestamp>;
+    updated_at: Generated<Timestamp>;
+    media_id: string;
+    trace_id: string;
+    observation_id: string;
+    field: string;
+};
 export type ObservationView = {
     id: string;
     trace_id: string | null;
@@ -402,11 +440,20 @@ export type PosthogIntegration = {
     enabled: boolean;
     created_at: Generated<Timestamp>;
 };
+export type Price = {
+    id: string;
+    created_at: Generated<Timestamp>;
+    updated_at: Generated<Timestamp>;
+    model_id: string;
+    usage_type: string;
+    price: string;
+};
 export type Project = {
     id: string;
     org_id: string;
     created_at: Generated<Timestamp>;
     updated_at: Generated<Timestamp>;
+    deleted_at: Timestamp | null;
     name: string;
 };
 export type ProjectMembership = {
@@ -495,6 +542,15 @@ export type Trace = {
     created_at: Generated<Timestamp>;
     updated_at: Generated<Timestamp>;
 };
+export type TraceMedia = {
+    id: string;
+    project_id: string;
+    created_at: Generated<Timestamp>;
+    updated_at: Generated<Timestamp>;
+    media_id: string;
+    trace_id: string;
+    field: string;
+};
 export type TraceSession = {
     id: string;
     created_at: Generated<Timestamp>;
@@ -546,6 +602,7 @@ export type DB = {
     annotation_queues: AnnotationQueue;
     api_keys: ApiKey;
     audit_logs: AuditLog;
+    background_migrations: BackgroundMigration;
     batch_exports: BatchExport;
     comments: Comment;
     cron_jobs: CronJobs;
@@ -558,13 +615,16 @@ export type DB = {
     job_configurations: JobConfiguration;
     job_executions: JobExecution;
     llm_api_keys: LlmApiKeys;
+    media: Media;
     membership_invitations: MembershipInvitation;
     models: Model;
+    observation_media: ObservationMedia;
     observations: Observation;
     observations_view: ObservationView;
     organization_memberships: OrganizationMembership;
     organizations: Organization;
     posthog_integrations: PosthogIntegration;
+    prices: Price;
     project_memberships: ProjectMembership;
     projects: Project;
     prompts: Prompt;
@@ -572,6 +632,7 @@ export type DB = {
     scores: Score;
     Session: Session;
     sso_configs: SsoConfig;
+    trace_media: TraceMedia;
     trace_sessions: TraceSession;
     traces: Trace;
     traces_view: TraceView;

packages/shared/prisma/migrations/20241015110145_prompts_config_to_JSON/migration.sql

@@ -0,0 +1,107 @@
+-- Temporarily drop observations_view as prompts.config is a calculated column in the view and we need to update it to a JSON type
+DROP VIEW IF EXISTS "observations_view"; -- Drop view as column was added in 20240705154048_observation_view_add_created_at_updated_at and update view must have same columns
+
+-- Update prompts.config to JSON type. Use JSON as JSONB is reordering keys for optimization, which is undesired
+ALTER TABLE prompts ALTER COLUMN config TYPE JSON USING config::JSON;
+ALTER TABLE prompts ALTER COLUMN config SET DEFAULT '{}'::JSON;
+
+-- Recreate the view with the updated prompts.config column
+CREATE VIEW "observations_view" AS -- Specify the columns that should be returned in the view, as calculated columns are added but exist in the observations table already
+SELECT
+    o.id,
+    o.name,
+    o.start_time,
+    o.end_time,
+    o.parent_observation_id,
+    o.type,
+    o.trace_id,
+    o.metadata,
+    o.model,
+    o."modelParameters",
+    o.input,
+    o.output,
+    o.level,
+    o.status_message,
+    o.completion_start_time,
+    o.completion_tokens,
+    o.prompt_tokens,
+    o.total_tokens,
+    o.version,
+    o.project_id,
+    o.created_at,
+    o.updated_at,
+    o.unit,
+    o.prompt_id,
+    p.name as prompt_name,         -- added in this change
+    p.version as prompt_version,   -- added in this change
+    o.input_cost,
+    o.output_cost,
+    o.total_cost,
+    o.internal_model,
+    m.id AS "model_id",
+    m.start_date AS "model_start_date",
+    m.input_price,
+    m.output_price,
+    m.total_price,
+    m.tokenizer_config AS "tokenizer_config",
+    CASE 
+        WHEN o.calculated_input_cost IS NULL AND o.input_cost IS NULL AND o.output_cost IS NULL AND o.total_cost IS NULL THEN
+            o.prompt_tokens::decimal * m.input_price
+        ELSE
+            COALESCE(o.calculated_input_cost, o.input_cost)
+    END AS "calculated_input_cost",
+    CASE 
+        WHEN o.calculated_output_cost IS NULL AND o.input_cost IS NULL AND o.output_cost IS NULL AND o.total_cost IS NULL THEN
+            o.completion_tokens::decimal * m.output_price
+        ELSE
+            COALESCE(o.calculated_output_cost, o.output_cost)
+    END AS "calculated_output_cost",
+    CASE 
+        WHEN o.calculated_total_cost IS NULL AND o.input_cost IS NULL AND o.output_cost IS NULL AND o.total_cost IS NULL THEN
+            CASE 
+                WHEN m.total_price IS NOT NULL AND o.total_tokens IS NOT NULL THEN
+                    m.total_price * o.total_tokens
+                ELSE
+                    o.prompt_tokens::decimal * m.input_price + 
+                    o.completion_tokens::decimal * m.output_price
+            END
+        ELSE
+            COALESCE(o.calculated_total_cost, o.total_cost)
+    END AS "calculated_total_cost",
+    CASE WHEN o.end_time IS NULL THEN NULL ELSE (EXTRACT(EPOCH FROM o."end_time") - EXTRACT(EPOCH FROM o."start_time"))::double precision END AS "latency",
+    CASE WHEN o.completion_start_time IS NOT NULL AND o.start_time IS NOT NULL THEN EXTRACT(EPOCH FROM (completion_start_time - start_time))::double precision ELSE NULL END as "time_to_first_token"
+    
+FROM
+    observations o
+LEFT JOIN LATERAL (
+    SELECT
+        models.*
+    FROM
+        models
+    WHERE (models.project_id = o.project_id OR models.project_id IS NULL)
+    AND models.model_name = o.internal_model
+    AND (models.start_date < o.start_time OR models.start_date IS NULL)
+    AND o.unit::TEXT = models.unit
+    ORDER BY
+        models.project_id ASC, -- in postgres, NULLs are sorted last when ordering ASC
+        models.start_date DESC NULLS LAST -- now, NULLs are sorted last when ordering DESC as well
+    LIMIT 1
+) m ON TRUE
+LEFT JOIN LATERAL (
+    SELECT
+        prompts.*
+    FROM
+        prompts
+    WHERE prompts.id = o.prompt_id
+    AND prompts.project_id = o.project_id
+    LIMIT 1
+) p ON TRUE
+
+
+-- requirements:
+-- 1. The view should return all columns from the observations table
+-- 2. The view should match with only one model for each observation if:
+--     a. The model has the same project_id as the observation, otherwise the model without project_id. 
+--     b. The model has the same model_name as the observation
+--     c. The model has a start_date that is less than the observation start_time, otherwise the model without start_date
+--     d. The model has the same unit as the observation

packages/shared/prisma/migrations/20241022110145_add_claude_sonnet_35/migration.sql

@@ -0,0 +1,18 @@
+INSERT INTO models (
+  id,
+  project_id,
+  model_name,
+  match_pattern,
+  start_date,
+  input_price,
+  output_price,
+  total_price,
+  unit,
+  tokenizer_id,
+  tokenizer_config
+)
+VALUES
+  -- https://docs.anthropic.com/en/docs/about-claude/models#model-comparison-table
+  ('cm2krz1uf000208jjg5653iud', NULL, 'claude-3.5-haiku-20241022', '(?i)^(claude-3-5-sonnet-20241022|anthropic\.claude-3-5-sonnet-20241022-v2:0|claude-3-5-sonnet-V2@20241022)$', NULL, 0.000003, 0.000015, NULL, 'TOKENS', 'claude', NULL),
+  ('cm2ks2vzn000308jjh4ze1w7q', NULL, 'claude-3.5-haiku-latest', '(?i)^(claude-3-5-sonnet-latest)$', NULL, 0.000003, 0.000015, NULL, 'TOKENS', 'claude', NULL)
+

packages/shared/prisma/migrations/20241023110145_update_claude_sonnet_35/migration.sql

@@ -0,0 +1,3 @@
+-- https://docs.anthropic.com/en/docs/about-claude/models#model-comparison-table
+UPDATE models SET model_name = 'claude-3.5-sonnet-20241022' WHERE id = 'cm2krz1uf000208jjg5653iud';
+UPDATE models SET model_name = 'claude-3.5-sonnet-latest' WHERE id = 'cm2ks2vzn000308jjh4ze1w7q';

packages/shared/prisma/migrations/20241024100928_add_prices_table/migration.sql

@@ -0,0 +1,62 @@
+-- CreateTable
+CREATE TABLE "prices" (
+    "id" TEXT NOT NULL,
+    "created_at" TIMESTAMP(3) NOT NULL DEFAULT CURRENT_TIMESTAMP,
+    "updated_at" TIMESTAMP(3) NOT NULL DEFAULT CURRENT_TIMESTAMP,
+    "model_id" TEXT NOT NULL,
+    "usage_type" TEXT NOT NULL,
+    "price" DECIMAL(65,30) NOT NULL,
+
+    CONSTRAINT "prices_pkey" PRIMARY KEY ("id")
+);
+
+-- CreateIndex
+CREATE INDEX "prices_model_id_idx" ON "prices"("model_id");
+
+-- CreateIndex
+CREATE UNIQUE INDEX "prices_model_id_usage_type_key" ON "prices"("model_id", "usage_type");
+
+-- AddForeignKey
+ALTER TABLE "prices" ADD CONSTRAINT "prices_model_id_fkey" FOREIGN KEY ("model_id") REFERENCES "models"("id") ON DELETE CASCADE ON UPDATE CASCADE;
+
+-- Alter Table to make unit column nullable
+ALTER TABLE "models" ALTER COLUMN "unit" DROP NOT NULL;
+
+
+-- Create a temporary table to store the new prices for user-defined models
+CREATE TEMPORARY TABLE temp_prices AS
+SELECT 
+    id AS model_id,
+    'input' AS usage_type,
+    input_price AS price
+FROM models
+WHERE project_id IS NOT NULL AND input_price IS NOT NULL
+UNION ALL
+SELECT 
+    id AS model_id,
+    'output' AS usage_type,
+    output_price AS price
+FROM models
+WHERE project_id IS NOT NULL AND output_price IS NOT NULL
+UNION ALL
+SELECT 
+    id AS model_id,
+    'total' AS usage_type,
+    total_price AS price
+FROM models
+WHERE project_id IS NOT NULL AND total_price IS NOT NULL;
+
+-- Insert into prices table
+INSERT INTO prices (id, created_at, updated_at, model_id, usage_type, price)
+SELECT 
+    md5(random()::text || clock_timestamp()::text || model_id::text || usage_type::text)::uuid AS id,
+    NOW() AS created_at,
+    NOW() AS updated_at,
+    model_id,
+    usage_type,
+    price
+FROM temp_prices
+ON CONFLICT (model_id, usage_type) DO NOTHING;
+
+-- Drop the temporary table
+DROP TABLE temp_prices;

packages/shared/prisma/migrations/20241024111800_add_background_migrations_table/migration.sql

