chore(deps): bump boto3 from 1.38.16 to 1.38.32

Bumps [boto3](https://github.com/boto/boto3) from 1.38.16 to 1.38.32.
- [Release notes](https://github.com/boto/boto3/releases)
- [Commits](https://github.com/boto/boto3/compare/1.38.16...1.38.32)

---
updated-dependencies:
- dependency-name: boto3
  dependency-version: 1.38.32
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>

.github/composite-actions/update-keys/action.yml

@@ -47,6 +47,7 @@ runs:
             "JWT_SECRET:.global.jwtSecret"
             "JWT_SPOT_REFRESH_SECRET:.chalice.env.JWT_SPOT_REFRESH_SECRET"
             "JWT_SPOT_SECRET:.global.jwtSpotSecret"
+            "JWT_SECRET:.global.tokenSecret"
             "LICENSE_KEY:.global.enterpriseEditionLicense"
             "MINIO_ACCESS_KEY:.global.s3.accessKey"
             "MINIO_SECRET_KEY:.global.s3.secretKey"

.github/workflows/alerts-ee.yaml

@@ -130,7 +130,7 @@ jobs:
           cat /tmp/image_override.yaml
           # Deploy command
           mkdir -p /tmp/charts
-          mv openreplay/charts/{ingress-nginx,alerts,quickwit,connector} /tmp/charts/
+          mv openreplay/charts/{ingress-nginx,alerts,quickwit,connector,assist-api} /tmp/charts/
           rm -rf  openreplay/charts/*
           mv /tmp/charts/* openreplay/charts/
           helm template openreplay -n app openreplay -f vars.yaml -f /tmp/image_override.yaml --set ingress-nginx.enabled=false --set skipMigration=true --no-hooks --kube-version=$k_version | kubectl apply -f -

.github/workflows/alerts.yaml

@@ -130,7 +130,7 @@ jobs:
           cat /tmp/image_override.yaml
           # Deploy command
           mkdir -p /tmp/charts
-          mv openreplay/charts/{ingress-nginx,alerts,quickwit,connector} /tmp/charts/
+          mv openreplay/charts/{ingress-nginx,alerts,quickwit,connector,assist-api} /tmp/charts/
           rm -rf  openreplay/charts/*
           mv /tmp/charts/* openreplay/charts/
           helm template openreplay -n app openreplay -f vars.yaml -f /tmp/image_override.yaml --set ingress-nginx.enabled=false --set skipMigration=true --no-hooks | kubectl apply -n app -f -

.github/workflows/api-ee.yaml

@@ -127,7 +127,7 @@ jobs:
           cat /tmp/image_override.yaml
           # Deploy command
           mkdir -p /tmp/charts
-          mv openreplay/charts/{ingress-nginx,chalice,quickwit,connector} /tmp/charts/
+          mv openreplay/charts/{ingress-nginx,chalice,quickwit,connector,assist-api} /tmp/charts/
           rm -rf  openreplay/charts/*
           mv /tmp/charts/* openreplay/charts/
           helm template openreplay -n app openreplay -f vars.yaml -f /tmp/image_override.yaml --set ingress-nginx.enabled=false --set skipMigration=true --no-hooks --kube-version=$k_version | kubectl apply -f -

.github/workflows/api.yaml

@@ -120,7 +120,7 @@ jobs:
           cat /tmp/image_override.yaml
           # Deploy command
           mkdir -p /tmp/charts
-          mv openreplay/charts/{ingress-nginx,chalice,quickwit,connector} /tmp/charts/
+          mv openreplay/charts/{ingress-nginx,chalice,quickwit,connector,assist-api} /tmp/charts/
           rm -rf  openreplay/charts/*
           mv /tmp/charts/* openreplay/charts/
           helm template openreplay -n app openreplay -f vars.yaml -f /tmp/image_override.yaml --set ingress-nginx.enabled=false --set skipMigration=true --no-hooks | kubectl apply -n app -f -

.github/workflows/assist-ee.yaml

@@ -113,7 +113,7 @@ jobs:
           cat /tmp/image_override.yaml
           # Deploy command
           mkdir -p /tmp/charts
-          mv openreplay/charts/{ingress-nginx,assist,quickwit,connector} /tmp/charts/
+          mv openreplay/charts/{ingress-nginx,assist,quickwit,connector,assist-api} /tmp/charts/
           rm -rf  openreplay/charts/*
           mv /tmp/charts/* openreplay/charts/
           helm template openreplay -n app openreplay -f vars.yaml -f /tmp/image_override.yaml --set ingress-nginx.enabled=false --set skipMigration=true --no-hooks --kube-version=$k_version | kubectl apply -f -

.github/workflows/assist-server-ee.yaml

@@ -0,0 +1,122 @@
+# This action will push the assist changes to aws
+on:
+  workflow_dispatch:
+    inputs:
+      skip_security_checks:
+        description: "Skip Security checks if there is a unfixable vuln or error. Value: true/false"
+        required: false
+        default: "false"
+  push:
+    branches:
+      - dev
+    paths:
+      - "ee/assist-server/**"
+
+name: Build and Deploy Assist-Server EE
+
+jobs:
+  deploy:
+    name: Deploy
+    runs-on: ubuntu-latest
+
+    steps:
+      - name: Checkout
+        uses: actions/checkout@v2
+        with:
+          # We need to diff with old commit
+          # to see which workers got changed.
+          fetch-depth: 2
+
+      - uses: ./.github/composite-actions/update-keys
+        with:
+          assist_jwt_secret: ${{ secrets.ASSIST_JWT_SECRET }}
+          assist_key: ${{ secrets.ASSIST_KEY }}
+          domain_name: ${{ secrets.EE_DOMAIN_NAME }}
+          jwt_refresh_secret: ${{ secrets.JWT_REFRESH_SECRET }}
+          jwt_secret: ${{ secrets.EE_JWT_SECRET }}
+          jwt_spot_refresh_secret: ${{ secrets.JWT_SPOT_REFRESH_SECRET }}
+          jwt_spot_secret: ${{ secrets.JWT_SPOT_SECRET }}
+          license_key: ${{ secrets.EE_LICENSE_KEY }}
+          minio_access_key: ${{ secrets.EE_MINIO_ACCESS_KEY }}
+          minio_secret_key: ${{ secrets.EE_MINIO_SECRET_KEY }}
+          pg_password: ${{ secrets.EE_PG_PASSWORD }}
+          registry_url: ${{ secrets.OSS_REGISTRY_URL }}
+        name: Update Keys
+
+      - name: Docker login
+        run: |
+          docker login ${{ secrets.EE_REGISTRY_URL }} -u ${{ secrets.EE_DOCKER_USERNAME }} -p "${{ secrets.EE_REGISTRY_TOKEN }}"
+
+      - uses: azure/k8s-set-context@v1
+        with:
+          method: kubeconfig
+          kubeconfig: ${{ secrets.EE_KUBECONFIG }} # Use content of kubeconfig in secret.
+        id: setcontext
+
+      - name: Building and Pushing Assist-Server image
+        id: build-image
+        env:
+          DOCKER_REPO: ${{ secrets.EE_REGISTRY_URL }}
+          IMAGE_TAG: ${{ github.ref_name }}_${{ github.sha }}-ee
+          ENVIRONMENT: staging
+        run: |
+          skip_security_checks=${{ github.event.inputs.skip_security_checks }}
+          cd assist-server
+          PUSH_IMAGE=0 bash -x ./build.sh ee
+          [[ "x$skip_security_checks" == "xtrue" ]]  || {
+            curl -L https://github.com/aquasecurity/trivy/releases/download/v0.56.2/trivy_0.56.2_Linux-64bit.tar.gz | tar -xzf - -C ./ 
+            images=("assist-server")
+            for image in ${images[*]};do
+              ./trivy image --db-repository ghcr.io/aquasecurity/trivy-db:2 --db-repository public.ecr.aws/aquasecurity/trivy-db:2 --exit-code 1 --security-checks vuln --vuln-type os,library --severity "HIGH,CRITICAL"  --ignore-unfixed $DOCKER_REPO/$image:$IMAGE_TAG 
+            done
+            err_code=$?
+            [[ $err_code -ne 0 ]] && {
+              exit $err_code
+            }
+          } && {
+            echo "Skipping Security Checks"
+          }
+          images=("assist-server")
+          for image in ${images[*]};do
+            docker push $DOCKER_REPO/$image:$IMAGE_TAG 
+          done
+      - name: Creating old image input
+        run: |
+          #
+          # Create yaml with existing image tags
+          #
+          kubectl get pods -n app -o jsonpath="{.items[*].spec.containers[*].image}" |\
+          tr -s '[[:space:]]' '\n' | sort | uniq -c | grep '/foss/' | cut -d '/' -f3 > /tmp/image_tag.txt
+
+          echo > /tmp/image_override.yaml
+
+          for line in `cat /tmp/image_tag.txt`;
+          do
+              image_array=($(echo "$line" | tr ':' '\n'))
+              cat <<EOF >> /tmp/image_override.yaml
+          ${image_array[0]}:
+            image:
+              # We've to strip off the -ee, as helm will append it.
+              tag: `echo ${image_array[1]} | cut -d '-' -f 1`
+          EOF
+          done
+      - name: Deploy to kubernetes
+        run: |
+          pwd
+          cd scripts/helmcharts/
+
+          # Update changed image tag
+          sed -i "/assist-server/{n;n;n;s/.*/    tag: ${IMAGE_TAG}/}" /tmp/image_override.yaml
+
+          cat /tmp/image_override.yaml
+          # Deploy command
+          mkdir -p /tmp/charts
+          mv openreplay/charts/{ingress-nginx,assist-server,quickwit,connector,assist-api} /tmp/charts/
+          rm -rf  openreplay/charts/*
+          mv /tmp/charts/* openreplay/charts/
+          helm template openreplay -n app openreplay -f vars.yaml -f /tmp/image_override.yaml --set ingress-nginx.enabled=false --set skipMigration=true --no-hooks --kube-version=$k_version | kubectl apply -f -
+        env:
+          DOCKER_REPO: ${{ secrets.EE_REGISTRY_URL }}
+          # We're not passing -ee flag, because helm will add that.
+          IMAGE_TAG: ${{ github.ref_name }}_${{ github.sha }}
+          ENVIRONMENT: staging

.github/workflows/assist-stats.yaml

@@ -130,7 +130,7 @@ jobs:
           cat /tmp/image_override.yaml
           # Deploy command
           mkdir -p /tmp/charts
-          mv openreplay/charts/{ingress-nginx,assist-stats,quickwit,connector} /tmp/charts/
+          mv openreplay/charts/{ingress-nginx,assist-stats,quickwit,connector,assist-api} /tmp/charts/
           rm -rf  openreplay/charts/*
           mv /tmp/charts/* openreplay/charts/
           helm template openreplay -n app openreplay -f vars.yaml -f /tmp/image_override.yaml --set ingress-nginx.enabled=false --set skipMigration=true --no-hooks | kubectl apply -f -

.github/workflows/assist.yaml

@@ -112,7 +112,7 @@ jobs:
           cat /tmp/image_override.yaml
           # Deploy command
           mkdir -p /tmp/charts
-          mv openreplay/charts/{ingress-nginx,assist,quickwit,connector} /tmp/charts/
+          mv openreplay/charts/{ingress-nginx,assist,quickwit,connector,assist-api} /tmp/charts/
           rm -rf  openreplay/charts/*
           mv /tmp/charts/* openreplay/charts/
           helm template openreplay -n app openreplay -f vars.yaml -f /tmp/image_override.yaml --set ingress-nginx.enabled=false --set skipMigration=true --no-hooks --kube-version=$k_version | kubectl apply -f -

.github/workflows/crons-ee.yaml

@@ -129,7 +129,7 @@ jobs:
           cat /tmp/image_override.yaml
           # Deploy command
           mkdir -p /tmp/charts
-          mv openreplay/charts/{ingress-nginx,utilities,quickwit,connector} /tmp/charts/
+          mv openreplay/charts/{ingress-nginx,utilities,quickwit,connector,assist-api} /tmp/charts/
           rm -rf  openreplay/charts/*
           mv /tmp/charts/* openreplay/charts/
           helm template openreplay -n app openreplay -f vars.yaml -f /tmp/image_override.yaml --set ingress-nginx.enabled=false --set skipMigration=true --no-hooks --kube-version=$k_version | kubectl apply -f -

.github/workflows/frontend-dev.yaml

@@ -76,7 +76,7 @@ jobs:
           cat /tmp/image_override.yaml
           # Deploy command
           mkdir -p /tmp/charts
-          mv openreplay/charts/{ingress-nginx,frontend,quickwit,connector} /tmp/charts/
+          mv openreplay/charts/{ingress-nginx,frontend,quickwit,connector,assist-api} /tmp/charts/
           rm -rf  openreplay/charts/*
           mv /tmp/charts/* openreplay/charts/
           helm template openreplay -n app openreplay -f vars.yaml -f /tmp/image_override.yaml --set ingress-nginx.enabled=false --set skipMigration=true --no-hooks | kubectl apply -n app -f -

.github/workflows/frontend-tests.yaml

@@ -0,0 +1,33 @@
+name: Frontend tests
+
+on:
+  pull_request:
+    paths:
+      - 'frontend/**'
+      - '.github/workflows/frontend-test.yaml'
+
+jobs:
+  test:
+    runs-on: ubuntu-latest
+    steps:
+      - name: Checkout code
+        uses: actions/checkout@v2
+
+      - name: Set up Node.js
+        uses: actions/setup-node@v3
+        with:
+          node-version: 20
+
+      - name: Install dependencies
+        working-directory: frontend
+        run: yarn
+
+      - name: Run tests
+        working-directory: frontend
+        run: yarn test:ci
+
+      - name: Upload coverage to Codecov
+        uses: codecov/codecov-action@v3
+        with:
+          directory: frontend/coverage/
+