@@ -0,0 +1,18 @@
+-- CreateTable
+CREATE TABLE "background_migrations" (
+    "id" TEXT NOT NULL,
+    "name" TEXT NOT NULL,
+    "script" TEXT NOT NULL,
+    "args" JSONB NOT NULL,
+
+    "finished_at" TIMESTAMP(3),
+    "failed_at" TIMESTAMP(3),
+    "failed_reason" TEXT,
+    "worker_id" TEXT,
+    "locked_at" TIMESTAMP(3),
+
+    CONSTRAINT "background_migrations_pkey" PRIMARY KEY ("id")
+);
+
+-- CreateIndex
+CREATE UNIQUE INDEX "background_migrations_name_key" ON "background_migrations"("name");

packages/shared/prisma/migrations/20241024121500_add_generations_cost_backfill_background_migration/migration.sql

@@ -0,0 +1,2 @@
+INSERT INTO background_migrations (id, name, script, args)
+VALUES ('32859a35-98f5-4a4a-b438-ebc579349e00', '20241024_1216_add_generations_cost_backfill', 'addGenerationsCostBackfill', '{}');

packages/shared/prisma/migrations/20241024173000_add_traces_pg_to_ch_background_migration/migration.sql

@@ -0,0 +1,2 @@
+INSERT INTO background_migrations (id, name, script, args)
+VALUES ('5960f22a-748f-480c-b2f3-bc4f9d5d84bc', '20241024_1730_migrate_traces_from_pg_to_ch', 'migrateTracesFromPostgresToClickhouse', '{}');

packages/shared/prisma/migrations/20241024173700_add_observations_pg_to_ch_background_migration/migration.sql

@@ -0,0 +1,2 @@
+INSERT INTO background_migrations (id, name, script, args)
+VALUES ('7526e7c9-0026-4595-af2c-369dfd9176ec', '20241024_1737_migrate_observations_from_pg_to_ch', 'migrateObservationsFromPostgresToClickhouse', '{}');

packages/shared/prisma/migrations/20241024173800_add_scores_pg_to_ch_background_migration/migration.sql

@@ -0,0 +1,2 @@
+INSERT INTO background_migrations (id, name, script, args)
+VALUES ('94e50334-50d3-4e49-ad2e-9f6d92c85ef7', '20241024_1738_migrate_scores_from_pg_to_ch', 'migrateScoresFromPostgresToClickhouse', '{}');

packages/shared/prisma/migrations/20241029130802_prices_drop_excess_index/migration.sql

@@ -0,0 +1,2 @@
+-- DropIndex
+DROP INDEX CONCURRENTLY "prices_model_id_idx";

packages/shared/prisma/migrations/20241104111600_background_migrations_add_state_column/migration.sql

@@ -0,0 +1,2 @@
+-- AlterTable
+ALTER TABLE "background_migrations" ADD COLUMN "state" jsonb NOT NULL DEFAULT '{}';

packages/shared/prisma/migrations/20241105110900_add_claude_haiku_35/migration.sql

@@ -0,0 +1,29 @@
+INSERT INTO models (
+  id,
+  project_id,
+  model_name,
+  match_pattern,
+  start_date,
+  input_price,
+  output_price,
+  total_price,
+  unit,
+  tokenizer_id,
+  tokenizer_config
+)
+VALUES
+  -- https://docs.anthropic.com/en/docs/about-claude/models#model-comparison-table
+  ('cm34aq60d000207ml0j1h31ar', NULL, 'claude-3-5-haiku-20241022', '(?i)^(claude-3-5-haiku-20241022|anthropic\.claude-3-5-haiku-20241022-v1:0|claude-3-5-haiku-V1@20241022)$', NULL, 0.000001, 0.000005, NULL, 'TOKENS', 'claude', NULL),
+  ('cm34aqb9h000307ml6nypd618', NULL, 'claude-3.5-haiku-latest', '(?i)^(claude-3-5-haiku-latest)$', NULL, 0.000001, 0.000005, NULL, 'TOKENS', 'claude', NULL);
+
+INSERT INTO prices (
+  id, 
+  model_id, 
+  usage_type,
+  price
+)
+VALUES
+  ('cm34ax6mc000008jkfqed92mb', 'cm34aq60d000207ml0j1h31ar', 'input', 0.000001),
+  ('cm34axb2o000108jk09wn9b47', 'cm34aqb9h000307ml6nypd618', 'input', 0.000001),
+  ('cm34axeie000208jk8b2ke2t8', 'cm34aq60d000207ml0j1h31ar', 'output', 0.000005),
+  ('cm34axi67000308jk7x1a7qko', 'cm34aqb9h000307ml6nypd618', 'output', 0.000005);

packages/shared/prisma/migrations/20241106122605_add_media_tables/migration.sql

@@ -0,0 +1,71 @@
+-- CreateTable
+CREATE TABLE "media" (
+    "id" TEXT NOT NULL,
+    "sha_256_hash" CHAR(44) NOT NULL,
+    "project_id" TEXT NOT NULL,
+    "created_at" TIMESTAMP(3) NOT NULL DEFAULT CURRENT_TIMESTAMP,
+    "updated_at" TIMESTAMP(3) NOT NULL DEFAULT CURRENT_TIMESTAMP,
+    "uploaded_at" TIMESTAMP(3),
+    "upload_http_status" INTEGER,
+    "upload_http_error" TEXT,
+    "bucket_path" TEXT NOT NULL,
+    "bucket_name" TEXT NOT NULL,
+    "content_type" TEXT NOT NULL,
+    "content_length" BIGINT NOT NULL,
+
+    CONSTRAINT "media_pkey" PRIMARY KEY ("id")
+);
+
+-- CreateTable
+CREATE TABLE "trace_media" (
+    "id" TEXT NOT NULL,
+    "project_id" TEXT NOT NULL,
+    "created_at" TIMESTAMP(3) NOT NULL DEFAULT CURRENT_TIMESTAMP,
+    "updated_at" TIMESTAMP(3) NOT NULL DEFAULT CURRENT_TIMESTAMP,
+    "media_id" TEXT NOT NULL,
+    "trace_id" TEXT NOT NULL,
+    "field" TEXT NOT NULL,
+
+    CONSTRAINT "trace_media_pkey" PRIMARY KEY ("id")
+);
+
+-- CreateTable
+CREATE TABLE "observation_media" (
+    "id" TEXT NOT NULL,
+    "project_id" TEXT NOT NULL,
+    "created_at" TIMESTAMP(3) NOT NULL DEFAULT CURRENT_TIMESTAMP,
+    "updated_at" TIMESTAMP(3) NOT NULL DEFAULT CURRENT_TIMESTAMP,
+    "media_id" TEXT NOT NULL,
+    "trace_id" TEXT NOT NULL,
+    "observation_id" TEXT NOT NULL,
+    "field" TEXT NOT NULL,
+
+    CONSTRAINT "observation_media_pkey" PRIMARY KEY ("id")
+);
+
+-- CreateIndex
+CREATE UNIQUE INDEX "media_project_id_sha_256_hash_key" ON "media"("project_id", "sha_256_hash");
+
+-- CreateIndex
+CREATE UNIQUE INDEX "trace_media_project_id_trace_id_media_id_field_key" ON "trace_media"("project_id", "trace_id", "media_id", "field");
+
+-- CreateIndex
+CREATE INDEX "observation_media_project_id_observation_id_idx" ON "observation_media"("project_id", "observation_id");
+
+-- CreateIndex
+CREATE UNIQUE INDEX "observation_media_project_id_trace_id_observation_id_media__key" ON "observation_media"("project_id", "trace_id", "observation_id", "media_id", "field");
+
+-- AddForeignKey
+ALTER TABLE "media" ADD CONSTRAINT "media_project_id_fkey" FOREIGN KEY ("project_id") REFERENCES "projects"("id") ON DELETE CASCADE ON UPDATE CASCADE;
+
+-- AddForeignKey
+ALTER TABLE "trace_media" ADD CONSTRAINT "trace_media_project_id_fkey" FOREIGN KEY ("project_id") REFERENCES "projects"("id") ON DELETE CASCADE ON UPDATE CASCADE;
+
+-- AddForeignKey
+ALTER TABLE "trace_media" ADD CONSTRAINT "trace_media_media_id_fkey" FOREIGN KEY ("media_id") REFERENCES "media"("id") ON DELETE CASCADE ON UPDATE CASCADE;
+
+-- AddForeignKey
+ALTER TABLE "observation_media" ADD CONSTRAINT "observation_media_project_id_fkey" FOREIGN KEY ("project_id") REFERENCES "projects"("id") ON DELETE CASCADE ON UPDATE CASCADE;
+
+-- AddForeignKey
+ALTER TABLE "observation_media" ADD CONSTRAINT "observation_media_media_id_fkey" FOREIGN KEY ("media_id") REFERENCES "media"("id") ON DELETE CASCADE ON UPDATE CASCADE;

packages/shared/prisma/migrations/20241114175010_job_executions_add_observation_dataset_item_cols/migration.sql

@@ -0,0 +1,6 @@
+-- DropForeignKey
+ALTER TABLE "job_executions" DROP CONSTRAINT "job_executions_job_input_trace_id_fkey";
+
+-- AlterTable
+ALTER TABLE "job_executions" ADD COLUMN     "job_input_dataset_item_id" TEXT,
+ADD COLUMN     "job_input_observation_id" TEXT;

packages/shared/prisma/migrations/20241124115100_add_projects_deleted_at/migration.sql

@@ -0,0 +1,2 @@
+-- AlterTable
+ALTER TABLE "projects" ADD COLUMN "deleted_at" TIMESTAMP(3);

packages/shared/prisma/migrations/20241125124029_add_chatgpt_4o_prices/migration.sql

@@ -0,0 +1,25 @@
+INSERT INTO models (
+  id,
+  project_id,
+  model_name,
+  match_pattern,
+  start_date,
+  input_price,
+  output_price,
+  total_price,
+  unit,
+  tokenizer_id,
+  tokenizer_config
+)
+VALUES
+  ('cm3x0p8ev000008kyd96800c8', NULL, 'chatgpt-4o-latest', '(?i)^(chatgpt-4o-latest)$', NULL, 0.000005, 0.000015, NULL, 'TOKENS', 'openai', '{ "tokensPerMessage": 3, "tokensPerName": 1, "tokenizerModel": "gpt-4o" }');
+
+INSERT INTO prices (
+  id, 
+  model_id, 
+  usage_type,
+  price
+)
+VALUES
+  ('cm3x0psrz000108kydpxg9o2k', 'cm3x0p8ev000008kyd96800c8', 'input', 0.000005),
+  ('cm3x0pyt7000208ky8737gdla', 'cm3x0p8ev000008kyd96800c8', 'output', 0.000015);

packages/shared/prisma/migrations/20241206115829_remove_trace_score_observation_constraints/migration.sql

@@ -0,0 +1,5 @@
+-- DropForeignKey
+ALTER TABLE "job_executions" DROP CONSTRAINT "job_executions_job_output_score_id_fkey";
+
+-- DropForeignKey
+ALTER TABLE "traces" DROP CONSTRAINT "traces_session_id_project_id_fkey";

packages/shared/prisma/seed.ts

@@ -256,7 +256,7 @@ async function main() {
 
     const queueIds = await generateQueuesForProject(
       [project1, project2],
-      configIdsAndNames
+      configIdsAndNames,
     );
 
     const promptIds = await generatePromptsForProject([project1, project2]);
@@ -282,11 +282,11 @@ async function main() {
       project2,
       promptIds,
       queueIds,
-      configIdsAndNames
+      configIdsAndNames,
     );
 
     logger.info(
-      `Seeding ${traces.length} traces, ${observations.length} observations, and ${scores.length} scores`
+      `Seeding ${traces.length} traces, ${observations.length} observations, and ${scores.length} scores`,
     );
 
     await uploadObjects(
@@ -296,7 +296,7 @@ async function main() {
       sessions,
       events,
       comments,
-      queueItems
+      queueItems,
     );
 
     // If openai key is in environment, add it to the projects LLM API keys
@@ -314,7 +314,7 @@ async function main() {
       });
     } else {
       logger.warn(
-        "No OPENAI_API_KEY found in environment. Skipping seeding LLM API key."
+        "No OPENAI_API_KEY found in environment. Skipping seeding LLM API key.",
       );
     }
 
@@ -387,16 +387,62 @@ async function main() {
       update: {},
     });
 
-    for (let datasetNumber = 0; datasetNumber < 2; datasetNumber++) {
-      const dataset = await prisma.dataset.create({
-        data: {
-          name: `demo-dataset-${datasetNumber}`,
-          description:
-            datasetNumber === 0 ? "Dataset test description" : undefined,
-          projectId: project2.id,
-          metadata: datasetNumber === 0 ? { key: "value" } : undefined,
-        },
-      });
+    await createDatasets(project1, project2, observations);
+  }
+}
+
+main()
+  .then(async () => {
+    await prisma.$disconnect();
+    redis?.disconnect();
+    logger.info("Disconnected from postgres and redis");
+  })
+  .catch(async (e) => {
+    logger.error(e);
+    await prisma.$disconnect();
+    redis?.disconnect();
+    logger.info("Disconnected from postgres and redis");
+    process.exit(1);
+  });
+
+export async function createDatasets(
+  project1: {
+    id: string;
+    orgId: string;
+    createdAt: Date;
+    updatedAt: Date;
+    name: string;
+  },
+  project2: {
+    id: string;
+    orgId: string;
+    createdAt: Date;
+    updatedAt: Date;
+    name: string;
+  },
+  observations: Prisma.ObservationCreateManyInput[],
+) {
+  for (let datasetNumber = 0; datasetNumber < 2; datasetNumber++) {
+    for (const projectId of [project1.id, project2.id]) {
+      const datasetName = `demo-dataset-${datasetNumber}`;
+
+      // check if ds already exists
+      const dataset =
+        (await prisma.dataset.findFirst({
+          where: {
+            projectId,
+            name: datasetName,
+          },
+        })) ??
+        (await prisma.dataset.create({
+          data: {
+            name: datasetName,
+            description:
+              datasetNumber === 0 ? "Dataset test description" : undefined,
+            projectId,
+            metadata: datasetNumber === 0 ? { key: "value" } : undefined,
+          },
+        }));
 
       const datasetItemIds = [];
       for (let i = 0; i < 18; i++) {
@@ -404,9 +450,12 @@ async function main() {
           Math.random() > 0.3
             ? observations[Math.floor(Math.random() * observations.length)]
             : undefined;
+        if (!sourceObservation) {
+          continue;
+        }
         const datasetItem = await prisma.datasetItem.create({
           data: {
-            projectId: project2.id,
+            projectId,
             datasetId: dataset.id,
             sourceTraceId: sourceObservation?.traceId,
             sourceObservationId:
@@ -431,9 +480,16 @@ async function main() {
       }
 
       for (let datasetRunNumber = 0; datasetRunNumber < 5; datasetRunNumber++) {
-        const datasetRun = await prisma.datasetRuns.create({
-          data: {
-            projectId: project2.id,
+        const datasetRun = await prisma.datasetRuns.upsert({
+          where: {
+            datasetId_projectId_name: {
+              datasetId: dataset.id,
+              projectId,
+              name: `demo-dataset-run-${datasetRunNumber}`,
+            },
+          },
+          create: {
+            projectId,
             name: `demo-dataset-run-${datasetRunNumber}`,
             description: Math.random() > 0.5 ? "Dataset run description" : "",
             datasetId: dataset.id,
@@ -445,20 +501,24 @@ async function main() {
               ["tag1", "tag2"],
             ][datasetRunNumber % 5],
           },
+          update: {},
         });
 
         for (const datasetItemId of datasetItemIds) {
           const relevantObservations = observations.filter(
-            (o) => o.projectId === project2.id
+            (o) => o.projectId === projectId,
           );
           const observation =
             relevantObservations[
               Math.floor(Math.random() * relevantObservations.length)
             ];
 
+          if (!observation) {
+            continue;
+          }
           await prisma.datasetRunItems.create({
             data: {
-              projectId: project2.id,
+              projectId,
               datasetItemId,
               traceId: observation.traceId as string,
               observationId: Math.random() > 0.5 ? observation.id : undefined,
@@ -471,20 +531,6 @@ async function main() {
   }
 }
 
-main()
-  .then(async () => {
-    await prisma.$disconnect();
-    redis?.disconnect();
-    logger.info("Disconnected from postgres and redis");
-  })
-  .catch(async (e) => {
-    logger.error(e);
-    await prisma.$disconnect();
-    redis?.disconnect();
-    logger.info("Disconnected from postgres and redis");
-    process.exit(1);
-  });
-
 async function uploadObjects(
   traces: Prisma.TraceCreateManyInput[],
   observations: Prisma.ObservationCreateManyInput[],
@@ -492,7 +538,7 @@ async function uploadObjects(
   sessions: Prisma.TraceSessionCreateManyInput[],
   events: Prisma.ObservationCreateManyInput[],
   comments: Prisma.CommentCreateManyInput[],
-  queueItems: Prisma.AnnotationQueueItemCreateManyInput[]
+  queueItems: Prisma.AnnotationQueueItemCreateManyInput[],
 ) {
   let promises: Prisma.PrismaPromise<unknown>[] = [];
 
@@ -506,14 +552,14 @@ async function uploadObjects(
         },
         create: chunk[0]!,
         update: {},
-      })
+      }),
     );
   });
 
   for (let i = 0; i < promises.length; i++) {
     if (i + 1 >= promises.length || i % Math.ceil(promises.length / 10) === 0)
       logger.info(
-        `Seeding of Sessions ${((i + 1) / promises.length) * 100}% complete`
+        `Seeding of Sessions ${((i + 1) / promises.length) * 100}% complete`,
       );
     await promises[i];
   }
@@ -524,13 +570,13 @@ async function uploadObjects(
     promises.push(
       prisma.trace.createMany({
         data: chunk,
-      })
+      }),
     );
   });
   for (let i = 0; i < promises.length; i++) {
     if (i + 1 >= promises.length || i % Math.ceil(promises.length / 10) === 0)
       logger.info(
-        `Seeding of Traces ${((i + 1) / promises.length) * 100}% complete`
+        `Seeding of Traces ${((i + 1) / promises.length) * 100}% complete`,
       );
     await promises[i];
   }
@@ -540,14 +586,14 @@ async function uploadObjects(
     promises.push(
       prisma.observation.createMany({
         data: chunk,
-      })
+      }),
     );
   });
 
   for (let i = 0; i < promises.length; i++) {
     if (i + 1 >= promises.length || i % Math.ceil(promises.length / 10) === 0)
       logger.info(
-        `Seeding of Observations ${((i + 1) / promises.length) * 100}% complete`
+        `Seeding of Observations ${((i + 1) / promises.length) * 100}% complete`,
       );
     await promises[i];
   }
@@ -557,14 +603,14 @@ async function uploadObjects(
     promises.push(
       prisma.observation.createMany({
         data: chunk,
-      })
+      }),
     );
   });
 