.github/workflows/frontend.yaml

@@ -89,7 +89,7 @@ jobs:
           cat /tmp/image_override.yaml
           # Deploy command
           mkdir -p /tmp/charts
-          mv openreplay/charts/{ingress-nginx,frontend,quickwit,connector} /tmp/charts/
+          mv openreplay/charts/{ingress-nginx,frontend,quickwit,connector,assist-api} /tmp/charts/
           rm -rf  openreplay/charts/*
           mv /tmp/charts/* openreplay/charts/
           helm template openreplay -n app openreplay -f vars.yaml -f /tmp/image_override.yaml --set ingress-nginx.enabled=false --set skipMigration=true --no-hooks | kubectl apply -n app -f -
@@ -138,7 +138,7 @@ jobs:
           cat /tmp/image_override.yaml
           # Deploy command
           mkdir -p /tmp/charts
-          mv openreplay/charts/{ingress-nginx,frontend,quickwit,connector} /tmp/charts/
+          mv openreplay/charts/{ingress-nginx,frontend,quickwit,connector,assist-api} /tmp/charts/
           rm -rf  openreplay/charts/*
           mv /tmp/charts/* openreplay/charts/
           helm template openreplay -n app openreplay -f vars.yaml -f /tmp/image_override.yaml --set ingress-nginx.enabled=false --set skipMigration=true --no-hooks | kubectl apply -n app -f -

.github/workflows/patch-build-old.yaml

@@ -0,0 +1,189 @@
+# Ref: https://docs.github.com/en/actions/reference/workflow-syntax-for-github-actions
+
+on:
+  workflow_dispatch:
+    inputs:
+      services:
+        description: 'Comma separated names of services to build(in small letters).'
+        required: true
+        default: 'chalice,frontend'
+      tag:
+        description: 'Tag to update.'
+        required: true
+        type: string
+      branch:
+        description: 'Branch to build patches from. Make sure the branch is uptodate with tag. Else itll cause missing commits.'
+        required: true
+        type: string
+
+name: Build patches from tag, rewrite commit HEAD to older timestamp, and Push the tag
+
+jobs:
+  deploy:
+    name: Build Patch from old tag
+    runs-on: ubuntu-latest
+    env:
+      DEPOT_TOKEN: ${{ secrets.DEPOT_TOKEN }}
+      DEPOT_PROJECT_ID: ${{ secrets.DEPOT_PROJECT_ID }}
+    steps:
+    - name: Checkout
+      uses: actions/checkout@v2
+      with:
+        fetch-depth: 4
+        ref: ${{ github.event.inputs.tag }}
+
+    - name: Set Remote with GITHUB_TOKEN
+      run: |
+        git config --unset http.https://github.com/.extraheader
+        git remote set-url origin https://x-access-token:${{ secrets.ACTIONS_COMMMIT_TOKEN }}@github.com/${{ github.repository }}.git
+
+    - name: Create backup tag with timestamp
+      run: |
+        set -e  # Exit immediately if a command exits with a non-zero status
+        TIMESTAMP=$(date +%Y%m%d%H%M%S)
+        BACKUP_TAG="${{ github.event.inputs.tag }}-backup-${TIMESTAMP}"
+        echo "BACKUP_TAG=${BACKUP_TAG}" >> $GITHUB_ENV
+        echo "INPUT_TAG=${{ github.event.inputs.tag }}" >> $GITHUB_ENV
+        git tag $BACKUP_TAG || { echo "Failed to create backup tag"; exit 1; }
+        git push origin $BACKUP_TAG || { echo "Failed to push backup tag"; exit 1; }
+        echo "Created backup tag: $BACKUP_TAG"
+
+        # Get the oldest commit date from the last 3 commits in raw format
+        OLDEST_COMMIT_TIMESTAMP=$(git log -3 --pretty=format:"%at" | tail -1)
+        echo "Oldest commit timestamp: $OLDEST_COMMIT_TIMESTAMP"
+        # Add 1 second to the timestamp
+        NEW_TIMESTAMP=$((OLDEST_COMMIT_TIMESTAMP + 1))
+        echo "NEW_TIMESTAMP=$NEW_TIMESTAMP" >> $GITHUB_ENV
+
+
+    - name: Setup yq
+      uses: mikefarah/yq@master
+
+    # Configure AWS credentials for the first registry
+    - name: Configure AWS credentials for RELEASE_ARM_REGISTRY
+      uses: aws-actions/configure-aws-credentials@v1
+      with:
+        aws-access-key-id: ${{ secrets.AWS_DEPOT_ACCESS_KEY }}
+        aws-secret-access-key: ${{ secrets.AWS_DEPOT_SECRET_KEY }}
+        aws-region: ${{ secrets.AWS_DEPOT_DEFAULT_REGION }}
+
+    - name: Login to Amazon ECR for RELEASE_ARM_REGISTRY
+      id: login-ecr-arm
+      run: |
+        aws ecr get-login-password --region ${{ secrets.AWS_DEPOT_DEFAULT_REGION }} | docker login --username AWS --password-stdin ${{ secrets.RELEASE_ARM_REGISTRY }}
+        aws ecr-public get-login-password --region us-east-1 | docker login --username AWS --password-stdin ${{ secrets.RELEASE_OSS_REGISTRY }}
+
+    - uses: depot/setup-action@v1
+    - name: Get HEAD Commit ID
+      run: echo "HEAD_COMMIT_ID=$(git rev-parse HEAD)" >> $GITHUB_ENV
+    - name: Define Branch Name
+      run: echo "BRANCH_NAME=${{inputs.branch}}" >> $GITHUB_ENV
+
+    - name: Build
+      id: build-image
+      env:
+        DOCKER_REPO_ARM: ${{ secrets.RELEASE_ARM_REGISTRY }}
+        DOCKER_REPO_OSS: ${{ secrets.RELEASE_OSS_REGISTRY }}
+        MSAAS_REPO_CLONE_TOKEN: ${{ secrets.MSAAS_REPO_CLONE_TOKEN }}
+        MSAAS_REPO_URL: ${{ secrets.MSAAS_REPO_URL }}
+        MSAAS_REPO_FOLDER: /tmp/msaas
+      run: |
+        set -exo pipefail
+        git config --local user.email "action@github.com"
+        git config --local user.name "GitHub Action"
+        git checkout -b $BRANCH_NAME
+        working_dir=$(pwd)
+        function image_version(){
+          local service=$1
+          chart_path="$working_dir/scripts/helmcharts/openreplay/charts/$service/Chart.yaml"
+          current_version=$(yq eval '.AppVersion' $chart_path)
+          new_version=$(echo $current_version | awk -F. '{$NF += 1 ; print $1"."$2"."$3}')
+          echo $new_version
+          # yq eval ".AppVersion = \"$new_version\"" -i $chart_path
+        }
+        function clone_msaas() {
+          [ -d $MSAAS_REPO_FOLDER ] || {
+          git clone -b $INPUT_TAG --recursive https://x-access-token:$MSAAS_REPO_CLONE_TOKEN@$MSAAS_REPO_URL $MSAAS_REPO_FOLDER
+          cd $MSAAS_REPO_FOLDER
+          cd openreplay && git fetch origin && git checkout $INPUT_TAG
+          git log -1
+          cd $MSAAS_REPO_FOLDER
+          bash git-init.sh
+          git checkout
+          }
+        }
+        function build_managed() {
+          local service=$1
+          local version=$2
+          echo building managed
+          clone_msaas
+          if [[ $service == 'chalice' ]]; then
+            cd $MSAAS_REPO_FOLDER/openreplay/api
+          else
+            cd $MSAAS_REPO_FOLDER/openreplay/$service
+          fi
+          IMAGE_TAG=$version DOCKER_RUNTIME="depot" DOCKER_BUILD_ARGS="--push" ARCH=arm64 DOCKER_REPO=$DOCKER_REPO_ARM PUSH_IMAGE=0 bash build.sh >> /tmp/arm.txt
+        }
+        # Checking for backend images
+        ls backend/cmd >> /tmp/backend.txt
+        echo Services: "${{ github.event.inputs.services }}"
+        IFS=',' read -ra SERVICES <<< "${{ github.event.inputs.services }}" 
+        BUILD_SCRIPT_NAME="build.sh"
+        # Build FOSS
+        for SERVICE in "${SERVICES[@]}"; do
+          # Check if service is backend
+          if grep -q $SERVICE /tmp/backend.txt; then 
+            cd backend 
+            foss_build_args="nil $SERVICE"
+            ee_build_args="ee $SERVICE"
+          else 
+            [[ $SERVICE == 'chalice' || $SERVICE == 'alerts' || $SERVICE == 'crons' ]] && cd $working_dir/api || cd $SERVICE
+            [[ $SERVICE == 'alerts' || $SERVICE == 'crons' ]] && BUILD_SCRIPT_NAME="build_${SERVICE}.sh"
+            ee_build_args="ee"
+          fi  
+          version=$(image_version $SERVICE)
+          echo IMAGE_TAG=$version DOCKER_RUNTIME="depot" DOCKER_BUILD_ARGS="--push" ARCH=amd64 DOCKER_REPO=$DOCKER_REPO_OSS PUSH_IMAGE=0 bash ${BUILD_SCRIPT_NAME} $foss_build_args
+          IMAGE_TAG=$version DOCKER_RUNTIME="depot" DOCKER_BUILD_ARGS="--push" ARCH=amd64 DOCKER_REPO=$DOCKER_REPO_OSS PUSH_IMAGE=0 bash ${BUILD_SCRIPT_NAME} $foss_build_args
+          echo IMAGE_TAG=$version-ee DOCKER_RUNTIME="depot" DOCKER_BUILD_ARGS="--push" ARCH=amd64 DOCKER_REPO=$DOCKER_REPO_OSS PUSH_IMAGE=0 bash ${BUILD_SCRIPT_NAME} $ee_build_args
+          IMAGE_TAG=$version-ee DOCKER_RUNTIME="depot" DOCKER_BUILD_ARGS="--push" ARCH=amd64 DOCKER_REPO=$DOCKER_REPO_OSS PUSH_IMAGE=0 bash ${BUILD_SCRIPT_NAME} $ee_build_args
+          if [[ "$SERVICE" != "chalice" && "$SERVICE" != "frontend" ]]; then
+            IMAGE_TAG=$version DOCKER_RUNTIME="depot" DOCKER_BUILD_ARGS="--push" ARCH=arm64 DOCKER_REPO=$DOCKER_REPO_ARM PUSH_IMAGE=0 bash ${BUILD_SCRIPT_NAME} $foss_build_args
+            echo IMAGE_TAG=$version DOCKER_RUNTIME="depot" DOCKER_BUILD_ARGS="--push" ARCH=arm64 DOCKER_REPO=$DOCKER_REPO_ARM PUSH_IMAGE=0 bash ${BUILD_SCRIPT_NAME} $foss_build_args
+          else
+            build_managed $SERVICE $version
+          fi
+          cd $working_dir
+          chart_path="$working_dir/scripts/helmcharts/openreplay/charts/$SERVICE/Chart.yaml"
+          yq eval ".AppVersion = \"$version\"" -i $chart_path
+          git add $chart_path
+          git commit -m "Increment $SERVICE chart version"
+        done
+
+    - name: Change commit timestamp
+      run: |
+        # Convert the timestamp to a date format git can understand
+        NEW_DATE=$(perl -le 'print scalar gmtime($ARGV[0])." +0000"' $NEW_TIMESTAMP)
+        echo "Setting commit date to: $NEW_DATE"
+
+        # Amend the commit with the new date
+        GIT_COMMITTER_DATE="$NEW_DATE" git commit --amend --no-edit --date="$NEW_DATE"
+
+        # Verify the change
+        git log -1 --pretty=format:"Commit now dated: %cD"
+
+        # git tag and push
+        git tag $INPUT_TAG -f
+        git push origin $INPUT_TAG -f
+
+
+    # - name: Debug Job
+    #   if: ${{ failure() }}
+    #   uses: mxschmitt/action-tmate@v3
+    #   env:
+    #     DOCKER_REPO_ARM: ${{ secrets.RELEASE_ARM_REGISTRY }}
+    #     DOCKER_REPO_OSS: ${{ secrets.RELEASE_OSS_REGISTRY }}
+    #     MSAAS_REPO_CLONE_TOKEN: ${{ secrets.MSAAS_REPO_CLONE_TOKEN }}
+    #     MSAAS_REPO_URL: ${{ secrets.MSAAS_REPO_URL }}
+    #     MSAAS_REPO_FOLDER: /tmp/msaas
+    #   with:
+    #     limit-access-to-actor: true

.github/workflows/patch-build.yaml

@@ -2,7 +2,6 @@
 
 on:
   workflow_dispatch:
-    description: 'This workflow will build for patches for latest tag, and will Always use commit from main branch.'
     inputs:
       services:
         description: 'Comma separated names of services to build(in small letters).'
@@ -20,12 +19,20 @@ jobs:
       DEPOT_PROJECT_ID: ${{ secrets.DEPOT_PROJECT_ID }}
     steps:
     - name: Checkout
-      uses: actions/checkout@v2
+      uses: actions/checkout@v4
       with:
-        fetch-depth: 1
+        fetch-depth: 0
+        token: ${{ secrets.GITHUB_TOKEN }}
     - name: Rebase with main branch, to make sure the code has latest main changes
+      if: github.ref != 'refs/heads/main'
       run: |
-        git pull --rebase origin main
+        git remote -v
+        git config --global user.email "action@github.com"
+        git config --global user.name "GitHub Action"
+        git config --global rebase.autoStash true
+        git fetch origin main:main
+        git rebase main
+        git log -3
 