   for (let i = 0; i < promises.length; i++) {
     if (i + 1 >= promises.length || i % Math.ceil(promises.length / 10) === 0)
       logger.info(
-        `Seeding of Events ${((i + 1) / promises.length) * 100}% complete`
+        `Seeding of Events ${((i + 1) / promises.length) * 100}% complete`,
       );
     await promises[i];
   }
@@ -574,13 +620,13 @@ async function uploadObjects(
     promises.push(
       prisma.score.createMany({
         data: chunk,
-      })
+      }),
     );
   });
   for (let i = 0; i < promises.length; i++) {
     if (i + 1 >= promises.length || i % Math.ceil(promises.length / 10) === 0)
       logger.info(
-        `Seeding of Scores ${((i + 1) / promises.length) * 100}% complete`
+        `Seeding of Scores ${((i + 1) / promises.length) * 100}% complete`,
       );
     await promises[i];
   }
@@ -590,13 +636,13 @@ async function uploadObjects(
     promises.push(
       prisma.comment.createMany({
         data: chunk,
-      })
+      }),
     );
   });
   for (let i = 0; i < promises.length; i++) {
     if (i + 1 >= promises.length || i % Math.ceil(promises.length / 10) === 0)
       logger.info(
-        `Seeding of Comments ${((i + 1) / promises.length) * 100}% complete`
+        `Seeding of Comments ${((i + 1) / promises.length) * 100}% complete`,
       );
     await promises[i];
   }
@@ -606,13 +652,13 @@ async function uploadObjects(
     promises.push(
       prisma.annotationQueueItem.createMany({
         data: chunk,
-      })
+      }),
     );
   });
   for (let i = 0; i < promises.length; i++) {
     if (i + 1 >= promises.length || i % Math.ceil(promises.length / 10) === 0)
       logger.info(
-        `Seeding of Annotation Queue Items ${((i + 1) / promises.length) * 100}% complete`
+        `Seeding of Annotation Queue Items ${((i + 1) / promises.length) * 100}% complete`,
       );
     await promises[i];
   }
@@ -634,7 +680,7 @@ function createObjects(
       dataType: ScoreDataType;
       categories: ConfigCategory[] | null;
     }[]
-  >
+  >,
 ) {
   const traces: Prisma.TraceCreateManyInput[] = [];
   const observations: Prisma.ObservationCreateManyInput[] = [];
@@ -649,7 +695,7 @@ function createObjects(
     // print progress to console with a progress bar that refreshes every 10 iterations
     // random date within last 90 days, with a linear bias towards more recent dates
     const traceTs = new Date(
-      Date.now() - Math.floor(Math.random() ** 1.5 * 90 * 24 * 60 * 60 * 1000)
+      Date.now() - Math.floor(Math.random() ** 1.5 * 90 * 24 * 60 * 60 * 1000),
     );
 
     const envTag = envTags[Math.floor(Math.random() * envTags.length)];
@@ -805,11 +851,11 @@ function createObjects(
     for (let j = 0; j < Math.floor(Math.random() * 10) + 1; j++) {
       // add between 1 and 30 ms to trace timestamp
       const spanTsStart = new Date(
-        traceTs.getTime() + Math.floor(Math.random() * 30)
+        traceTs.getTime() + Math.floor(Math.random() * 30),
       );
       // random duration of upto 5000ms
       const spanTsEnd = new Date(
-        spanTsStart.getTime() + Math.floor(Math.random() * 5000)
+        spanTsStart.getTime() + Math.floor(Math.random() * 5000),
       );
 
       const span = {
@@ -844,22 +890,22 @@ function createObjects(
         const generationTsStart = new Date(
           spanTsStart.getTime() +
             Math.floor(
-              Math.random() * (spanTsEnd.getTime() - spanTsStart.getTime())
-            )
+              Math.random() * (spanTsEnd.getTime() - spanTsStart.getTime()),
+            ),
         );
         const generationTsEnd = new Date(
           generationTsStart.getTime() +
             Math.floor(
               Math.random() *
-                (spanTsEnd.getTime() - generationTsStart.getTime())
-            )
+                (spanTsEnd.getTime() - generationTsStart.getTime()),
+            ),
         );
         // somewhere in the middle
         const generationTsCompletionStart = new Date(
           generationTsStart.getTime() +
             Math.floor(
-              (generationTsEnd.getTime() - generationTsStart.getTime()) / 3
-            )
+              (generationTsEnd.getTime() - generationTsStart.getTime()) / 3,
+            ),
         );
 
         const promptTokens = Math.floor(Math.random() * 1000) + 300;
@@ -880,7 +926,7 @@ function createObjects(
         const promptId =
           promptIds.get(projectId)![
             Math.floor(
-              Math.random() * Math.floor(promptIds.get(projectId)!.length / 2)
+              Math.random() * Math.floor(promptIds.get(projectId)!.length / 2),
             )
           ];
 
@@ -962,8 +1008,8 @@ function createObjects(
           const eventTs = new Date(
             spanTsStart.getTime() +
               Math.floor(
-                Math.random() * (spanTsEnd.getTime() - spanTsStart.getTime())
-              )
+                Math.random() * (spanTsEnd.getTime() - spanTsStart.getTime()),
+              ),
           );
 
           events.push({
@@ -985,7 +1031,7 @@ function createObjects(
   }
   // find unique sessions by id and projectid
   const uniqueSessions: Prisma.TraceSessionCreateManyInput[] = Array.from(
-    new Set(sessions.map((session) => JSON.stringify(session)))
+    new Set(sessions.map((session) => JSON.stringify(session))),
   ).map((session) => JSON.parse(session) as Prisma.TraceSessionCreateManyInput);
 
   return {
@@ -1007,65 +1053,64 @@ async function generatePromptsForProject(projects: Project[]) {
     projects.map(async (project) => {
       const promptIdsForProject = await generatePrompts(project);
       promptIds.set(project.id, promptIdsForProject);
-    })
+    }),
   );
   return promptIds;
 }
 
-async function generatePrompts(project: Project) {
-  const promptIds: string[] = [];
-  const prompts = [
-    {
-      id: `prompt-${v4()}`,
-      projectId: project.id,
-      createdBy: "user-1",
-      prompt: "Prompt 1 content",
-      name: "Prompt 1",
-      version: 1,
-      labels: ["production", "latest"],
-    },
-    {
-      id: `prompt-${v4()}`,
-      projectId: project.id,
-      createdBy: "user-1",
-      prompt: "Prompt 2 content",
-      name: "Prompt 2",
-      version: 1,
-      labels: ["production", "latest"],
-    },
-    {
-      id: `prompt-${v4()}`,
-      projectId: project.id,
-      createdBy: "API",
-      prompt: "Prompt 3 content",
-      name: "Prompt 3 by API",
-      version: 1,
-      labels: ["production", "latest"],
-    },
-    {
-      id: `prompt-${v4()}`,
-      projectId: project.id,
-      createdBy: "user-1",
-      prompt: "Prompt 4 content",
-      name: "Prompt 4",
-      version: 1,
-      labels: ["production", "latest"],
-      tags: ["tag1", "tag2"],
-    },
-  ];
+export const SEED_PROMPTS = [
+  {
+    id: `prompt-123`,
+    createdBy: "user-1",
+    prompt: "Prompt 1 content",
+    name: "Prompt 1",
+    version: 1,
+    labels: ["production", "latest"],
+  },
+  {
+    id: `prompt-456`,
+    createdBy: "user-1",
+    prompt: "Prompt 2 content",
+    name: "Prompt 2",
+    version: 1,
+    labels: ["production", "latest"],
+  },
+  {
+    id: `prompt-789`,
+    createdBy: "API",
+    prompt: "Prompt 3 content",
+    name: "Prompt 3 by API",
+    version: 1,
+    labels: ["production", "latest"],
+  },
+  {
+    id: `prompt-abc`,
+    createdBy: "user-1",
+    prompt: "Prompt 4 content",
+    name: "Prompt 4",
+    version: 1,
+    labels: ["production", "latest"],
+    tags: ["tag1", "tag2"],
+  },
+];
 
-  for (const prompt of prompts) {
+export const PROMPT_IDS: string[] = [];
+
+async function generatePrompts(project: Project) {
+  const promptIds = [];
+  for (const prompt of SEED_PROMPTS) {
     await prisma.prompt.upsert({
       where: {
         projectId_name_version: {
-          projectId: prompt.projectId,
+          projectId: prompt.id + project.id,
           name: prompt.name,
           version: prompt.version,
         },
+        id: prompt.id + project.id,
       },
       create: {
-        id: prompt.id,
-        projectId: prompt.projectId,
+        id: prompt.id + project.id,
+        projectId: project.id,
         createdBy: prompt.createdBy,
         prompt: prompt.prompt,
         name: prompt.name,
@@ -1073,9 +1118,7 @@ async function generatePrompts(project: Project) {
         labels: prompt.labels,
         tags: prompt.tags,
       },
-      update: {
-        id: prompt.id,
-      },
+      update: {},
     });
     promptIds.push(prompt.id);
   }
@@ -1129,6 +1172,7 @@ async function generatePrompts(project: Project) {
           name: version.name,
           version: version.version,
         },
+        id: version.id,
       },
       create: {
         id: version.id,
@@ -1159,6 +1203,7 @@ async function generatePrompts(project: Project) {
           name: promptName,
           version: i,
         },
+        id: promptId,
       },
       create: {
         id: promptId,
@@ -1193,7 +1238,7 @@ async function generateConfigsForProject(projects: Project[]) {
     projects.map(async (project) => {
       const configNameAndId = await generateConfigs(project);
       projectIdsToConfigs.set(project.id, configNameAndId);
-    })
+    }),
   );
   return projectIdsToConfigs;
 }
@@ -1343,7 +1388,7 @@ async function generateQueuesForProject(
       dataType: ScoreDataType;
       categories: ConfigCategory[] | null;
     }[]
-  >
+  >,
 ) {
   const projectIdsToQueues: Map<string, string[]> = new Map();
 