     - name: Downloading yq
       run: |
@@ -48,6 +55,8 @@ jobs:
         aws ecr-public get-login-password --region us-east-1 | docker login --username AWS --password-stdin ${{ secrets.RELEASE_OSS_REGISTRY }}
 
     - uses: depot/setup-action@v1
+      env:
+        DEPOT_TOKEN: ${{ secrets.DEPOT_TOKEN }}
     - name: Get HEAD Commit ID
       run: echo "HEAD_COMMIT_ID=$(git rev-parse HEAD)" >> $GITHUB_ENV
     - name: Define Branch Name
@@ -65,78 +74,168 @@ jobs:
         MSAAS_REPO_CLONE_TOKEN: ${{ secrets.MSAAS_REPO_CLONE_TOKEN }}
         MSAAS_REPO_URL: ${{ secrets.MSAAS_REPO_URL }}
         MSAAS_REPO_FOLDER: /tmp/msaas
+        SERVICES_INPUT: ${{ github.event.inputs.services }}
       run: |
-        set -exo pipefail
-        git config --local user.email "action@github.com"
-        git config --local user.name "GitHub Action"
-        git checkout -b $BRANCH_NAME
-        working_dir=$(pwd)
-        function image_version(){
-          local service=$1
-          chart_path="$working_dir/scripts/helmcharts/openreplay/charts/$service/Chart.yaml"
-          current_version=$(yq eval '.AppVersion' $chart_path)
-          new_version=$(echo $current_version | awk -F. '{$NF += 1 ; print $1"."$2"."$3}')
-          echo $new_version
-          # yq eval ".AppVersion = \"$new_version\"" -i $chart_path
+        #!/bin/bash
+        set -euo pipefail
+
+        # Configuration
+        readonly WORKING_DIR=$(pwd)
+        readonly BUILD_SCRIPT_NAME="build.sh"
+        readonly BACKEND_SERVICES_FILE="/tmp/backend.txt"
+
+        # Initialize git configuration
+        setup_git() {
+            git config --local user.email "action@github.com"
+            git config --local user.name "GitHub Action"
+            git checkout -b "$BRANCH_NAME"
         }
-        function clone_msaas() {
-          [ -d $MSAAS_REPO_FOLDER ] || {
-          git clone -b dev --recursive https://x-access-token:$MSAAS_REPO_CLONE_TOKEN@$MSAAS_REPO_URL $MSAAS_REPO_FOLDER
-          cd $MSAAS_REPO_FOLDER
-          cd openreplay && git fetch origin && git checkout main # This have to be changed to specific tag
-          git log -1
-          cd $MSAAS_REPO_FOLDER
-          bash git-init.sh
-          git checkout
-          }
+
+        # Get and increment image version
+        image_version() {
+            local service=$1
+            local chart_path="$WORKING_DIR/scripts/helmcharts/openreplay/charts/$service/Chart.yaml"
+            local current_version new_version
+
+            current_version=$(yq eval '.AppVersion' "$chart_path")
+            new_version=$(echo "$current_version" | awk -F. '{$NF += 1; print $1"."$2"."$3}')
+            echo "$new_version"
         }
-        function build_managed() {
-          local service=$1
-          local version=$2
-          echo building managed
-          clone_msaas
-          if [[ $service == 'chalice' ]]; then
-            cd $MSAAS_REPO_FOLDER/openreplay/api
-          else
-            cd $MSAAS_REPO_FOLDER/openreplay/$service
-          fi
-          IMAGE_TAG=$version DOCKER_RUNTIME="depot" DOCKER_BUILD_ARGS="--push" ARCH=arm64 DOCKER_REPO=$DOCKER_REPO_ARM PUSH_IMAGE=0 bash build.sh >> /tmp/arm.txt
+
+        # Clone MSAAS repository if not exists
+        clone_msaas() {
+            if [[ ! -d "$MSAAS_REPO_FOLDER" ]]; then
+                git clone -b dev --recursive "https://x-access-token:${MSAAS_REPO_CLONE_TOKEN}@${MSAAS_REPO_URL}" "$MSAAS_REPO_FOLDER"
+                cd "$MSAAS_REPO_FOLDER"
+                cd openreplay && git fetch origin && git checkout main
+                git log -1
+                cd "$MSAAS_REPO_FOLDER"
+                bash git-init.sh
+                git checkout
+            fi
         }
-        # Checking for backend images
-        ls backend/cmd >> /tmp/backend.txt
-        echo Services: "${{ github.event.inputs.services }}"
-        IFS=',' read -ra SERVICES <<< "${{ github.event.inputs.services }}" 
-        BUILD_SCRIPT_NAME="build.sh"
-        # Build FOSS
-        for SERVICE in "${SERVICES[@]}"; do
-          # Check if service is backend
-          if grep -q $SERVICE /tmp/backend.txt; then 
-            cd backend 
-            foss_build_args="nil $SERVICE"
-            ee_build_args="ee $SERVICE"
-          else 
-            [[ $SERVICE == 'chalice' || $SERVICE == 'alerts' || $SERVICE == 'crons' ]] && cd $working_dir/api || cd $SERVICE
-            [[ $SERVICE == 'alerts' || $SERVICE == 'crons' ]] && BUILD_SCRIPT_NAME="build_${SERVICE}.sh"
-            ee_build_args="ee"
-          fi  
-          version=$(image_version $SERVICE)
-          echo IMAGE_TAG=$version DOCKER_RUNTIME="depot" DOCKER_BUILD_ARGS="--push" ARCH=amd64 DOCKER_REPO=$DOCKER_REPO_OSS PUSH_IMAGE=0 bash ${BUILD_SCRIPT_NAME} $foss_build_args
-          IMAGE_TAG=$version DOCKER_RUNTIME="depot" DOCKER_BUILD_ARGS="--push" ARCH=amd64 DOCKER_REPO=$DOCKER_REPO_OSS PUSH_IMAGE=0 bash ${BUILD_SCRIPT_NAME} $foss_build_args
-          echo IMAGE_TAG=$version-ee DOCKER_RUNTIME="depot" DOCKER_BUILD_ARGS="--push" ARCH=amd64 DOCKER_REPO=$DOCKER_REPO_OSS PUSH_IMAGE=0 bash ${BUILD_SCRIPT_NAME} $ee_build_args
-          IMAGE_TAG=$version-ee DOCKER_RUNTIME="depot" DOCKER_BUILD_ARGS="--push" ARCH=amd64 DOCKER_REPO=$DOCKER_REPO_OSS PUSH_IMAGE=0 bash ${BUILD_SCRIPT_NAME} $ee_build_args
-          if [[ "$SERVICE" != "chalice" && "$SERVICE" != "frontend" ]]; then
-            IMAGE_TAG=$version DOCKER_RUNTIME="depot" DOCKER_BUILD_ARGS="--push" ARCH=arm64 DOCKER_REPO=$DOCKER_REPO_ARM PUSH_IMAGE=0 bash ${BUILD_SCRIPT_NAME} $foss_build_args
-            echo IMAGE_TAG=$version DOCKER_RUNTIME="depot" DOCKER_BUILD_ARGS="--push" ARCH=arm64 DOCKER_REPO=$DOCKER_REPO_ARM PUSH_IMAGE=0 bash ${BUILD_SCRIPT_NAME} $foss_build_args
-          else
-            build_managed $SERVICE $version
-          fi
-          cd $working_dir
-          chart_path="$working_dir/scripts/helmcharts/openreplay/charts/$SERVICE/Chart.yaml"
-          yq eval ".AppVersion = \"$version\"" -i $chart_path
-          git add $chart_path
-          git commit -m "Increment $SERVICE chart version"
-          git push --set-upstream origin $BRANCH_NAME
-        done
+
+        # Build managed services
+        build_managed() {
+            local service=$1
+            local version=$2
+
+            echo "Building managed service: $service"
+            clone_msaas
+
+            if [[ $service == 'chalice' ]]; then
+                cd "$MSAAS_REPO_FOLDER/openreplay/api"
+            else
+                cd "$MSAAS_REPO_FOLDER/openreplay/$service"
+            fi
+
+            local build_cmd="IMAGE_TAG=$version DOCKER_RUNTIME=depot DOCKER_BUILD_ARGS=--push ARCH=arm64 DOCKER_REPO=$DOCKER_REPO_ARM PUSH_IMAGE=0 bash build.sh"
+
+            echo "Executing: $build_cmd"
+            if ! eval "$build_cmd" 2>&1; then
+                echo "Build failed for $service"
+                exit 1
+            fi
+        }
+
+        # Build service with given arguments
+        build_service() {
+            local service=$1
+            local version=$2
+            local build_args=$3
+            local build_script=${4:-$BUILD_SCRIPT_NAME}
+
+            local command="IMAGE_TAG=$version DOCKER_RUNTIME=depot DOCKER_BUILD_ARGS=--push ARCH=amd64 DOCKER_REPO=$DOCKER_REPO_OSS PUSH_IMAGE=0 bash $build_script $build_args"
+            echo "Executing: $command"
+            eval "$command"
+        }
+
+        # Update chart version and commit changes
+        update_chart_version() {
+            local service=$1
+            local version=$2
+            local chart_path="$WORKING_DIR/scripts/helmcharts/openreplay/charts/$service/Chart.yaml"
+
+            # Ensure we're in the original working directory/repository
+            cd "$WORKING_DIR"
+            yq eval ".AppVersion = \"$version\"" -i "$chart_path"
+            git add "$chart_path"
+            git commit -m "Increment $service chart version to $version"
+            git push --set-upstream origin "$BRANCH_NAME"
+            cd -
+        }
+
+        # Main execution
+        main() {
+            setup_git
+
+            # Get backend services list
+            ls backend/cmd >"$BACKEND_SERVICES_FILE"
+
+            # Parse services input (fix for GitHub Actions syntax)
+            echo "Services: ${SERVICES_INPUT:-$1}"
+            IFS=',' read -ra services <<<"${SERVICES_INPUT:-$1}"
+
+            # Process each service
+            for service in "${services[@]}"; do
+                echo "Processing service: $service"
+                cd "$WORKING_DIR"
+
+                local foss_build_args="" ee_build_args="" build_script="$BUILD_SCRIPT_NAME"
+
+                # Determine build configuration based on service type
+                if grep -q "$service" "$BACKEND_SERVICES_FILE"; then
+                    # Backend service
+                    cd backend
+                    foss_build_args="nil $service"
+                    ee_build_args="ee $service"
+                else
+                    # Non-backend service
+                    case "$service" in
+                    chalice | alerts | crons)
+                        cd "$WORKING_DIR/api"
+                        ;;
+                    *)
+                        cd "$service"
+                        ;;
+                    esac
+
+                    # Special build scripts for alerts/crons
+                    if [[ $service == 'alerts' || $service == 'crons' ]]; then
+                        build_script="build_${service}.sh"
+                    fi
+
+                    ee_build_args="ee"
+                fi
+
+                # Get version and build
+                local version
+                version=$(image_version "$service")
+
+                # Build FOSS and EE versions
+                build_service "$service" "$version" "$foss_build_args"
+                build_service "$service" "${version}-ee" "$ee_build_args"
+
+                # Build managed version for specific services
+                if [[ "$service" != "chalice" && "$service" != "frontend" ]]; then
+                    echo "Nothing to build in managed for service $service"
+                else
+                    build_managed "$service" "$version"
+                fi
+
+                # Update chart and commit
+                update_chart_version "$service" "$version"
+            done
+            cd "$WORKING_DIR"
+
+            # Cleanup
+            rm -f "$BACKEND_SERVICES_FILE"
+        }
+
+        echo "Working directory: $WORKING_DIR"
+        # Run main function with all arguments
+        main "$SERVICES_INPUT"
+        
 
     - name: Create Pull Request
       uses: repo-sync/pull-request@v2
@@ -147,8 +246,7 @@ jobs:
         pr_title: "Updated patch build from main ${{ env.HEAD_COMMIT_ID }}"
         pr_body: | 
           This PR updates the Helm chart version after building the patch from $HEAD_COMMIT_ID.
-          Once this PR is merged, To update the latest tag, run the following workflow.
-          https://github.com/openreplay/openreplay/actions/workflows/update-tag.yaml
+          Once this PR is merged, tag update job will run automatically.
 
     # - name: Debug Job
     #   if: ${{ failure() }}

.github/workflows/sourcemaps-reader-ee.yaml

@@ -119,7 +119,7 @@ jobs:
           cat /tmp/image_override.yaml
           # Deploy command
           mkdir -p /tmp/charts
-          mv openreplay/charts/{ingress-nginx,sourcemapreader,quickwit,connector} /tmp/charts/
+          mv openreplay/charts/{ingress-nginx,sourcemapreader,quickwit,connector,assist-api} /tmp/charts/
           rm -rf  openreplay/charts/*
           mv /tmp/charts/* openreplay/charts/
           helm template openreplay -n app openreplay -f vars.yaml -f /tmp/image_override.yaml --set ingress-nginx.enabled=false --set skipMigration=true --no-hooks | kubectl apply -n app -f -

.github/workflows/sourcemaps-reader.yaml

@@ -118,7 +118,7 @@ jobs:
           cat /tmp/image_override.yaml
           # Deploy command
           mkdir -p /tmp/charts
-          mv openreplay/charts/{ingress-nginx,sourcemapreader,quickwit,connector} /tmp/charts/
+          mv openreplay/charts/{ingress-nginx,sourcemapreader,quickwit,connector,assist-api} /tmp/charts/
           rm -rf  openreplay/charts/*
           mv /tmp/charts/* openreplay/charts/
           helm template openreplay -n app openreplay -f vars.yaml -f /tmp/image_override.yaml --set ingress-nginx.enabled=false --set skipMigration=true --no-hooks | kubectl apply -n app -f -

.github/workflows/tracker-tests.yaml

@@ -22,22 +22,14 @@ jobs:
       - name: Cache tracker modules
         uses: actions/cache@v3
         with:
-          path: tracker/tracker/node_modules
-          key: ${{ runner.OS }}-test_tracker_build-${{ hashFiles('**/bun.lockb') }}
-          restore-keys: |
-            test_tracker_build{{ runner.OS }}-build-
-            test_tracker_build{{ runner.OS }}-
-      - name: Cache tracker-assist modules
-        uses: actions/cache@v3
-        with:
-          path: tracker/tracker-assist/node_modules
-          key: ${{ runner.OS }}-test_tracker_build-${{ hashFiles('**/bun.lockb') }}
+          path: tracker/node_modules
+          key: ${{ runner.OS }}-test_tracker_build-${{ hashFiles('**/bun.lock') }}
           restore-keys: |
             test_tracker_build{{ runner.OS }}-build-
             test_tracker_build{{ runner.OS }}-
       - name: Setup Testing packages
         run: |
-          cd tracker/tracker
+          cd tracker
           bun install
       - name: Jest tests
         run: |
@@ -47,10 +39,6 @@ jobs:
         run: |
           cd tracker/tracker
           bun run build
-      - name: (TA) Setup Testing packages
-        run: |
-          cd tracker/tracker-assist
-          bun install
       - name: (TA) Jest tests
         run: |
           cd tracker/tracker-assist

.github/workflows/update-tag.yaml

@@ -1,35 +1,43 @@
 on:
-  workflow_dispatch:
-    description: "This workflow will build for patches for latest tag, and will Always use commit from main branch."
-    inputs:
-      services:
-        description: "This action will update the latest tag with current main branch HEAD. Should I proceed ? true/false"
-        required: true
-        default: "false"
-
-name: Force Push tag with main branch HEAD
+  pull_request:
+    types: [closed]
+    branches:
+      - main
+name: Release tag update --force
 
 jobs:
   deploy:
     name: Build Patch from main
     runs-on: ubuntu-latest
-    env:
-      DEPOT_TOKEN: ${{ secrets.DEPOT_TOKEN }}
-      DEPOT_PROJECT_ID: ${{ secrets.DEPOT_PROJECT_ID }}
+    if: ${{ (github.event_name == 'pull_request' && github.event.pull_request.merged == true) || github.event.inputs.services == 'true' }}
     steps:
       - name: Checkout
         uses: actions/checkout@v2
+
+      - name: Get latest release tag using GitHub API
+        id: get-latest-tag
+        run: |
+          LATEST_TAG=$(curl -s -H "Authorization: token ${{ secrets.GITHUB_TOKEN }}" \
+            "https://api.github.com/repos/${{ github.repository }}/releases/latest" \
+            | jq -r .tag_name)
+          
+          # Fallback to git command if API doesn't return a tag
+          if [ "$LATEST_TAG" == "null" ] || [ -z "$LATEST_TAG" ]; then
+            echo "Not found latest tag"
+            exit 100
+          fi
+          
+          echo "LATEST_TAG=$LATEST_TAG" >> $GITHUB_ENV
+          echo "Latest tag: $LATEST_TAG"
+
       - name: Set Remote with GITHUB_TOKEN
         run: |
           git config --unset http.https://github.com/.extraheader
           git remote set-url origin https://x-access-token:${{ secrets.ACTIONS_COMMMIT_TOKEN }}@github.com/${{ github.repository }}.git
+
       - name: Push main branch to tag
         run: |
           git fetch --tags
           git checkout main
-          git push origin HEAD:refs/tags/$(git tag --list 'v[0-9]*' --sort=-v:refname | head -n 1) --force
-    # - name: Debug Job
-    #   if: ${{ failure() }}
-    #   uses: mxschmitt/action-tmate@v3
-    #   with:
-    #     limit-access-to-actor: true
+          echo "Updating tag ${{ env.LATEST_TAG }} to point to latest commit on main"
+          git push origin HEAD:refs/tags/${{ env.LATEST_TAG }} --force

.github/workflows/workers-ee.yaml

@@ -148,9 +148,7 @@ jobs:
           set -x
           echo > /tmp/image_override.yaml
           mkdir /tmp/helmcharts
-          mv openreplay/charts/ingress-nginx /tmp/helmcharts/
-          mv openreplay/charts/quickwit /tmp/helmcharts/
-          mv openreplay/charts/connector /tmp/helmcharts/
+          mv openreplay/charts/{ingress-nginx,quickwit,connector,assist-api} /tmp/helmcharts/
           ## Update images
           for image in $(cat /tmp/images_to_build.txt);
           do

.github/workflows/workers.yaml

@@ -141,9 +141,7 @@ jobs:
           set -x
           echo > /tmp/image_override.yaml
           mkdir /tmp/helmcharts
-          mv openreplay/charts/ingress-nginx /tmp/helmcharts/
-          mv openreplay/charts/quickwit /tmp/helmcharts/
-          mv openreplay/charts/connector /tmp/helmcharts/
+          mv openreplay/charts/{ingress-nginx,quickwit,connector,assist-api} /tmp/helmcharts/
           ## Update images
           for image in $(cat /tmp/images_to_build.txt);
           do

.gitignore

@@ -7,3 +7,5 @@ node_modules
 **/*.envrc
 .idea
 *.mob*
+install-state.gz
+frontend/tests/playwright/auth-state.json

.pre-commit-config.yaml

@@ -1,7 +1,7 @@
 repos:
   - repo: https://github.com/gitguardian/ggshield
-    rev: v1.14.5
+    rev: v1.38.0
     hooks:
       - id: ggshield
         language_version: python3
-        stages: [commit]
+        stages: [pre-commit]

api/Pipfile

@@ -4,26 +4,24 @@ verify_ssl = true
 name = "pypi"
 
 [packages]
-urllib3 = "==2.3.0"
+urllib3 = "==2.4.0"
 requests = "==2.32.3"
-boto3 = "==1.36.12"
+boto3 = "==1.38.16"
 pyjwt = "==2.10.1"
 psycopg2-binary = "==2.9.10"
-psycopg = {extras = ["pool", "binary"], version = "==3.2.4"}
-clickhouse-driver = {extras = ["lz4"], version = "==0.2.9"}
-clickhouse-connect = "==0.8.15"
-elasticsearch = "==8.17.1"
+psycopg = {extras = ["binary", "pool"], version = "==3.2.9"}
+clickhouse-connect = "==0.8.17"
+elasticsearch = "==9.0.1"
 jira = "==3.8.0"
-cachetools = "==5.5.1"
-fastapi = "==0.115.8"
-uvicorn = {extras = ["standard"], version = "==0.34.0"}
+cachetools = "==5.5.2"
+fastapi = "==0.115.12"
+uvicorn = {extras = ["standard"], version = "==0.34.2"}
 python-decouple = "==3.8"
-pydantic = {extras = ["email"], version = "==2.10.6"}
+pydantic = {extras = ["email"], version = "==2.11.4"}
 apscheduler = "==3.11.0"
-redis = "==5.2.1"
+redis = "==6.1.0"
 
 [dev-packages]
 
 [requires]
 python_version = "3.12"
-python_full_version = "3.12.8"

api/app.py

@@ -16,7 +16,7 @@ from chalicelib.utils import helper
 from chalicelib.utils import pg_client, ch_client
 from crons import core_crons, core_dynamic_crons
 from routers import core, core_dynamic
-from routers.subs import insights, metrics, v1_api, health, usability_tests, spot, product_anaytics
+from routers.subs import insights, metrics, v1_api, health, usability_tests, spot, product_analytics
 
 loglevel = config("LOGLEVEL", default=logging.WARNING)
 print(f">Loglevel set to: {loglevel}")
@@ -129,6 +129,6 @@ app.include_router(spot.public_app)
 app.include_router(spot.app)
 app.include_router(spot.app_apikey)
 
-app.include_router(product_anaytics.public_app)
-app.include_router(product_anaytics.app)
-app.include_router(product_anaytics.app_apikey)
+app.include_router(product_analytics.public_app, prefix="/pa")
+app.include_router(product_analytics.app, prefix="/pa")
+app.include_router(product_analytics.app_apikey, prefix="/pa")

api/chalicelib/core/autocomplete/__init__.py

@@ -0,0 +1,11 @@
+import logging
+
+from decouple import config
+
+logging.basicConfig(level=config("LOGLEVEL", default=logging.INFO))
+
+if config("EXP_AUTOCOMPLETE", cast=bool, default=False):
+    logging.info(">>> Using experimental autocomplete")
+    from . import autocomplete_ch as autocomplete
+else:
+    from . import autocomplete

api/chalicelib/core/autocomplete/autocomplete.py

@@ -1,10 +1,9 @@
 import logging
+
 import schemas
-from chalicelib.core import countries, events, metadata
+from chalicelib.core import countries, metadata
 from chalicelib.utils import helper
 from chalicelib.utils import pg_client
-from chalicelib.utils.event_filter_definition import Event
-from chalicelib.utils.or_cache import CachedResponse
 
 logger = logging.getLogger(__name__)
 TABLE = "public.autocomplete"
@@ -85,7 +84,8 @@ def __generic_query(typename, value_length=None):
                       ORDER BY value"""
 
     if value_length is None or value_length > 2:
-        return f"""(SELECT DISTINCT value, type
+        return f"""SELECT DISTINCT ON(value,type) value, type
+                   ((SELECT DISTINCT value, type
                     FROM {TABLE}
                     WHERE
                       project_id = %(project_id)s
@@ -101,7 +101,7 @@ def __generic_query(typename, value_length=None):
                       AND type='{typename.upper()}'
                       AND value ILIKE %(value)s
                       ORDER BY value
-                    LIMIT 5);"""
+                    LIMIT 5)) AS raw;"""
     return f"""SELECT DISTINCT value, type
                 FROM {TABLE}
                 WHERE
@@ -112,10 +112,10 @@ def __generic_query(typename, value_length=None):
                 LIMIT 10;"""
 