@@ -1351,10 +1396,10 @@ async function generateQueuesForProject(
     projects.map(async (project) => {
       const queueIds = await generateQueues(
         project,
-        configIdsAndNames.get(project.id) ?? []
+        configIdsAndNames.get(project.id) ?? [],
       );
       projectIdsToQueues.set(project.id, queueIds);
-    })
+    }),
   );
   return projectIdsToQueues;
 }
@@ -1366,7 +1411,7 @@ async function generateQueues(
     id: string;
     dataType: ScoreDataType;
     categories: ConfigCategory[] | null;
-  }[]
+  }[],
 ) {
   const queue = {
     id: `queue-${v4()}`,

packages/shared/scripts/load-seed.ts

@@ -0,0 +1,134 @@
+import { randomUUID } from "crypto";
+import { prisma } from "../src/db";
+import {
+  clickhouseClient,
+  getDisplaySecretKey,
+  hashSecretKey,
+  logger,
+} from "../src/server";
+import { prepareClickhouse } from "./prepareClickhouse";
+import { redis } from "../src/server";
+
+const createRandomProjectId = () => randomUUID().toString();
+
+const prepareProjectsAndApiKeys = async (
+  numOfProjects: number,
+  opts: { requiredProjectIds: string[] },
+) => {
+  const { requiredProjectIds } = opts;
+  const projectsToCreate = numOfProjects - requiredProjectIds.length;
+  const projectIds = [...requiredProjectIds];
+
+  for (let i = 0; i < projectsToCreate; i++) {
+    projectIds.push(createRandomProjectId());
+  }
+
+  const operations = projectIds.map(async (projectId) => {
+    const orgId = `org-${projectId}`;
+
+    await prisma.organization.upsert({
+      where: { id: orgId },
+      update: {},
+      create: {
+        id: orgId,
+        name: `Organization for ${projectId}`,
+      },
+    });
+
+    await prisma.project.upsert({
+      where: { id: projectId },
+      update: {},
+      create: {
+        id: projectId,
+        name: `Project ${projectId}`,
+        orgId: orgId,
+      },
+    });
+
+    const apiKeyId = `api-key-${projectId}`;
+    const apiKeyExists = await prisma.apiKey.findUnique({
+      where: { id: apiKeyId },
+    });
+    if (!apiKeyExists) {
+      const sk = await hashSecretKey(
+        `sk-${Math.random().toString(36).substr(2, 9)}`,
+      );
+      await prisma.apiKey.create({
+        data: {
+          id: apiKeyId,
+          note: `API Key for ${projectId}`,
+          publicKey: `pk-${Math.random().toString(36).substr(2, 9)}`,
+          hashedSecretKey: sk,
+          displaySecretKey: getDisplaySecretKey(sk),
+          project: {
+            connect: {
+              id: projectId,
+            },
+          },
+        },
+      });
+    }
+  });
+
+  await Promise.all(operations);
+  return projectIds;
+};
+
+async function main() {
+  let numOfProjects = parseInt(process.argv[2], 10);
+  let numberOfDays = parseInt(process.argv[3], 10);
+  let totalObservations = parseInt(process.argv[4], 10);
+
+  logger.info(process.argv);
+  logger.info(
+    `Preparing Clickhouse for ${numOfProjects} projects and ${numberOfDays} days with max Observations ${totalObservations}.`,
+  );
+
+  if (isNaN(totalObservations)) {
+    logger.warn(
+      "Total observations not provided or invalid. Defaulting to 1000 observations.",
+    );
+    totalObservations = 1000;
+  }
+
+  if (isNaN(numOfProjects)) {
+    logger.warn(
+      "Number of projects not provided or invalid. Defaulting to 10 projects.",
+    );
+    numOfProjects = 10;
+  }
+
+  if (isNaN(numberOfDays)) {
+    logger.warn(
+      "Number of days not provided or invalid. Defaulting to 3 days.",
+    );
+    numberOfDays = 3;
+  }
+
+  try {
+    const projectIds = [
+      "7a88fb47-b4e2-43b8-a06c-a5ce950dc53a",
+      "239ad00f-562f-411d-af14-831c75ddd875",
+    ];
+
+    const createdProjectIds = await prepareProjectsAndApiKeys(numOfProjects, {
+      requiredProjectIds: projectIds,
+    });
+
+    await prepareClickhouse(createdProjectIds, {
+      numberOfDays,
+      totalObservations: totalObservations ?? 1000,
+    });
+
+    logger.info("Clickhouse preparation completed successfully.");
+  } catch (error) {
+    logger.error("Error during Clickhouse preparation:", error);
+  } finally {
+    await clickhouseClient().close();
+    await prisma.$disconnect();
+    redis?.disconnect();
+    logger.info("Disconnected from Clickhouse.");
+  }
+}
+
+main();

packages/shared/scripts/prepareClickhouse.ts

@@ -0,0 +1,256 @@
+import { SEED_PROMPTS } from "../prisma/seed";
+import { prisma } from "../src/db";
+import { clickhouseClient, logger } from "../src/server";
+
+function randn_bm(min: number, max: number, skew: number) {
+  let u = 0,
+    v = 0;
+  while (u === 0) u = Math.random(); //Converting [0,1) to (0,1)
+  while (v === 0) v = Math.random();
+  let num = Math.sqrt(-2.0 * Math.log(u)) * Math.cos(2.0 * Math.PI * v);
+
+  num = num / 10.0 + 0.5; // Translate to 0 -> 1
+  if (num > 1 || num < 0)
+    num = randn_bm(min, max, skew); // resample between 0 and 1 if out of range
+  else {
+    num = Math.pow(num, skew); // Skew
+    num *= max - min; // Stretch to fill range
+    num += min; // offset to min
+  }
+  return num;
+}
+
+export const prepareClickhouse = async (
+  projectIds: string[],
+  opts: {
+    numberOfDays: number;
+    totalObservations: number;
+  },
+) => {
+  logger.info(
+    `Preparing Clickhouse for ${projectIds.length} projects and ${opts.numberOfDays} days.`,
+  );
+
+  const projectData = projectIds.map((projectId) => {
+    const observationsPerProject = Math.ceil(
+      randn_bm(0, opts.totalObservations, 2),
+    ); // Skew the number of observations
+
+    const tracesPerProject = Math.floor(observationsPerProject / 6); // On average, one trace should have 6 observations
+    const scoresPerProject = tracesPerProject * 10; // On average, one trace should have 10 scores
+    return {
+      projectId,
+      observationsPerProject,
+      tracesPerProject,
+      scoresPerProject,
+    };
+  });
+
+  for (const data of projectData) {
+    const {
+      projectId,
+      tracesPerProject,
+      observationsPerProject,
+      scoresPerProject,
+    } = data;
+    logger.info(
+      `Preparing Clickhouse for ${projectId}: Traces: ${tracesPerProject}, Scores: ${scoresPerProject}, Observations: ${observationsPerProject}`,
+    );
+
+    const tracesQuery = `
+    INSERT INTO traces
+    SELECT toString(number) AS id,
+      toDateTime(now() - randUniform(0, ${opts.numberOfDays} * 24 * 60 * 60)) AS timestamp,
+      concat('name_', toString(rand() % 100)) AS name,
+      concat('user_id_', toInt64(randExponential(1 / 100))) AS user_id,
+      map('key', 'value') AS metadata,
+      concat('release_', toString(randUniform(0, 100))) AS release,
+      concat('version_', toString(randUniform(0, 100))) AS version,
+      '${projectId}' AS project_id,
+      if(rand() < 0.8, true, false) as public,
+      if(rand() < 0.8, true, false) as bookmarked,
+      array('tag1', 'tag2') as tags,
+      repeat('input', toInt64(randExponential(1 / 100))) AS input,
+      repeat('output', toInt64(randExponential(1 / 100))) AS output,
+      if(randUniform(0, 1) < 0.2, NULL, concat('session_', toString(rand() % 1000))) AS session_id,
+      timestamp AS created_at,
+      timestamp AS updated_at,
+      timestamp AS event_ts,
+      0 AS is_deleted
+    FROM numbers(${tracesPerProject});
+  `;
+
+    const observationsQuery = `
+    INSERT INTO observations
+    SELECT toString(number) AS id,
+      toString(floor(randUniform(0, ${tracesPerProject}))) AS trace_id,
+      '${projectId}' AS project_id,
+      if(randUniform(0, 1) < 0.47, 'GENERATION', if(randUniform(0, 1) < 0.94, 'SPAN', 'EVENT')) AS type,
+      toString(rand()) AS parent_observation_id,
+      toDateTime(now() - randUniform(0, ${opts.numberOfDays} * 24 * 60 * 60)) AS start_time,
+      addSeconds(start_time, if(rand() < 0.6, floor(randUniform(0, 20)), floor(randUniform(0, 3600)))) AS end_time,
+      concat('name', toString(rand() % 100)) AS name,
+      map('key', 'value') AS metadata,
+      if(randUniform(0, 1) < 0.9, 'DEFAULT', if(randUniform(0, 1) < 0.5, 'ERROR', if(randUniform(0, 1) < 0.5, 'DEBUG', 'WARNING'))) AS level,
+      'status_message' AS status_message,
+      'version' AS version,
+      repeat('input', toInt64(randExponential(1 / 100))) AS input,
+      repeat('output', toInt64(randExponential(1 / 100))) AS output,
+      case
+        when number % 2 = 0 then 'claude-3-haiku-20240307'
+        else 'gpt-4'
+      end as provided_model_name,
+      case
+        when number % 2 = 0 then 'cltr0w45b000008k1407o9qv1'
+        else 'clrntkjgy000f08jx79v9g1xj'
+      end as internal_model_id,
+      '{"temperature": 0.7, "max_tokens": 150}' AS model_parameters,
+      map('input', toUInt64(randUniform(0, 1000)), 'output', toUInt64(randUniform(0, 1000)), 'total', toUInt64(randUniform(0, 2000))) AS provided_usage_details,
+      map('input', toUInt64(randUniform(0, 1000)), 'output', toUInt64(randUniform(0, 1000)), 'total', toUInt64(randUniform(0, 2000))) AS usage_details,
+      map('input', toDecimal64(randUniform(0, 1000), 12), 'output', toDecimal64(randUniform(0, 1000), 12), 'total', toDecimal64(randUniform(0, 2000), 12)) AS provided_cost_details,
+      map('input', toDecimal64(randUniform(0, 1000), 12), 'output', toDecimal64(randUniform(0, 1000), 12), 'total', toDecimal64(randUniform(0, 2000), 12)) AS cost_details,
+      toDecimal64(randUniform(0, 2000), 12) AS total_cost,
+      addMilliseconds(start_time, if(rand() < 0.6, floor(randUniform(0, 500)), floor(randUniform(0, 600)))) AS completion_start_time,
+      array(${SEED_PROMPTS.map((p) => `concat('${p.id}',project_id)`).join(
+        ",",
+      )})[(number % ${SEED_PROMPTS.length})+1] AS prompt_id,
+      array(${SEED_PROMPTS.map((p) => `'${p.name}'`).join(
+        ",",
+      )})[(number % ${SEED_PROMPTS.length})+1] AS prompt_name,
+      array(${SEED_PROMPTS.map((p) => `'${p.version}'`).join(
+        ",",
+      )})[(number % ${SEED_PROMPTS.length})+1] AS prompt_version,
+      start_time AS created_at,
+      start_time AS updated_at,
+      start_time AS event_ts,
+      0 AS is_deleted
+    FROM numbers(${observationsPerProject});
+  `;
+
+    console.log(observationsQuery);
+
+    const scoresQuery = `
+    INSERT INTO scores
+    SELECT toString(floor(randUniform(0, 100))) AS id,
+      toDateTime(now() - randUniform(0, ${opts.numberOfDays} * 24 * 60 * 60)) AS timestamp,
+      '${projectId}' AS project_id,
+      toString(floor(randUniform(0, ${tracesPerProject}))) AS trace_id,
+      if(
+        rand() > 0.9,
+        toString(floor(randUniform(0, ${observationsPerProject}))),
+        NULL
+      ) AS observation_id,
+      concat('name_', toString(rand() % 10)) AS name,
+      randUniform(0, 100) as value,
+      'API' as source,
+      'comment' as comment,
+      toString(rand() % 100) as author_user_id,
+      toString(rand() % 100) as config_id,
+      if (rand() < 0.33, 'NUMERIC', if (rand() < 0.5, 'CATEGORICAL', 'BOOLEAN')) as data_type,
+      toString(rand() % 100) as string_value,
+      NULL as queue_id,
+      timestamp AS created_at,
+      timestamp AS updated_at,
+      timestamp AS event_ts,
+      0 AS is_deleted
+    FROM numbers(${scoresPerProject});
+  `;
+
+    const queries = [tracesQuery, scoresQuery, observationsQuery];
+
+    for (const query of queries) {
+      logger.info(`Executing query: ${query}`);
+      await clickhouseClient().command({
+        query,
+        clickhouse_settings: {
+          wait_end_of_query: 1,
+        },
+      });
+    }
+    // we also need to upsert trace sessions in postgres
+
+    const sessionQuery = `
+      SELECT session_id, project_id
+      FROM traces 
+      WHERE session_id IS NOT NULL;
+    `;
+    const sessionResult = await clickhouseClient().query({
+      query: sessionQuery,
+      format: "JSONEachRow",
+    });
+
+    const sessionData = await sessionResult.json<{
+      session_id: string;
+      project_id: string;
+    }>();
+
+    const idProjectIdCombinations = sessionData.map((session) => ({
+      id: session.session_id,
+      projectId: session.project_id,
+      public: Math.random() < 0.1,
+      bookmarked: Math.random() < 0.1,
+    }));
+
+    await prisma.traceSession.createMany({
+      data: idProjectIdCombinations,
+      skipDuplicates: true,
+    });
+  }
+
+  const tables = ["traces", "scores", "observations"];
+  for (const table of tables) {
+    const query = `
+            SELECT
+            project_id,
+            count() AS per_project_count,
+            bar(per_project_count, 0, (
+                SELECT count(*)
+                FROM ${table}
+            ), 50) AS bar_representation
+          FROM ${table}
+          GROUP BY project_id
+          ORDER BY count() desc
+          `;
+
+    const result = await clickhouseClient().query({
+      query,
+      format: "TabSeparated",
+    });
+
+    logger.info(
+      `${table.charAt(0).toUpperCase() + table.slice(1)} per Project: \n` +
+        (await result.text()),
+    );
+  }
+
+  const tablesWithDateColumns = [
+    { name: "traces", dateColumn: "timestamp" },
+    { name: "scores", dateColumn: "timestamp" },
+    { name: "observations", dateColumn: "start_time" },
+  ];
+
+  for (const { name: table, dateColumn } of tablesWithDateColumns) {
+    const query = `
+            SELECT
+            toDate(${dateColumn}) AS event_date,
+            count() AS per_date_count,
+            bar(per_date_count, 0, (
+                SELECT count(*)
+                FROM ${table}
+            ), 50) AS bar_representation
+          FROM ${table}
+          GROUP BY event_date
+          ORDER BY event_date desc
+          `;
+
+    const result = await clickhouseClient().query({
+      query,
+      format: "TabSeparated",
+    });
+
+    logger.info(
+      `${table.charAt(0).toUpperCase() + table.slice(1)} per Date: \n` +
+        (await result.text()),
+    );
+  }
+};