 
-def __generic_autocomplete(event: Event):
+def __generic_autocomplete(event: str):
     def f(project_id, value, key=None, source=None):
         with pg_client.PostgresClient() as cur:
-            query = __generic_query(event.ui_type, value_length=len(value))
+            query = __generic_query(event, value_length=len(value))
             params = {"project_id": project_id, "value": helper.string_to_sql_like(value),
                       "svalue": helper.string_to_sql_like("^" + value)}
             cur.execute(cur.mogrify(query, params))
@@ -148,8 +148,8 @@ def __errors_query(source=None, value_length=None):
         return f"""((SELECT DISTINCT ON(lg.message)
                         lg.message AS value,
                         source,
-                        '{events.EventType.ERROR.ui_type}' AS type
-                    FROM {events.EventType.ERROR.table} INNER JOIN public.errors AS lg USING (error_id) LEFT JOIN public.sessions AS s USING(session_id)
+                        '{schemas.EventType.ERROR}' AS type
+                    FROM events.errors INNER JOIN public.errors AS lg USING (error_id) LEFT JOIN public.sessions AS s USING(session_id)
                     WHERE
                       s.project_id = %(project_id)s
                       AND lg.message ILIKE %(svalue)s
@@ -160,8 +160,8 @@ def __errors_query(source=None, value_length=None):
                     (SELECT DISTINCT ON(lg.name)
                         lg.name AS value,
                         source,
-                        '{events.EventType.ERROR.ui_type}' AS type
-                    FROM {events.EventType.ERROR.table} INNER JOIN public.errors AS lg USING (error_id) LEFT JOIN public.sessions AS s USING(session_id)
+                        '{schemas.EventType.ERROR}' AS type
+                    FROM events.errors INNER JOIN public.errors AS lg USING (error_id) LEFT JOIN public.sessions AS s USING(session_id)
                     WHERE
                       s.project_id = %(project_id)s
                       AND lg.name ILIKE %(svalue)s
@@ -172,8 +172,8 @@ def __errors_query(source=None, value_length=None):
                     (SELECT DISTINCT ON(lg.message)
                         lg.message AS value,
                         source,
-                        '{events.EventType.ERROR.ui_type}' AS type
-                    FROM {events.EventType.ERROR.table} INNER JOIN public.errors AS lg USING (error_id) LEFT JOIN public.sessions AS s USING(session_id)
+                        '{schemas.EventType.ERROR}' AS type
+                    FROM events.errors INNER JOIN public.errors AS lg USING (error_id) LEFT JOIN public.sessions AS s USING(session_id)
                     WHERE
                       s.project_id = %(project_id)s
                       AND lg.message ILIKE %(value)s
@@ -184,8 +184,8 @@ def __errors_query(source=None, value_length=None):
                     (SELECT DISTINCT ON(lg.name)
                         lg.name AS value,
                         source,
-                        '{events.EventType.ERROR.ui_type}' AS type
-                    FROM {events.EventType.ERROR.table} INNER JOIN public.errors AS lg USING (error_id) LEFT JOIN public.sessions AS s USING(session_id)
+                        '{schemas.EventType.ERROR}' AS type
+                    FROM events.errors INNER JOIN public.errors AS lg USING (error_id) LEFT JOIN public.sessions AS s USING(session_id)
                     WHERE
                       s.project_id = %(project_id)s
                       AND lg.name ILIKE %(value)s
@@ -195,8 +195,8 @@ def __errors_query(source=None, value_length=None):
     return f"""((SELECT DISTINCT ON(lg.message)
                     lg.message AS value,
                     source,
-                    '{events.EventType.ERROR.ui_type}' AS type
-                FROM {events.EventType.ERROR.table} INNER JOIN public.errors AS lg USING (error_id) LEFT JOIN public.sessions AS s USING(session_id)
+                    '{schemas.EventType.ERROR}' AS type
+                FROM events.errors INNER JOIN public.errors AS lg USING (error_id) LEFT JOIN public.sessions AS s USING(session_id)
                 WHERE
                   s.project_id = %(project_id)s
                   AND lg.message ILIKE %(svalue)s
@@ -207,8 +207,8 @@ def __errors_query(source=None, value_length=None):
                 (SELECT DISTINCT ON(lg.name)
                     lg.name AS value,
                     source,
-                    '{events.EventType.ERROR.ui_type}' AS type
-                FROM {events.EventType.ERROR.table} INNER JOIN public.errors AS lg USING (error_id) LEFT JOIN public.sessions AS s USING(session_id)
+                    '{schemas.EventType.ERROR}' AS type
+                FROM events.errors INNER JOIN public.errors AS lg USING (error_id) LEFT JOIN public.sessions AS s USING(session_id)
                 WHERE
                   s.project_id = %(project_id)s
                   AND lg.name ILIKE %(svalue)s
@@ -233,8 +233,8 @@ def __search_errors_mobile(project_id, value, key=None, source=None):
     if len(value) > 2:
         query = f"""(SELECT DISTINCT ON(lg.reason)
                         lg.reason AS value,
-                        '{events.EventType.CRASH_MOBILE.ui_type}' AS type
-                    FROM {events.EventType.CRASH_MOBILE.table} INNER JOIN public.crashes_ios AS lg USING (crash_ios_id) LEFT JOIN public.sessions AS s USING(session_id)
+                        '{schemas.EventType.ERROR_MOBILE}' AS type
+                    FROM events_common.crashes INNER JOIN public.crashes_ios AS lg USING (crash_ios_id) LEFT JOIN public.sessions AS s USING(session_id)
                     WHERE
                       s.project_id = %(project_id)s
                       AND lg.project_id = %(project_id)s
@@ -243,8 +243,8 @@ def __search_errors_mobile(project_id, value, key=None, source=None):
                     UNION ALL
                     (SELECT DISTINCT ON(lg.name)
                         lg.name AS value,
-                        '{events.EventType.CRASH_MOBILE.ui_type}' AS type
-                    FROM {events.EventType.CRASH_MOBILE.table} INNER JOIN public.crashes_ios AS lg USING (crash_ios_id) LEFT JOIN public.sessions AS s USING(session_id)
+                        '{schemas.EventType.ERROR_MOBILE}' AS type
+                    FROM events_common.crashes INNER JOIN public.crashes_ios AS lg USING (crash_ios_id) LEFT JOIN public.sessions AS s USING(session_id)
                     WHERE
                       s.project_id = %(project_id)s
                       AND lg.project_id = %(project_id)s
@@ -253,8 +253,8 @@ def __search_errors_mobile(project_id, value, key=None, source=None):
                     UNION ALL
                     (SELECT DISTINCT ON(lg.reason)
                         lg.reason AS value,
-                        '{events.EventType.CRASH_MOBILE.ui_type}' AS type
-                    FROM {events.EventType.CRASH_MOBILE.table} INNER JOIN public.crashes_ios AS lg USING (crash_ios_id) LEFT JOIN public.sessions AS s USING(session_id)
+                        '{schemas.EventType.ERROR_MOBILE}' AS type
+                    FROM events_common.crashes INNER JOIN public.crashes_ios AS lg USING (crash_ios_id) LEFT JOIN public.sessions AS s USING(session_id)
                     WHERE
                       s.project_id = %(project_id)s
                       AND lg.project_id = %(project_id)s
@@ -263,8 +263,8 @@ def __search_errors_mobile(project_id, value, key=None, source=None):
                     UNION ALL
                     (SELECT DISTINCT ON(lg.name)
                         lg.name AS value,
-                        '{events.EventType.CRASH_MOBILE.ui_type}' AS type
-                    FROM {events.EventType.CRASH_MOBILE.table} INNER JOIN public.crashes_ios AS lg USING (crash_ios_id) LEFT JOIN public.sessions AS s USING(session_id)
+                        '{schemas.EventType.ERROR_MOBILE}' AS type
+                    FROM events_common.crashes INNER JOIN public.crashes_ios AS lg USING (crash_ios_id) LEFT JOIN public.sessions AS s USING(session_id)
                     WHERE
                       s.project_id = %(project_id)s
                       AND lg.project_id = %(project_id)s
@@ -273,8 +273,8 @@ def __search_errors_mobile(project_id, value, key=None, source=None):
     else:
         query = f"""(SELECT DISTINCT ON(lg.reason)
                             lg.reason AS value,
-                            '{events.EventType.CRASH_MOBILE.ui_type}' AS type
-                        FROM {events.EventType.CRASH_MOBILE.table} INNER JOIN public.crashes_ios AS lg USING (crash_ios_id) LEFT JOIN public.sessions AS s USING(session_id)
+                            '{schemas.EventType.ERROR_MOBILE}' AS type
+                        FROM events_common.crashes INNER JOIN public.crashes_ios AS lg USING (crash_ios_id) LEFT JOIN public.sessions AS s USING(session_id)
                         WHERE
                           s.project_id = %(project_id)s
                           AND lg.project_id = %(project_id)s
@@ -283,8 +283,8 @@ def __search_errors_mobile(project_id, value, key=None, source=None):
                         UNION ALL
                         (SELECT DISTINCT ON(lg.name)
                             lg.name AS value,
-                            '{events.EventType.CRASH_MOBILE.ui_type}' AS type
-                        FROM {events.EventType.CRASH_MOBILE.table} INNER JOIN public.crashes_ios AS lg USING (crash_ios_id) LEFT JOIN public.sessions AS s USING(session_id)
+                            '{schemas.EventType.ERROR_MOBILE}' AS type
+                        FROM events_common.crashes INNER JOIN public.crashes_ios AS lg USING (crash_ios_id) LEFT JOIN public.sessions AS s USING(session_id)
                         WHERE
                           s.project_id = %(project_id)s
                           AND lg.project_id = %(project_id)s
@@ -326,7 +326,7 @@ def __search_metadata(project_id, value, key=None, source=None):
                                 AND {colname} ILIKE %(svalue)s LIMIT 5)""")
     with pg_client.PostgresClient() as cur:
         cur.execute(cur.mogrify(f"""\
-                    SELECT key, value, 'METADATA' AS TYPE
+                    SELECT DISTINCT ON(key, value) key, value, 'METADATA' AS TYPE
                     FROM({" UNION ALL ".join(sub_from)}) AS all_metas
                     LIMIT 5;""", {"project_id": project_id, "value": helper.string_to_sql_like(value),
                                   "svalue": helper.string_to_sql_like("^" + value)}))
@@ -376,7 +376,6 @@ def is_top_supported(event_type):
     return TYPE_TO_COLUMN.get(event_type, False)
 
 
-@CachedResponse(table="or_cache.autocomplete_top_values", ttl=5 * 60)
 def get_top_values(project_id, event_type, event_key=None):
     with pg_client.PostgresClient() as cur:
         if schemas.FilterType.has_value(event_type):

api/chalicelib/core/autocomplete/autocomplete_ch.py

@@ -1,10 +1,9 @@
 import logging
+
 import schemas
-from chalicelib.core import countries, events, metadata
+from chalicelib.core import countries, metadata
 from chalicelib.utils import ch_client
 from chalicelib.utils import helper, exp_ch_helper
-from chalicelib.utils.event_filter_definition import Event
-from chalicelib.utils.or_cache import CachedResponse
 
 logger = logging.getLogger(__name__)
 TABLE = "experimental.autocomplete"
@@ -86,7 +85,8 @@ def __generic_query(typename, value_length=None):
                       ORDER BY value"""
 
     if value_length is None or value_length > 2:
-        return f"""(SELECT DISTINCT value, type
+        return f"""SELECT DISTINCT ON(value, type) value, type
+                   FROM ((SELECT DISTINCT value, type
                     FROM {TABLE}
                     WHERE
                       project_id = %(project_id)s
@@ -102,7 +102,7 @@ def __generic_query(typename, value_length=None):
                       AND type='{typename.upper()}'
                       AND value ILIKE %(value)s
                       ORDER BY value
-                    LIMIT 5);"""
+                    LIMIT 5)) AS raw;"""
     return f"""SELECT DISTINCT value, type
                 FROM {TABLE}
                 WHERE
@@ -113,7 +113,7 @@ def __generic_query(typename, value_length=None):
                 LIMIT 10;"""
 
 
-def __generic_autocomplete(event: Event):
+def __generic_autocomplete(event: str):
     def f(project_id, value, key=None, source=None):
         with ch_client.ClickHouseClient() as cur:
             query = __generic_query(event.ui_type, value_length=len(value))
@@ -149,7 +149,7 @@ def __pg_errors_query(source=None, value_length=None):
         return f"""((SELECT DISTINCT ON(message)
                         message AS value,
                         source,
-                        '{events.EventType.ERROR.ui_type}' AS type
+                        '{schemas.EventType.ERROR}' AS type
                     FROM {MAIN_TABLE}
                     WHERE
                       project_id = %(project_id)s
@@ -161,7 +161,7 @@ def __pg_errors_query(source=None, value_length=None):
                     (SELECT DISTINCT ON(name)
                         name AS value,
                         source,
-                        '{events.EventType.ERROR.ui_type}' AS type
+                        '{schemas.EventType.ERROR}' AS type
                     FROM {MAIN_TABLE}
                     WHERE
                       project_id = %(project_id)s
@@ -172,7 +172,7 @@ def __pg_errors_query(source=None, value_length=None):
                     (SELECT DISTINCT ON(message)
                         message AS value,
                         source,
-                        '{events.EventType.ERROR.ui_type}' AS type
+                        '{schemas.EventType.ERROR}' AS type
                     FROM {MAIN_TABLE}
                     WHERE
                       project_id = %(project_id)s
@@ -183,7 +183,7 @@ def __pg_errors_query(source=None, value_length=None):
                     (SELECT DISTINCT ON(name)
                         name AS value,
                         source,
-                        '{events.EventType.ERROR.ui_type}' AS type
+                        '{schemas.EventType.ERROR}' AS type
                     FROM {MAIN_TABLE}
                     WHERE
                       project_id = %(project_id)s
@@ -193,7 +193,7 @@ def __pg_errors_query(source=None, value_length=None):
     return f"""((SELECT DISTINCT ON(message)
                     message AS value,
                     source,
-                    '{events.EventType.ERROR.ui_type}' AS type
+                    '{schemas.EventType.ERROR}' AS type
                 FROM {MAIN_TABLE}
                 WHERE
                   project_id = %(project_id)s
@@ -204,7 +204,7 @@ def __pg_errors_query(source=None, value_length=None):
                 (SELECT DISTINCT ON(name)
                     name AS value,
                     source,
-                    '{events.EventType.ERROR.ui_type}' AS type
+                    '{schemas.EventType.ERROR}' AS type
                 FROM {MAIN_TABLE}
                 WHERE
                   project_id = %(project_id)s
@@ -257,10 +257,11 @@ def __search_metadata(project_id, value, key=None, source=None):
                                 WHERE project_id = %(project_id)s
                                 AND {colname} ILIKE %(svalue)s LIMIT 5)""")
     with ch_client.ClickHouseClient() as cur:
-        query = cur.format(query=f"""SELECT key, value, 'METADATA' AS TYPE
+        query = cur.format(query=f"""SELECT DISTINCT ON(key, value) key, value, 'METADATA' AS TYPE
                                 FROM({" UNION ALL ".join(sub_from)}) AS all_metas
-                                LIMIT 5;""", parameters={"project_id": project_id, "value": helper.string_to_sql_like(value),
-                                              "svalue": helper.string_to_sql_like("^" + value)})
+                                LIMIT 5;""",
+                           parameters={"project_id": project_id, "value": helper.string_to_sql_like(value),
+                                       "svalue": helper.string_to_sql_like("^" + value)})
         results = cur.execute(query)
     return helper.list_to_camel_case(results)
 
@@ -297,7 +298,6 @@ def is_top_supported(event_type):
     return TYPE_TO_COLUMN.get(event_type, False)
 
 
-@CachedResponse(table="or_cache.autocomplete_top_values", ttl=5 * 60)
 def get_top_values(project_id, event_type, event_key=None):
     with ch_client.ClickHouseClient() as cur:
         if schemas.FilterType.has_value(event_type):

api/chalicelib/core/errors/errors_ch.py

@@ -1,3 +1,5 @@
+import logging
+
 import schemas
 from chalicelib.core import metadata
 from chalicelib.core.errors import errors_legacy
@@ -7,6 +9,8 @@ from chalicelib.utils import ch_client, exp_ch_helper
 from chalicelib.utils import helper, metrics_helper
 from chalicelib.utils.TimeUTC import TimeUTC
 
+logger = logging.getLogger(__name__)
+
 
 def _multiple_values(values, value_key="value"):
     query_values = {}
@@ -338,14 +342,14 @@ def search(data: schemas.SearchErrorsSchema, project: schemas.ProjectContext, us
                 SELECT details.error_id as error_id,
                         name, message, users, total, 
                         sessions, last_occurrence, first_occurrence, chart
-                FROM (SELECT JSONExtractString(toString(`$properties`), 'error_id') AS error_id,
+                FROM (SELECT error_id,
                              JSONExtractString(toString(`$properties`), 'name') AS name,
                              JSONExtractString(toString(`$properties`), 'message') AS message,
                              COUNT(DISTINCT user_id)  AS users,
                              COUNT(DISTINCT events.session_id) AS sessions,
                              MAX(created_at)              AS max_datetime,
                              MIN(created_at)              AS min_datetime,
-                             COUNT(DISTINCT JSONExtractString(toString(`$properties`), 'error_id')) 
+                             COUNT(DISTINCT error_id) 
                                 OVER() AS total
                       FROM {MAIN_EVENTS_TABLE} AS events
                             INNER JOIN (SELECT session_id, coalesce(user_id,toString(user_uuid)) AS user_id 
@@ -357,7 +361,7 @@ def search(data: schemas.SearchErrorsSchema, project: schemas.ProjectContext, us
                       GROUP BY error_id, name, message
                       ORDER BY {sort} {order}
                       LIMIT %(errors_limit)s OFFSET %(errors_offset)s) AS details 
-                        INNER JOIN (SELECT JSONExtractString(toString(`$properties`), 'error_id') AS error_id, 
+                        INNER JOIN (SELECT error_id, 
                                             toUnixTimestamp(MAX(created_at))*1000 AS last_occurrence, 
                                             toUnixTimestamp(MIN(created_at))*1000 AS first_occurrence
                                      FROM {MAIN_EVENTS_TABLE}
@@ -366,7 +370,7 @@ def search(data: schemas.SearchErrorsSchema, project: schemas.ProjectContext, us
                                      GROUP BY error_id) AS time_details
                 ON details.error_id=time_details.error_id
                     INNER JOIN (SELECT error_id, groupArray([timestamp, count]) AS chart
-                    FROM (SELECT JSONExtractString(toString(`$properties`), 'error_id') AS error_id, 
+                    FROM (SELECT error_id, 
                                  gs.generate_series AS timestamp,
                                  COUNT(DISTINCT session_id) AS count
                             FROM generate_series(%(startDate)s, %(endDate)s, %(step_size)s) AS gs
@@ -378,9 +382,9 @@ def search(data: schemas.SearchErrorsSchema, project: schemas.ProjectContext, us
                             ORDER BY timestamp) AS sub_table
                             GROUP BY error_id) AS chart_details ON details.error_id=chart_details.error_id;"""
 
-        # print("------------")
-        # print(ch.format(main_ch_query, params))
-        # print("------------")
+        logger.debug("------------")
+        logger.debug(ch.format(main_ch_query, params))
+        logger.debug("------------")
         query = ch.format(query=main_ch_query, parameters=params)
 
         rows = ch.execute(query=query)

api/chalicelib/core/events.py

@@ -1,226 +0,0 @@
-from functools import cache
-from typing import Optional
-
-import schemas
-from chalicelib.core import issues
-from chalicelib.core.autocomplete import autocomplete
-from chalicelib.core.sessions import sessions_metas
-from chalicelib.utils import pg_client, helper
-from chalicelib.utils.TimeUTC import TimeUTC
-from chalicelib.utils.event_filter_definition import SupportedFilter, Event
-
-
-def get_customs_by_session_id(session_id, project_id):
-    with pg_client.PostgresClient() as cur:
-        cur.execute(cur.mogrify("""\
-            SELECT 
-                c.*,
-                'CUSTOM' AS type
-            FROM events_common.customs AS c
-            WHERE 
-              c.session_id = %(session_id)s
-            ORDER BY c.timestamp;""",
-                                {"project_id": project_id, "session_id": session_id})
-                    )
-        rows = cur.fetchall()
-    return helper.dict_to_camel_case(rows)
-
-
-def __merge_cells(rows, start, count, replacement):
-    rows[start] = replacement
-    rows = rows[:start + 1] + rows[start + count:]
-    return rows
-
-
-def __get_grouped_clickrage(rows, session_id, project_id):
-    click_rage_issues = issues.get_by_session_id(session_id=session_id, issue_type="click_rage", project_id=project_id)
-    if len(click_rage_issues) == 0:
-        return rows
-
-    for c in click_rage_issues:
-        merge_count = c.get("payload")
-        if merge_count is not None:
-            merge_count = merge_count.get("Count", 3)
-        else:
-            merge_count = 3
-        for i in range(len(rows)):
-            if rows[i]["timestamp"] == c["timestamp"]:
-                rows = __merge_cells(rows=rows,
-                                     start=i,
-                                     count=merge_count,
-                                     replacement={**rows[i], "type": "CLICKRAGE", "count": merge_count})
-                break
-    return rows
-
-
-def get_by_session_id(session_id, project_id, group_clickrage=False, event_type: Optional[schemas.EventType] = None):
-    with pg_client.PostgresClient() as cur:
-        rows = []
-        if event_type is None or event_type == schemas.EventType.CLICK:
-            cur.execute(cur.mogrify("""\
-                SELECT 
-                    c.*,
-                    'CLICK' AS type
-                FROM events.clicks AS c
-                WHERE 
-                  c.session_id = %(session_id)s
-                ORDER BY c.timestamp;""",
-                                    {"project_id": project_id, "session_id": session_id})
-                        )
-            rows += cur.fetchall()
-            if group_clickrage:
-                rows = __get_grouped_clickrage(rows=rows, session_id=session_id, project_id=project_id)
-        if event_type is None or event_type == schemas.EventType.INPUT:
-            cur.execute(cur.mogrify("""
-                SELECT 
-                    i.*,
-                    'INPUT' AS type
-                FROM events.inputs AS i
-                WHERE 
-                  i.session_id = %(session_id)s
-                ORDER BY i.timestamp;""",
-                                    {"project_id": project_id, "session_id": session_id})
-                        )
-            rows += cur.fetchall()
-        if event_type is None or event_type == schemas.EventType.LOCATION:
-            cur.execute(cur.mogrify("""\
-                SELECT 
-                    l.*,
-                    l.path AS value,
-                    l.path AS url,
-                    'LOCATION' AS type
-                FROM events.pages AS l
-                WHERE 
-                  l.session_id = %(session_id)s
-                ORDER BY l.timestamp;""", {"project_id": project_id, "session_id": session_id}))
-            rows += cur.fetchall()
-        rows = helper.list_to_camel_case(rows)
-        rows = sorted(rows, key=lambda k: (k["timestamp"], k["messageId"]))
-    return rows
-
-
-def _search_tags(project_id, value, key=None, source=None):
-    with pg_client.PostgresClient() as cur:
-        query = f"""
-        SELECT public.tags.name
-               'TAG' AS type
-        FROM public.tags
-        WHERE public.tags.project_id = %(project_id)s
-        ORDER BY SIMILARITY(public.tags.name, %(value)s) DESC
-        LIMIT 10
-        """
-        query = cur.mogrify(query, {'project_id': project_id, 'value': value})
-        cur.execute(query)
-        results = helper.list_to_camel_case(cur.fetchall())
-    return results
-
-
-class EventType:
-    CLICK = Event(ui_type=schemas.EventType.CLICK, table="events.clicks", column="label")
-    INPUT = Event(ui_type=schemas.EventType.INPUT, table="events.inputs", column="label")
-    LOCATION = Event(ui_type=schemas.EventType.LOCATION, table="events.pages", column="path")
-    CUSTOM = Event(ui_type=schemas.EventType.CUSTOM, table="events_common.customs", column="name")
-    REQUEST = Event(ui_type=schemas.EventType.REQUEST, table="events_common.requests", column="path")
-    GRAPHQL = Event(ui_type=schemas.EventType.GRAPHQL, table="events.graphql", column="name")
-    STATEACTION = Event(ui_type=schemas.EventType.STATE_ACTION, table="events.state_actions", column="name")
-    TAG = Event(ui_type=schemas.EventType.TAG, table="events.tags", column="tag_id")
-    ERROR = Event(ui_type=schemas.EventType.ERROR, table="events.errors",
-                  column=None)  # column=None because errors are searched by name or message
-    METADATA = Event(ui_type=schemas.FilterType.METADATA, table="public.sessions", column=None)
-    #     MOBILE
-    CLICK_MOBILE = Event(ui_type=schemas.EventType.CLICK_MOBILE, table="events_ios.taps", column="label")
-    INPUT_MOBILE = Event(ui_type=schemas.EventType.INPUT_MOBILE, table="events_ios.inputs", column="label")
-    VIEW_MOBILE = Event(ui_type=schemas.EventType.VIEW_MOBILE, table="events_ios.views", column="name")
-    SWIPE_MOBILE = Event(ui_type=schemas.EventType.SWIPE_MOBILE, table="events_ios.swipes", column="label")
-    CUSTOM_MOBILE = Event(ui_type=schemas.EventType.CUSTOM_MOBILE, table="events_common.customs", column="name")
-    REQUEST_MOBILE = Event(ui_type=schemas.EventType.REQUEST_MOBILE, table="events_common.requests", column="path")
-    CRASH_MOBILE = Event(ui_type=schemas.EventType.ERROR_MOBILE, table="events_common.crashes",
-                         column=None)  # column=None because errors are searched by name or message
-
-
-@cache
-def supported_types():
-    return {
-        EventType.CLICK.ui_type: SupportedFilter(get=autocomplete.__generic_autocomplete(EventType.CLICK),
-                                                 query=autocomplete.__generic_query(typename=EventType.CLICK.ui_type)),
-        EventType.INPUT.ui_type: SupportedFilter(get=autocomplete.__generic_autocomplete(EventType.INPUT),
-                                                 query=autocomplete.__generic_query(typename=EventType.INPUT.ui_type)),
-        EventType.LOCATION.ui_type: SupportedFilter(get=autocomplete.__generic_autocomplete(EventType.LOCATION),
-                                                    query=autocomplete.__generic_query(
-                                                        typename=EventType.LOCATION.ui_type)),
-        EventType.CUSTOM.ui_type: SupportedFilter(get=autocomplete.__generic_autocomplete(EventType.CUSTOM),
-                                                  query=autocomplete.__generic_query(
-                                                      typename=EventType.CUSTOM.ui_type)),
-        EventType.REQUEST.ui_type: SupportedFilter(get=autocomplete.__generic_autocomplete(EventType.REQUEST),
-                                                   query=autocomplete.__generic_query(
-                                                       typename=EventType.REQUEST.ui_type)),
-        EventType.GRAPHQL.ui_type: SupportedFilter(get=autocomplete.__generic_autocomplete(EventType.GRAPHQL),
-                                                   query=autocomplete.__generic_query(
-                                                       typename=EventType.GRAPHQL.ui_type)),
-        EventType.STATEACTION.ui_type: SupportedFilter(get=autocomplete.__generic_autocomplete(EventType.STATEACTION),
-                                                       query=autocomplete.__generic_query(
-                                                           typename=EventType.STATEACTION.ui_type)),
-        EventType.TAG.ui_type: SupportedFilter(get=_search_tags, query=None),
-        EventType.ERROR.ui_type: SupportedFilter(get=autocomplete.__search_errors,
-                                                 query=None),
-        EventType.METADATA.ui_type: SupportedFilter(get=autocomplete.__search_metadata,
-                                                    query=None),
-        #     MOBILE
-        EventType.CLICK_MOBILE.ui_type: SupportedFilter(get=autocomplete.__generic_autocomplete(EventType.CLICK_MOBILE),
-                                                        query=autocomplete.__generic_query(
-                                                            typename=EventType.CLICK_MOBILE.ui_type)),
-        EventType.SWIPE_MOBILE.ui_type: SupportedFilter(get=autocomplete.__generic_autocomplete(EventType.SWIPE_MOBILE),
-                                                        query=autocomplete.__generic_query(
-                                                            typename=EventType.SWIPE_MOBILE.ui_type)),
-        EventType.INPUT_MOBILE.ui_type: SupportedFilter(get=autocomplete.__generic_autocomplete(EventType.INPUT_MOBILE),
-                                                        query=autocomplete.__generic_query(
-                                                            typename=EventType.INPUT_MOBILE.ui_type)),
-        EventType.VIEW_MOBILE.ui_type: SupportedFilter(get=autocomplete.__generic_autocomplete(EventType.VIEW_MOBILE),
-                                                       query=autocomplete.__generic_query(
-                                                           typename=EventType.VIEW_MOBILE.ui_type)),
-        EventType.CUSTOM_MOBILE.ui_type: SupportedFilter(
-            get=autocomplete.__generic_autocomplete(EventType.CUSTOM_MOBILE),
-            query=autocomplete.__generic_query(
-                typename=EventType.CUSTOM_MOBILE.ui_type)),
-        EventType.REQUEST_MOBILE.ui_type: SupportedFilter(
-            get=autocomplete.__generic_autocomplete(EventType.REQUEST_MOBILE),
-            query=autocomplete.__generic_query(
-                typename=EventType.REQUEST_MOBILE.ui_type)),
-        EventType.CRASH_MOBILE.ui_type: SupportedFilter(get=autocomplete.__search_errors_mobile,
-                                                        query=None),
-    }
-
-
-def get_errors_by_session_id(session_id, project_id):
-    with pg_client.PostgresClient() as cur:
-        cur.execute(cur.mogrify(f"""\
-                    SELECT er.*,ur.*, er.timestamp - s.start_ts AS time
-                    FROM {EventType.ERROR.table} AS er INNER JOIN public.errors AS ur USING (error_id) INNER JOIN public.sessions AS s USING (session_id)
-                    WHERE er.session_id = %(session_id)s AND s.project_id=%(project_id)s
-                    ORDER BY timestamp;""", {"session_id": session_id, "project_id": project_id}))
-        errors = cur.fetchall()
-        for e in errors:
-            e["stacktrace_parsed_at"] = TimeUTC.datetime_to_timestamp(e["stacktrace_parsed_at"])
-        return helper.list_to_camel_case(errors)
-
-
-def search(text, event_type, project_id, source, key):
-    if not event_type:
-        return {"data": autocomplete.__get_autocomplete_table(text, project_id)}
-
-    if event_type in supported_types().keys():
-        rows = supported_types()[event_type].get(project_id=project_id, value=text, key=key, source=source)
-    elif event_type + "_MOBILE" in supported_types().keys():
-        rows = supported_types()[event_type + "_MOBILE"].get(project_id=project_id, value=text, key=key, source=source)
-    elif event_type in sessions_metas.supported_types().keys():
-        return sessions_metas.search(text, event_type, project_id)
-    elif event_type.endswith("_IOS") \
-            and event_type[:-len("_IOS")] in sessions_metas.supported_types().keys():
-        return sessions_metas.search(text, event_type, project_id)
-    elif event_type.endswith("_MOBILE") \
-            and event_type[:-len("_MOBILE")] in sessions_metas.supported_types().keys():
-        return sessions_metas.search(text, event_type, project_id)
-    else:
-        return {"errors": ["unsupported event"]}
-
-    return {"data": rows}