packages/shared/src/db.ts

@@ -21,37 +21,40 @@ export class PrismaClientSingleton {
       return PrismaClientSingleton.instance;
     }
 
-    const client = new PrismaClient<
-      Prisma.PrismaClientOptions,
-      "warn" | "error" | "query"
-    >({
-      log: [
-        { emit: "event", level: "query" },
-        { emit: "event", level: "error" },
-        { emit: "event", level: "warn" },
-      ],
-    });
-
-    if (env.NODE_ENV === "development") {
-      client.$on("query", (event) => {
-        logger.info(`prisma:query ${event.query}, ${event.duration}ms`);
-      });
-    }
-
-    client.$on("warn", (event) => {
-      logger.warn(`prisma:warn ${event.message}`);
-    });
-
-    client.$on("error", (event) => {
-      logger.error(`prisma:error ${event.message}`);
-    });
-
-    PrismaClientSingleton.instance = client;
+    PrismaClientSingleton.instance = createPrismaInstance();
 
     return PrismaClientSingleton.instance;
   }
 }
 
+const createPrismaInstance = () => {
+  const client = new PrismaClient<
+    Prisma.PrismaClientOptions,
+    "warn" | "error" | "query"
+  >({
+    log: [
+      { emit: "event", level: "query" },
+      { emit: "event", level: "error" },
+      { emit: "event", level: "warn" },
+    ],
+  });
+
+  if (env.NODE_ENV === "development") {
+    client.$on("query", (event) => {
+      logger.info(`prisma:query ${event.query}, ${event.duration}ms`);
+    });
+  }
+
+  client.$on("warn", (event) => {
+    logger.warn(`prisma:warn ${event.message}`);
+  });
+
+  client.$on("error", (event) => {
+    logger.error(`prisma:error ${event.message}`);
+  });
+  return client;
+};
+
 export class KyselySingleton {
   private static instance: { $kysely: Kysely<DB> };
 
@@ -73,7 +76,7 @@ export class KyselySingleton {
               createQueryCompiler: () => new PostgresQueryCompiler(),
             },
           }),
-      })
+      }),
     );
 
     return KyselySingleton.instance;
@@ -86,7 +89,7 @@ declare const globalThis: {
 } & typeof global;
 
 if (process.env.NODE_ENV === "development") {
-  globalThis.prismaGlobal ??= new PrismaClient(); // regular instantiation
+  globalThis.prismaGlobal ??= createPrismaInstance(); // regular instantiation
   globalThis.kyselyPrismaGlobal ??= globalThis.prismaGlobal.$extends(
     kyselyExtension({
       kysely: (driver) =>
@@ -100,9 +103,9 @@ if (process.env.NODE_ENV === "development") {
             createQueryCompiler: () => new PostgresQueryCompiler(),
           },
         }),
-    })
+    }),
   );
-};
+}
 
 export const prisma =
   globalThis.prismaGlobal ?? PrismaClientSingleton.getInstance();

packages/shared/src/env.ts

@@ -5,6 +5,7 @@ const EnvSchema = z.object({
   NODE_ENV: z
     .enum(["development", "test", "production"])
     .default("development"),
+  NEXTAUTH_URL: z.string().url().optional(),
   REDIS_HOST: z.string().nullish(),
   REDIS_PORT: z.coerce
     .number({
@@ -22,28 +23,56 @@ const EnvSchema = z.object({
     .string()
     .length(
       64,
-      "ENCRYPTION_KEY must be 256 bits, 64 string characters in hex format, generate via: openssl rand -hex 32"
+      "ENCRYPTION_KEY must be 256 bits, 64 string characters in hex format, generate via: openssl rand -hex 32",
     )
     .optional(),
   LANGFUSE_CACHE_PROMPT_ENABLED: z.enum(["true", "false"]).default("false"),
   LANGFUSE_CACHE_PROMPT_TTL_SECONDS: z.coerce.number().default(60 * 60),
-  CLICKHOUSE_URL: z.string().url().optional(),
-  CLICKHOUSE_USER: z.string().optional(),
-  CLICKHOUSE_PASSWORD: z.string().optional(),
-  LANGFUSE_INGESTION_FLUSH_DELAY_MS: z.coerce
+  CLICKHOUSE_URL: z.string().url(),
+  CLICKHOUSE_USER: z.string(),
+  CLICKHOUSE_PASSWORD: z.string(),
+  LANGFUSE_SDK_CI_SYNC_PROCESSING_ENABLED: z
+    .enum(["true", "false"])
+    .default("false"),
+  LANGFUSE_CLICKHOUSE_INGESTION_ENABLED: z
+    .enum(["true", "false"])
+    .default("true"),
+  LANGFUSE_POSTGRES_INGESTION_ENABLED: z
+    .enum(["true", "false"])
+    .default("false"),
+
+  LANGFUSE_INGESTION_QUEUE_DELAY_MS: z.coerce
     .number()
     .nonnegative()
-    .default(10000),
-  LANGFUSE_INGESTION_FLUSH_ATTEMPTS: z.coerce.number().positive().default(3),
-  LANGFUSE_INGESTION_BUFFER_TTL_SECONDS: z.coerce
-    .number()
-    .positive()
-    .default(60 * 10),
+    .default(15_000),
   SALT: z.string().optional(), // used by components imported by web package
   LANGFUSE_LOG_LEVEL: z
     .enum(["trace", "debug", "info", "warn", "error", "fatal"])
     .optional(),
   LANGFUSE_LOG_FORMAT: z.enum(["text", "json"]).default("text"),
+  ENABLE_AWS_CLOUDWATCH_METRIC_PUBLISHING: z
+    .enum(["true", "false"])
+    .default("false"),
+  LANGFUSE_S3_EVENT_UPLOAD_BUCKET: z.string({
+    required_error: "Langfuse requires a bucket name for S3 Event Uploads.",
+  }),
+  LANGFUSE_S3_EVENT_UPLOAD_PREFIX: z.string().default(""),
+  LANGFUSE_S3_EVENT_UPLOAD_REGION: z.string().optional(),
+  LANGFUSE_S3_EVENT_UPLOAD_ENDPOINT: z.string().optional(),
+  LANGFUSE_S3_EVENT_UPLOAD_ACCESS_KEY_ID: z.string().optional(),
+  LANGFUSE_S3_EVENT_UPLOAD_SECRET_ACCESS_KEY: z.string().optional(),
+  LANGFUSE_S3_EVENT_UPLOAD_FORCE_PATH_STYLE: z
+    .enum(["true", "false"])
+    .default("false"),
+  LANGFUSE_USE_AZURE_BLOB: z.enum(["true", "false"]).default("false"),
+  STRIPE_SECRET_KEY: z.string().optional(),
+
+  LANGFUSE_S3_CORE_DATA_EXPORT_IS_ENABLED: z
+    .enum(["true", "false"])
+    .default("false"),
 });
 
-export const env = EnvSchema.parse(removeEmptyEnvVariables(process.env));
+export const env: z.infer<typeof EnvSchema> =
+  process.env.DOCKER_BUILD === "1"
+    ? (process.env as any)
+    : EnvSchema.parse(removeEmptyEnvVariables(process.env));

packages/shared/src/features/comments/types.ts

@@ -1,5 +1,7 @@
 import { z } from "zod";
 
+const MAX_COMMENT_LENGTH = 3000;
+
 const COMMENT_OBJECT_TYPES = [
   "TRACE",
   "OBSERVATION",
@@ -9,7 +11,7 @@ const COMMENT_OBJECT_TYPES = [
 
 export const CreateCommentData = z.object({
   projectId: z.string(),
-  content: z.string().trim().min(1).max(500),
+  content: z.string().trim().min(1).max(MAX_COMMENT_LENGTH),
   objectId: z.string(),
   objectType: z.enum(COMMENT_OBJECT_TYPES),
 });

packages/shared/src/features/entitlements/plans.ts

@@ -3,15 +3,17 @@ export const planLabels = {
   "cloud:hobby": "Hobby",
   "cloud:pro": "Pro",
   "cloud:team": "Team",
-  "self-hosted:enterprise": "Enterprise",
+  "self-hosted:pro": "Pro (self-hosted)",
+  "self-hosted:enterprise": "Enterprise (self-hosted)",
 } as const;
 
 export type Plan = keyof typeof planLabels;
 
 export const plans = Object.keys(planLabels) as Plan[];
 
-// This function is kept here to ensure consistency when updating plan names in the future.
+// These functions are kept here to ensure consistency when updating plan names in the future.
 export const isCloudPlan = (plan: Plan) => plan.startsWith("cloud");
+export const isSelfHostedPlan = (plan: Plan) => plan.startsWith("self-hosted");
 
 export const isPlan = (value: string): value is Plan =>
   plans.includes(value as Plan);

packages/shared/src/features/evals/types.ts

@@ -5,6 +5,7 @@ export const langfuseObjects = [
   "span",
   "generation",
   "event",
+  "dataset_item",
 ] as const;
 
 // variable mapping stored in the db for eval templates
@@ -21,7 +22,7 @@ export const variableMapping = z
     (value) => value.langfuseObject === "trace" || value.objectName !== null,
     {
       message: "objectName is required for langfuseObjects other than trace",
-    }
+    },
   );
 
 export const variableMappingList = z.array(variableMapping);
@@ -44,7 +45,7 @@ const observationCols = [
   { name: "Output", id: "output", internal: 'o."output"' },
 ];
 
-export const availableEvalVariables = [
+export const availableTraceEvalVariables = [
   {
     id: "trace",
     display: "Trace",
@@ -76,6 +77,28 @@ export const availableEvalVariables = [
   },
 ];
 
+export const availableDatasetEvalVariables = [
+  {
+    id: "dataset_item",
+    display: "Dataset item",
+    availableColumns: [
+      {
+        name: "Metadata",
+        id: "metadata",
+        type: "stringObject",
+        internal: 'd."metadata"',
+      },
+      { name: "Input", id: "input", internal: 'd."input"' },
+      {
+        name: "Expected output",
+        id: "expected_output",
+        internal: 'd."expected_output"',
+      },
+    ],
+  },
+  ...availableTraceEvalVariables,
+];
+
 export const OutputSchema = z.object({
   reasoning: z.string(),
   score: z.string(),
@@ -83,6 +106,7 @@ export const OutputSchema = z.object({
 
 export enum EvalTargetObject {
   Trace = "trace",
+  Dataset = "dataset",
 }
 
 export const DEFAULT_TRACE_JOB_DELAY = 10_000;

packages/shared/src/features/experiments/utils.ts

@@ -0,0 +1,15 @@
+import { Prisma } from "../../db";
+
+export const datasetItemMatchesVariable = (
+  input: Prisma.JsonValue,
+  variable: string,
+) => {
+  if (
+    input === null ||
+    input === undefined ||
+    typeof input !== "object" ||
+    Array.isArray(input)
+  )
+    return false;
+  return Object.keys(input).includes(variable);
+};

packages/shared/src/features/scores/index.ts

@@ -0,0 +1,3 @@
+export * from "./scoreTypes";
+export * from "./types";
+export * from "./scoreConfigTypes";

packages/shared/src/features/scores/scoreConfigTypes.ts

@@ -6,7 +6,7 @@ import { isPresent } from "../../utils/typeChecks";
 import {
   jsonSchema,
   paginationMetaResponseZod,
-  paginationZod,
+  publicApiPaginationZod,
 } from "../../utils/zod";
 
 /**
@@ -17,7 +17,7 @@ export type ValidatedScoreConfig = z.infer<typeof ValidatedScoreConfigSchema>;
 
 const validateCategories = (
   categories: ConfigCategory[],
-  ctx: z.RefinementCtx
+  ctx: z.RefinementCtx,
 ) => {
   const uniqueNames = new Set<string>();
   const uniqueValues = new Set<number>();
@@ -94,7 +94,7 @@ const BooleanScoreConfig = z.object({
       return categories.every(
         (category, index) =>
           category.label === expectedCategories[index].label &&
-          category.value === expectedCategories[index].value
+          category.value === expectedCategories[index].value,
       );
     }),
 });
@@ -123,7 +123,7 @@ const ValidatedScoreConfigSchema = z
         minValue: z.undefined().nullish(),
         dataType: z.literal("CATEGORICAL"),
         categories: Categories.superRefine(validateCategories),
-      })
+      }),
     ),
     ScoreConfigBase.merge(BooleanScoreConfig),
   ])
@@ -150,7 +150,7 @@ const ValidatedScoreConfigSchema = z
  */
 export const filterAndValidateDbScoreConfigList = (
   scoreConfigs: ScoreConfigDbType[],
-  onParseError?: (error: z.ZodError) => void
+  onParseError?: (error: z.ZodError) => void,
 ): ValidatedScoreConfig[] =>
   scoreConfigs.reduce((acc, ts) => {
     const result = ValidatedScoreConfigSchema.safeParse(ts);
@@ -170,7 +170,7 @@ export const filterAndValidateDbScoreConfigList = (
  * @throws error if score fails validation
  */
 export const validateDbScoreConfig = (
-  scoreConfig: ScoreConfigDbType
+  scoreConfig: ScoreConfigDbType,
 ): ValidatedScoreConfig => ValidatedScoreConfigSchema.parse(scoreConfig);
 
 /**
@@ -205,7 +205,7 @@ export const PostScoreConfigBody = z
       z.object({
         dataType: z.literal("BOOLEAN"),
         categories: z.undefined().nullish(),
-      })
+      }),
     ),
   ])
   .superRefine((data, ctx) => {
@@ -227,7 +227,7 @@ export const PostScoreConfigResponse = ValidatedScoreConfigSchema;
 
 // GET /score-configs
 export const GetScoreConfigsQuery = z.object({
-  ...paginationZod,
+  ...publicApiPaginationZod,
 });
 
 export const GetScoreConfigsResponse = z.object({

packages/shared/src/features/scores/scoreTypes.ts

@@ -6,7 +6,7 @@ import { isPresent, stringDateTime } from "../../utils/typeChecks";
 import {
   NonEmptyString,
   paginationMetaResponseZod,
-  paginationZod,
+  publicApiPaginationZod,
 } from "../../utils/zod";
 import { Category as ConfigCategory } from "./scoreConfigTypes";
 
@@ -55,6 +55,7 @@ const ScoreBase = z.object({
   configId: z.string().nullish(),
   createdAt: z.coerce.date(),
   updatedAt: z.coerce.date(),
+  queueId: z.string().nullish(),
 });
 
 const BaseScoreBody = z.object({
@@ -230,10 +231,12 @@ export const PostScoresResponse = z.object({ id: z.string() });
 
 // GET /scores
 export const GetScoresQuery = z.object({
-  ...paginationZod,
+  ...publicApiPaginationZod,
   userId: z.string().nullish(),
   dataType: z.enum(ScoreDataType).nullish(),
   configId: z.string().nullish(),
+  queueId: z.string().nullish(),
+  traceTags: z.union([z.array(z.string()), z.string()]).nullish(),
   name: z.string().nullish(),
   fromTimestamp: stringDateTime,
   toTimestamp: stringDateTime,
@@ -255,6 +258,7 @@ const LegacyGetScoreResponseDataV1 = z.intersection(
   z.object({
     trace: z.object({
       userId: z.string().nullish(),
+      tags: z.array(z.string()).nullish(),
     }),
   }),
 );

packages/shared/src/features/scores/types.ts

@@ -0,0 +1,37 @@
+import { ScoreDataType, ScoreSource } from "@prisma/client";
+
+export type CategoricalAggregate = {
+  type: "CATEGORICAL";
+  values: string[];
+  valueCounts: { value: string; count: number }[];
+  comment?: string | null;
+};
+
+export type NumericAggregate = {
+  type: "NUMERIC";
+  values: number[];
+  average: number;
+  comment?: string | null;
+};
+
+export type ScoreAggregate = Record<
+  string,
+  CategoricalAggregate | NumericAggregate
+>;
+
+export type ScoreSimplified = {
+  name: string;
+  dataType: ScoreDataType;
+  source: ScoreSource;
+  value?: number | null;
+  comment?: string | null;
+  stringValue?: string | null;
+};
+
+export type LastUserScore = ScoreSimplified & {
+  timestamp: string;
+  traceId: string;
+  observationId?: string | null;
+
+  userId: string;
+};

packages/shared/src/index.ts

@@ -6,16 +6,15 @@ export * from "./interfaces/parseDbOrg";
 export * from "./interfaces/customLLMProviderConfigSchemas";
 export * from "./tableDefinitions";
 export * from "./types";
-export * from "./tracesTable";
-export * from "./server/auth/apiKeys";
+export * from "./tableDefinitions/tracesTable";
 export * from "./observationsTable";
 export * from "./utils/zod";
 export * from "./utils/json";
+export * from "./utils/stringChecks";
 export * from "./utils/objects";
 export * from "./utils/typeChecks";
 export * from "./features/entitlements/plans";
 export * from "./interfaces/rate-limits";
-export { env } from "./env";
 