api/chalicelib/core/events/__init__.py

@@ -0,0 +1,11 @@
+import logging
+
+from decouple import config
+
+logger = logging.getLogger(__name__)
+
+if config("EXP_EVENTS", cast=bool, default=False):
+    logger.info(">>> Using experimental events replay")
+    from . import events_ch as events
+else:
+    from . import events_pg as events

api/chalicelib/core/events/events_ch.py

@@ -0,0 +1,96 @@
+from chalicelib.utils import ch_client
+from .events_pg import *
+from chalicelib.utils.exp_ch_helper import explode_dproperties, add_timestamp
+
+
+def get_customs_by_session_id(session_id, project_id):
+    with ch_client.ClickHouseClient() as cur:
+        rows = cur.execute(""" \
+                           SELECT `$properties`,
+                                  properties,
+                                  created_at,
+                                  'CUSTOM' AS type,
+                                  `$event_name` AS name   
+                           FROM product_analytics.events
+                           WHERE session_id = %(session_id)s
+                             AND NOT `$auto_captured`
+                             AND `$event_name`!='INCIDENT'
+                           ORDER BY created_at;""",
+                           {"project_id": project_id, "session_id": session_id})
+    rows = helper.list_to_camel_case(rows, ignore_keys=["properties"])
+    rows = explode_dproperties(rows)
+    rows = add_timestamp(rows)
+    return rows
+
+
+def __merge_cells(rows, start, count, replacement):
+    rows[start] = replacement
+    rows = rows[:start + 1] + rows[start + count:]
+    return rows
+
+
+def __get_grouped_clickrage(rows, session_id, project_id):
+    click_rage_issues = issues.get_by_session_id(session_id=session_id, issue_type="click_rage", project_id=project_id)
+    if len(click_rage_issues) == 0:
+        return rows
+
+    for c in click_rage_issues:
+        merge_count = c.get("payload")
+        if merge_count is not None:
+            merge_count = merge_count.get("Count", 3)
+        else:
+            merge_count = 3
+        for i in range(len(rows)):
+            if rows[i]["created_at"] == c["createdAt"]:
+                rows = __merge_cells(rows=rows,
+                                     start=i,
+                                     count=merge_count,
+                                     replacement={**rows[i], "type": "CLICKRAGE", "count": merge_count})
+                break
+    return rows
+
+
+def get_by_session_id(session_id, project_id, group_clickrage=False, event_type: Optional[schemas.EventType] = None):
+    with ch_client.ClickHouseClient() as cur:
+        select_events = ('CLICK', 'INPUT', 'LOCATION')
+        if event_type is not None:
+            select_events = (event_type,)
+        query = cur.format(query=""" \
+                                 SELECT created_at,
+                                        `$properties`,
+                                        `$event_name` AS type
+                                 FROM product_analytics.events
+                                 WHERE session_id = %(session_id)s
+                                   AND `$event_name` IN %(select_events)s
+                                   AND `$auto_captured`
+                                 ORDER BY created_at;""",
+                           parameters={"project_id": project_id, "session_id": session_id,
+                                       "select_events": select_events})
+        rows = cur.execute(query)
+        rows = explode_dproperties(rows)
+        if group_clickrage and 'CLICK' in select_events:
+            rows = __get_grouped_clickrage(rows=rows, session_id=session_id, project_id=project_id)
+
+        rows = helper.list_to_camel_case(rows)
+        rows = sorted(rows, key=lambda k: k["createdAt"])
+    rows = add_timestamp(rows)
+    return rows
+
+
+def get_incidents_by_session_id(session_id, project_id):
+    with ch_client.ClickHouseClient() as cur:
+        query = cur.format(query=""" \
+                                 SELECT created_at,
+                                        `$properties`,
+                                        `$event_name` AS type
+                                 FROM product_analytics.events
+                                 WHERE session_id = %(session_id)s
+                                   AND `$event_name` = 'INCIDENT'
+                                   AND `$auto_captured`
+                                 ORDER BY created_at;""",
+                           parameters={"project_id": project_id, "session_id": session_id})
+        rows = cur.execute(query)
+        rows = explode_dproperties(rows)
+        rows = helper.list_to_camel_case(rows)
+        rows = sorted(rows, key=lambda k: k["createdAt"])
+    return rows

api/chalicelib/core/events/events_mobile.py

@@ -1,5 +1,5 @@
 from chalicelib.utils import pg_client, helper
-from chalicelib.core import events
+from . import events
 
 
 def get_customs_by_session_id(session_id, project_id):
@@ -58,7 +58,7 @@ def get_crashes_by_session_id(session_id):
     with pg_client.PostgresClient() as cur:
         cur.execute(cur.mogrify(f"""
                     SELECT cr.*,uc.*, cr.timestamp - s.start_ts AS time
-                    FROM {events.EventType.CRASH_MOBILE.table} AS cr 
+                    FROM events_common.crashes AS cr 
                         INNER JOIN public.crashes_ios AS uc USING (crash_ios_id) 
                         INNER JOIN public.sessions AS s USING (session_id)
                     WHERE

api/chalicelib/core/events/events_pg.py

@@ -0,0 +1,209 @@
+import logging
+from functools import cache
+from typing import Optional
+
+import schemas
+from chalicelib.core.autocomplete import autocomplete
+from chalicelib.core.issues import issues
+from chalicelib.core.sessions import sessions_metas
+from chalicelib.utils import pg_client, helper
+from chalicelib.utils.TimeUTC import TimeUTC
+from chalicelib.utils.event_filter_definition import SupportedFilter
+
+logger = logging.getLogger(__name__)
+
+
+def get_customs_by_session_id(session_id, project_id):
+    with pg_client.PostgresClient() as cur:
+        cur.execute(cur.mogrify(""" \
+                                SELECT c.*,
+                                       'CUSTOM' AS type
+                                FROM events_common.customs AS c
+                                WHERE c.session_id = %(session_id)s
+                                ORDER BY c.timestamp;""",
+                                {"project_id": project_id, "session_id": session_id})
+                    )
+        rows = cur.fetchall()
+    return helper.list_to_camel_case(rows)
+
+
+def __merge_cells(rows, start, count, replacement):
+    rows[start] = replacement
+    rows = rows[:start + 1] + rows[start + count:]
+    return rows
+
+
+def __get_grouped_clickrage(rows, session_id, project_id):
+    click_rage_issues = issues.get_by_session_id(session_id=session_id, issue_type="click_rage", project_id=project_id)
+    if len(click_rage_issues) == 0:
+        return rows
+
+    for c in click_rage_issues:
+        merge_count = c.get("payload")
+        if merge_count is not None:
+            merge_count = merge_count.get("Count", 3)
+        else:
+            merge_count = 3
+        for i in range(len(rows)):
+            if rows[i]["timestamp"] == c["timestamp"]:
+                rows = __merge_cells(rows=rows,
+                                     start=i,
+                                     count=merge_count,
+                                     replacement={**rows[i], "type": "CLICKRAGE", "count": merge_count})
+                break
+    return rows
+
+
+def get_by_session_id(session_id, project_id, group_clickrage=False, event_type: Optional[schemas.EventType] = None):
+    with pg_client.PostgresClient() as cur:
+        rows = []
+        if event_type is None or event_type == schemas.EventType.CLICK:
+            cur.execute(cur.mogrify(""" \
+                                    SELECT c.*,
+                                           'CLICK' AS type
+                                    FROM events.clicks AS c
+                                    WHERE c.session_id = %(session_id)s
+                                    ORDER BY c.timestamp;""",
+                                    {"project_id": project_id, "session_id": session_id})
+                        )
+            rows += cur.fetchall()
+            if group_clickrage:
+                rows = __get_grouped_clickrage(rows=rows, session_id=session_id, project_id=project_id)
+        if event_type is None or event_type == schemas.EventType.INPUT:
+            cur.execute(cur.mogrify("""
+                                    SELECT i.*,
+                                           'INPUT' AS type
+                                    FROM events.inputs AS i
+                                    WHERE i.session_id = %(session_id)s
+                                    ORDER BY i.timestamp;""",
+                                    {"project_id": project_id, "session_id": session_id})
+                        )
+            rows += cur.fetchall()
+        if event_type is None or event_type == schemas.EventType.LOCATION:
+            cur.execute(cur.mogrify(""" \
+                                    SELECT l.*,
+                                           l.path AS value,
+                    l.path AS url,
+                    'LOCATION' AS type
+                                    FROM events.pages AS l
+                                    WHERE
+                                        l.session_id = %(session_id)s
+                                    ORDER BY l.timestamp;""", {"project_id": project_id, "session_id": session_id}))
+            rows += cur.fetchall()
+        rows = helper.list_to_camel_case(rows)
+        rows = sorted(rows, key=lambda k: (k["timestamp"], k["messageId"]))
+    return rows
+
+
+def _search_tags(project_id, value, key=None, source=None):
+    with pg_client.PostgresClient() as cur:
+        query = f"""
+        SELECT public.tags.name
+               'TAG' AS type
+        FROM public.tags
+        WHERE public.tags.project_id = %(project_id)s
+        ORDER BY SIMILARITY(public.tags.name, %(value)s) DESC
+        LIMIT 10
+        """
+        query = cur.mogrify(query, {'project_id': project_id, 'value': value})
+        cur.execute(query)
+        results = helper.list_to_camel_case(cur.fetchall())
+    return results
+
+
+@cache
+def supported_types():
+    return {
+        schemas.EventType.CLICK: SupportedFilter(get=autocomplete.__generic_autocomplete(schemas.EventType.CLICK),
+                                                 query=autocomplete.__generic_query(typename=schemas.EventType.CLICK)),
+        schemas.EventType.INPUT: SupportedFilter(get=autocomplete.__generic_autocomplete(schemas.EventType.INPUT),
+                                                 query=autocomplete.__generic_query(typename=schemas.EventType.INPUT)),
+        schemas.EventType.LOCATION: SupportedFilter(get=autocomplete.__generic_autocomplete(schemas.EventType.LOCATION),
+                                                    query=autocomplete.__generic_query(
+                                                        typename=schemas.EventType.LOCATION)),
+        schemas.EventType.CUSTOM: SupportedFilter(get=autocomplete.__generic_autocomplete(schemas.EventType.CUSTOM),
+                                                  query=autocomplete.__generic_query(
+                                                      typename=schemas.EventType.CUSTOM)),
+        schemas.EventType.REQUEST: SupportedFilter(get=autocomplete.__generic_autocomplete(schemas.EventType.REQUEST),
+                                                   query=autocomplete.__generic_query(
+                                                       typename=schemas.EventType.REQUEST)),
+        schemas.EventType.GRAPHQL: SupportedFilter(get=autocomplete.__generic_autocomplete(schemas.EventType.GRAPHQL),
+                                                   query=autocomplete.__generic_query(
+                                                       typename=schemas.EventType.GRAPHQL)),
+        schemas.EventType.STATE_ACTION: SupportedFilter(
+            get=autocomplete.__generic_autocomplete(schemas.EventType.STATE_ACTION),
+            query=autocomplete.__generic_query(
+                typename=schemas.EventType.STATE_ACTION)),
+        schemas.EventType.TAG: SupportedFilter(get=_search_tags, query=None),
+        schemas.EventType.ERROR: SupportedFilter(get=autocomplete.__search_errors,
+                                                 query=None),
+        schemas.FilterType.METADATA: SupportedFilter(get=autocomplete.__search_metadata,
+                                                     query=None),
+        #     MOBILE
+        schemas.EventType.CLICK_MOBILE: SupportedFilter(
+            get=autocomplete.__generic_autocomplete(schemas.EventType.CLICK_MOBILE),
+            query=autocomplete.__generic_query(
+                typename=schemas.EventType.CLICK_MOBILE)),
+        schemas.EventType.SWIPE_MOBILE: SupportedFilter(
+            get=autocomplete.__generic_autocomplete(schemas.EventType.SWIPE_MOBILE),
+            query=autocomplete.__generic_query(
+                typename=schemas.EventType.SWIPE_MOBILE)),
+        schemas.EventType.INPUT_MOBILE: SupportedFilter(
+            get=autocomplete.__generic_autocomplete(schemas.EventType.INPUT_MOBILE),
+            query=autocomplete.__generic_query(
+                typename=schemas.EventType.INPUT_MOBILE)),
+        schemas.EventType.VIEW_MOBILE: SupportedFilter(
+            get=autocomplete.__generic_autocomplete(schemas.EventType.VIEW_MOBILE),
+            query=autocomplete.__generic_query(
+                typename=schemas.EventType.VIEW_MOBILE)),
+        schemas.EventType.CUSTOM_MOBILE: SupportedFilter(
+            get=autocomplete.__generic_autocomplete(schemas.EventType.CUSTOM_MOBILE),
+            query=autocomplete.__generic_query(
+                typename=schemas.EventType.CUSTOM_MOBILE)),
+        schemas.EventType.REQUEST_MOBILE: SupportedFilter(
+            get=autocomplete.__generic_autocomplete(schemas.EventType.REQUEST_MOBILE),
+            query=autocomplete.__generic_query(
+                typename=schemas.EventType.REQUEST_MOBILE)),
+        schemas.EventType.ERROR_MOBILE: SupportedFilter(get=autocomplete.__search_errors_mobile,
+                                                        query=None),
+    }
+
+
+def get_errors_by_session_id(session_id, project_id):
+    with pg_client.PostgresClient() as cur:
+        cur.execute(cur.mogrify(f"""\
+                    SELECT er.*,ur.*, er.timestamp - s.start_ts AS time
+                    FROM events.errors AS er INNER JOIN public.errors AS ur USING (error_id) INNER JOIN public.sessions AS s USING (session_id)
+                    WHERE er.session_id = %(session_id)s AND s.project_id=%(project_id)s
+                    ORDER BY timestamp;""", {"session_id": session_id, "project_id": project_id}))
+        errors = cur.fetchall()
+        for e in errors:
+            e["stacktrace_parsed_at"] = TimeUTC.datetime_to_timestamp(e["stacktrace_parsed_at"])
+        return helper.list_to_camel_case(errors)
+
+
+def get_incidents_by_session_id(session_id, project_id):
+    logger.warning("INCIDENTS not supported in PG")
+    return []
+
+
+def search(text, event_type, project_id, source, key):
+    if not event_type:
+        return {"data": autocomplete.__get_autocomplete_table(text, project_id)}
+
+    if event_type in supported_types().keys():
+        rows = supported_types()[event_type].get(project_id=project_id, value=text, key=key, source=source)
+    elif event_type + "_MOBILE" in supported_types().keys():
+        rows = supported_types()[event_type + "_MOBILE"].get(project_id=project_id, value=text, key=key, source=source)
+    elif event_type in sessions_metas.supported_types().keys():
+        return sessions_metas.search(text, event_type, project_id)
+    elif event_type.endswith("_IOS") \
+            and event_type[:-len("_IOS")] in sessions_metas.supported_types().keys():
+        return sessions_metas.search(text, event_type, project_id)
+    elif event_type.endswith("_MOBILE") \
+            and event_type[:-len("_MOBILE")] in sessions_metas.supported_types().keys():
+        return sessions_metas.search(text, event_type, project_id)
+    else:
+        return {"errors": ["unsupported event"]}
+
+    return {"data": rows}