 // llm api
 export * from "./server/llm/types";
@@ -28,12 +27,14 @@ export * from "./features/batchExport/types";
 export * from "./features/annotation/types";
 
 // scores
-export * from "./features/scores/scoreConfigTypes";
-export * from "./features/scores/scoreTypes";
+export * from "./features/scores";
 
 // comments
 export * from "./features/comments/types";
 
+// experiments
+export * from "./features/experiments/utils";
+
 // export db types only
 export * from "@prisma/client";
 export { type DB } from "../prisma/generated/types";

packages/shared/src/interfaces/customLLMProviderConfigSchemas.ts

@@ -10,3 +10,19 @@ export const BedrockCredentialSchema = z
   })
   .optional();
 export type BedrockCredential = z.infer<typeof BedrockCredentialSchema>;
+
+export const GCPServiceAccountKeySchema = z.object({
+  type: z.literal("service_account"),
+  project_id: z.string(),
+  private_key_id: z.string(),
+  private_key: z.string(),
+  client_email: z.string(),
+  client_id: z.string(),
+  auth_uri: z.string(),
+  token_uri: z.string(),
+  auth_provider_x509_cert_url: z.string(),
+  client_x509_cert_url: z.string(),
+});
+
+export type GCPServiceAccountKey = z.infer<typeof GCPServiceAccountKeySchema>;
+export default GCPServiceAccountKeySchema;

packages/shared/src/interfaces/filters.ts

@@ -15,6 +15,7 @@ export const filterOperators = {
   ],
   numberObject: ["=", ">", "<", ">=", "<="],
   boolean: ["=", "<>"],
+  null: ["is null", "is not null"],
 } as const;
 
 export const timeFilter = z.object({
@@ -68,6 +69,12 @@ export const booleanFilter = z.object({
   operator: z.enum(filterOperators.boolean),
   value: z.boolean(),
 });
+export const nullFilter = z.object({
+  type: z.literal("null"),
+  column: z.string(),
+  operator: z.enum(filterOperators.null),
+  value: z.literal(""),
+});
 export const singleFilter = z.discriminatedUnion("type", [
   timeFilter,
   stringFilter,
@@ -77,4 +84,5 @@ export const singleFilter = z.discriminatedUnion("type", [
   stringObjectFilter,
   numberObjectFilter,
   booleanFilter,
+  nullFilter,
 ]);

packages/shared/src/observationsTable.ts

@@ -112,6 +112,14 @@ export const observationsTableCols: ColumnDefinition[] = [
     options: [], // to be added at runtime
     nullable: true,
   },
+  {
+    name: "Model ID",
+    id: "modelId",
+    type: "stringOptions",
+    internal: 'o."internal_model_id"',
+    options: [], // to be added at runtime
+    nullable: true,
+  },
   {
     name: "Input Tokens",
     id: "inputTokens",
@@ -186,6 +194,7 @@ export const observationsTableCols: ColumnDefinition[] = [
 // allows for undefined options, to offer filters while options are still loading
 export type ObservationOptions = {
   model: Array<OptionsDefinition>;
+  modelId: Array<OptionsDefinition>;
   name: Array<OptionsDefinition>;
   traceName: Array<OptionsDefinition>;
   scores_avg: Array<string>;
@@ -194,12 +203,15 @@ export type ObservationOptions = {
 };
 
 export function observationsTableColsWithOptions(
-  options?: ObservationOptions
+  options?: ObservationOptions,
 ): ColumnDefinition[] {
   return observationsTableCols.map((col) => {
     if (col.id === "model") {
       return { ...col, options: options?.model ?? [] };
     }
+    if (col.id === "modelId") {
+      return { ...col, options: options?.modelId ?? [] };
+    }
     if (col.id === "name") {
       return { ...col, options: options?.name ?? [] };
     }

packages/shared/src/server/auth/gitHubEnterpriseProvider.ts

@@ -0,0 +1,65 @@
+import type { OAuthConfig, OAuthUserConfig } from "next-auth/providers/oauth";
+import type { GithubProfile, GithubEmail } from "next-auth/providers/github";
+
+export function GitHubEnterpriseProvider<P extends GithubProfile>(
+    options: OAuthUserConfig<P> & {
+        enterprise?: {
+            baseUrl?: string;
+        };
+    }
+): OAuthConfig<P> {
+    const baseUrl = options?.enterprise?.baseUrl ?? "https://github.com"
+    const apiBaseUrl = options?.enterprise?.baseUrl
+        ? `${options?.enterprise?.baseUrl}/api/v3`
+        : "https://api.github.com"
+
+    return {
+        id: "github-enterprise",
+        name: "GitHub Enterprise",
+        type: "oauth",
+        authorization: {
+            url: `${baseUrl}/login/oauth/authorize`,
+            params: { scope: "read:user user:email" },
+        },
+        token: `${baseUrl}/login/oauth/access_token`,
+        userinfo: {
+            url: `${apiBaseUrl}/user`,
+            async request({ client, tokens }) {
+                const profile = await client.userinfo(tokens.access_token!)
+
+                if (!profile.email) {
+                    // If the user does not have a public email, get another via the GitHub API
+                    // See https://docs.github.com/en/rest/users/emails#list-email-addresses-for-the-authenticated-user
+                    const res = await fetch(`${apiBaseUrl}/user/emails`, {
+                        headers: { Authorization: `token ${tokens.access_token}` },
+                    })
+
+                    if (res.ok) {
+                        const emails: GithubEmail[] = await res.json()
+                        profile.email = (emails.find((e) => e.primary) ?? emails[0]).email
+                    }
+                }
+
+                return profile
+            },
+        },
+        profile(profile) {
+            return {
+                id: profile.id.toString(),
+                name: profile.name ?? profile.login,
+                email: profile.email,
+                image: profile.avatar_url,
+            }
+        },
+        style: {
+            logo: "https://raw.githubusercontent.com/nextauthjs/next-auth/main/packages/next-auth/provider-logos/github.svg",
+            logoDark:
+                "https://raw.githubusercontent.com/nextauthjs/next-auth/main/packages/next-auth/provider-logos/github-dark.svg",
+            bg: "#fff",
+            bgDark: "#000",
+            text: "#000",
+            textDark: "#fff",
+        },
+        options,
+    }
+}

packages/shared/src/server/clickhouse.ts

@@ -1,16 +0,0 @@
-import { createClient } from "@clickhouse/client";
-
-import { env } from "../env";
-
-export type ClickhouseClientType = ReturnType<typeof createClient>;
-
-export const clickhouseClient = createClient({
-  url: env.CLICKHOUSE_URL,
-  username: env.CLICKHOUSE_USER,
-  password: env.CLICKHOUSE_PASSWORD,
-  database: "default",
-  clickhouse_settings: {
-    async_insert: 1,
-    wait_for_async_insert: 1, // if disabled, we won't get errors from clickhouse
-  },
-});

packages/shared/src/server/clickhouse/client.ts

@@ -0,0 +1,28 @@
+import { createClient } from "@clickhouse/client";
+import { env } from "../../env";
+import { NodeClickHouseClientConfigOptions } from "@clickhouse/client/dist/config";
+
+export type ClickhouseClientType = ReturnType<typeof createClient>;
+
+export const clickhouseClient = (opts?: NodeClickHouseClientConfigOptions) =>
+  createClient({
+    ...opts,
+    url: env.CLICKHOUSE_URL,
+    username: env.CLICKHOUSE_USER,
+    password: env.CLICKHOUSE_PASSWORD,
+    database: "default",
+    clickhouse_settings: {
+      async_insert: 1,
+      wait_for_async_insert: 1, // if disabled, we won't get errors from clickhouse
+    },
+  });
+
+export const defaultClickhouseClient = clickhouseClient();
+/**
+ * Accepts a JavaScript date and returns the DateTime in format YYYY-MM-DD HH:MM:SS
+ */
+
+export const convertDateToClickhouseDateTime = (date: Date): string => {
+  // 2024-11-06T20:37:00.123Z -> 2024-11-06 21:37:00.123
+  return date.toISOString().replace("T", " ").replace("Z", "");
+};

packages/shared/src/server/clickhouse/schema.ts

@@ -0,0 +1,7 @@
+export const ClickhouseTableNames = {
+  traces: "traces",
+  observations: "observations",
+  scores: "scores",
+} as const;
+
+export type ClickhouseTableName = keyof typeof ClickhouseTableNames;

packages/shared/src/server/clickhouse/schemaUtils.ts

@@ -0,0 +1,37 @@
+import { LangfuseNotFoundError } from "../../errors";
+import { eventTypes } from "../ingestion/types";
+import { ClickhouseTableName, ClickhouseTableNames } from "./schema";
+
+export const isValidTableName = (
+  tableName: string,
+): tableName is ClickhouseTableName =>
+  Object.keys(ClickhouseTableNames).includes(tableName);
+
+export type IngestionEntityTypes =
+  | "trace"
+  | "observation"
+  | "score"
+  | "sdk_log";
+
+export const getClickhouseEntityType = (
+  eventType: string,
+): IngestionEntityTypes => {
+  switch (eventType) {
+    case eventTypes.TRACE_CREATE:
+      return "trace";
+    case eventTypes.OBSERVATION_CREATE:
+    case eventTypes.OBSERVATION_UPDATE:
+    case eventTypes.EVENT_CREATE:
+    case eventTypes.SPAN_CREATE:
+    case eventTypes.SPAN_UPDATE:
+    case eventTypes.GENERATION_CREATE:
+    case eventTypes.GENERATION_UPDATE:
+      return "observation";
+    case eventTypes.SCORE_CREATE:
+      return "score";
+    case eventTypes.SDK_LOG:
+      return "sdk_log";
+    default:
+      throw new LangfuseNotFoundError(`Unknown event type: ${eventType}`);
+  }
+};