api/chalicelib/core/issue_tracking/jira_cloud.py

@@ -50,8 +50,8 @@ class JIRAIntegration(base.BaseIntegration):
             cur.execute(
                 cur.mogrify(
                     """SELECT username, token, url
-                        FROM public.jira_cloud 
-                        WHERE user_id=%(user_id)s;""",
+                       FROM public.jira_cloud
+                       WHERE user_id = %(user_id)s;""",
                     {"user_id": self._user_id})
             )
             data = helper.dict_to_camel_case(cur.fetchone())
@@ -95,10 +95,9 @@ class JIRAIntegration(base.BaseIntegration):
     def add(self, username, token, url, obfuscate=False):
         with pg_client.PostgresClient() as cur:
             cur.execute(
-                cur.mogrify("""\
-                        INSERT INTO public.jira_cloud(username, token, user_id,url)
-                        VALUES (%(username)s, %(token)s, %(user_id)s,%(url)s)
-                        RETURNING  username, token, url;""",
+                cur.mogrify(""" \
+                            INSERT INTO public.jira_cloud(username, token, user_id, url)
+                            VALUES (%(username)s, %(token)s, %(user_id)s, %(url)s) RETURNING  username, token, url;""",
                             {"user_id": self._user_id, "username": username,
                              "token": token, "url": url})
             )
@@ -112,9 +111,10 @@ class JIRAIntegration(base.BaseIntegration):
     def delete(self):
         with pg_client.PostgresClient() as cur:
             cur.execute(
-                cur.mogrify("""\
-                        DELETE FROM public.jira_cloud
-                        WHERE user_id=%(user_id)s;""",
+                cur.mogrify(""" \
+                            DELETE
+                            FROM public.jira_cloud
+                            WHERE user_id = %(user_id)s;""",
                             {"user_id": self._user_id})
             )
             return {"state": "success"}
@@ -125,7 +125,7 @@ class JIRAIntegration(base.BaseIntegration):
                 changes={
                     "username": data.username,
                     "token": data.token if len(data.token) > 0 and data.token.find("***") == -1 \
-                        else self.integration.token,
+                        else self.integration["token"],
                     "url": str(data.url)
                 },
                 obfuscate=True

api/chalicelib/core/issues/__init__.py

@@ -0,0 +1,11 @@
+import logging
+
+from decouple import config
+
+logger = logging.getLogger(__name__)
+
+if config("EXP_EVENTS", cast=bool, default=False):
+    logger.info(">>> Using experimental issues")
+    from . import issues_ch as issues
+else:
+    from . import issues_pg as issues

api/chalicelib/core/issues/issues_ch.py

@@ -0,0 +1,59 @@
+from chalicelib.utils import ch_client, helper
+import datetime
+from chalicelib.utils.exp_ch_helper import explode_dproperties, add_timestamp
+
+
+def get(project_id, issue_id):
+    with ch_client.ClickHouseClient() as cur:
+        query = cur.format(query=""" \
+                                 SELECT *
+                                 FROM product_analytics.events
+                                 WHERE project_id = %(project_id)s
+                                   AND issue_id = %(issue_id)s;""",
+                           parameters={"project_id": project_id, "issue_id": issue_id})
+        data = cur.execute(query=query)
+        if data is not None and len(data) > 0:
+            data = data[0]
+            data["title"] = helper.get_issue_title(data["type"])
+    return helper.dict_to_camel_case(data)
+
+
+def get_by_session_id(session_id, project_id, issue_type=None):
+    with ch_client.ClickHouseClient() as cur:
+        query = cur.format(query=f"""\
+                            SELECT created_at, `$properties`
+                            FROM product_analytics.events
+                            WHERE session_id = %(session_id)s 
+                                AND project_id= %(project_id)s
+                                AND `$event_name`='ISSUE'
+                                {"AND issue_type = %(type)s" if issue_type is not None else ""}
+                            ORDER BY created_at;""",
+                           parameters={"session_id": session_id, "project_id": project_id, "type": issue_type})
+        rows = cur.execute(query)
+        rows = explode_dproperties(rows)
+        rows = helper.list_to_camel_case(rows)
+        rows = add_timestamp(rows)
+    return rows
+
+
+# To reduce the number of issues in the replay;
+# will be removed once we agree on how to show issues
+def reduce_issues(issues_list):
+    if issues_list is None:
+        return None
+    i = 0
+    # remove same-type issues if the time between them is <2s
+    while i < len(issues_list) - 1:
+        for j in range(i + 1, len(issues_list)):
+            if issues_list[i]["issueType"] == issues_list[j]["issueType"]:
+                break
+        else:
+            i += 1
+            break
+
+        if issues_list[i]["createdAt"] - issues_list[j]["createdAt"] < datetime.timedelta(seconds=2):
+            issues_list.pop(j)
+        else:
+            i += 1
+
+    return issues_list

api/chalicelib/core/issues/issues_pg.py

@@ -4,12 +4,11 @@ from chalicelib.utils import pg_client, helper
 def get(project_id, issue_id):
     with pg_client.PostgresClient() as cur:
         query = cur.mogrify(
-            """\
-            SELECT
-                *
+            """ \
+            SELECT *
             FROM public.issues
             WHERE project_id = %(project_id)s
-                AND issue_id = %(issue_id)s;""",
+              AND issue_id = %(issue_id)s;""",
             {"project_id": project_id, "issue_id": issue_id}
         )
         cur.execute(query=query)
@@ -35,6 +34,29 @@ def get_by_session_id(session_id, project_id, issue_type=None):
         return helper.list_to_camel_case(cur.fetchall())
 
 
+# To reduce the number of issues in the replay;
+# will be removed once we agree on how to show issues
+def reduce_issues(issues_list):
+    if issues_list is None:
+        return None
+    i = 0
+    # remove same-type issues if the time between them is <2s
+    while i < len(issues_list) - 1:
+        for j in range(i + 1, len(issues_list)):
+            if issues_list[i]["type"] == issues_list[j]["type"]:
+                break
+        else:
+            i += 1
+            break
+
+        if issues_list[i]["timestamp"] - issues_list[j]["timestamp"] < 2000:
+            issues_list.pop(j)
+        else:
+            i += 1
+
+    return issues_list
+
+
 def get_all_types():
     return [
         {

api/chalicelib/core/metadata.py

@@ -241,3 +241,24 @@ def get_colname_by_key(project_id, key):
         return None
 
     return index_to_colname(meta_keys[key])
+
+
+def get_for_filters(project_id):
+    with pg_client.PostgresClient() as cur:
+        query = cur.mogrify(f"""SELECT {",".join(column_names())}
+                                FROM public.projects
+                                WHERE project_id = %(project_id)s 
+                                    AND deleted_at ISNULL
+                                LIMIT 1;""", {"project_id": project_id})
+        cur.execute(query=query)
+        metas = cur.fetchone()
+        results = []
+        if metas is not None:
+            for i, k in enumerate(metas.keys()):
+                if metas[k] is not None:
+                    results.append({"id": f"meta_{i}",
+                                    "name": k,
+                                    "displayName": metas[k],
+                                    "possibleTypes": ["String"],
+                                    "autoCaptured": False})
+        return {"total": len(results), "list": results}

api/chalicelib/core/metrics/custom_metrics.py

@@ -4,7 +4,7 @@ import logging
 from fastapi import HTTPException, status
 
 import schemas
-from chalicelib.core import issues
+from chalicelib.core.issues import issues
 from chalicelib.core.errors import errors
 from chalicelib.core.metrics import heatmaps, product_analytics, funnels
 from chalicelib.core.sessions import sessions, sessions_search
@@ -61,6 +61,9 @@ def get_heat_map_chart(project: schemas.ProjectContext, user_id, data: schemas.C
         return None
     data.series[0].filter.filters += data.series[0].filter.events
     data.series[0].filter.events = []
+    print(">>>>>>>>>>>>>>>>>>>>>>>>><")
+    print(data.series[0].filter.model_dump())
+    print(">>>>>>>>>>>>>>>>>>>>>>>>><")
     return heatmaps.search_short_session(project_id=project.project_id, user_id=user_id,
                                          data=schemas.HeatMapSessionsSearch(
                                              **data.series[0].filter.model_dump()),
@@ -169,7 +172,8 @@ def get_sessions_by_card_id(project: schemas.ProjectContext, user_id, metric_id,
     results = []
     for s in data.series:
         results.append({"seriesId": s.series_id, "seriesName": s.name,
-                        **sessions_search.search_sessions(data=s.filter, project=project, user_id=user_id)})
+                        **sessions_search.search_sessions(data=s.filter, project=project, user_id=user_id,
+                                                          metric_of=data.metric_of)})
 
     return results
 
@@ -184,7 +188,8 @@ def get_sessions(project: schemas.ProjectContext, user_id, data: schemas.CardSes
             s.filter = schemas.SessionsSearchPayloadSchema(**s.filter.model_dump(by_alias=True))
 
         results.append({"seriesId": None, "seriesName": s.name,
-                        **sessions_search.search_sessions(data=s.filter, project=project, user_id=user_id)})
+                        **sessions_search.search_sessions(data=s.filter, project=project, user_id=user_id,
+                                                          metric_of=data.metric_of)})
 
     return results
 
@@ -241,14 +246,13 @@ def create_card(project: schemas.ProjectContext, user_id, data: schemas.CardSche
         params["card_info"] = json.dumps(params["card_info"])
 
         query = """INSERT INTO metrics (project_id, user_id, name, is_public,
-                            view_type, metric_type, metric_of, metric_value,
-                            metric_format, default_config, thumbnail, data,
-                            card_info)
-                   VALUES (%(project_id)s, %(user_id)s, %(name)s, %(is_public)s, 
-                              %(view_type)s, %(metric_type)s, %(metric_of)s, %(metric_value)s, 
-                              %(metric_format)s, %(default_config)s, %(thumbnail)s, %(session_data)s,
-                              %(card_info)s)
-                   RETURNING metric_id"""
+                                        view_type, metric_type, metric_of, metric_value,
+                                        metric_format, default_config, thumbnail, data,
+                                        card_info)
+                   VALUES (%(project_id)s, %(user_id)s, %(name)s, %(is_public)s,
+                           %(view_type)s, %(metric_type)s, %(metric_of)s, %(metric_value)s,
+                           %(metric_format)s, %(default_config)s, %(thumbnail)s, %(session_data)s,
+                           %(card_info)s) RETURNING metric_id"""
         if len(data.series) > 0:
             query = f"""WITH m AS ({query})
                         INSERT INTO metric_series(metric_id, index, name, filter)
@@ -525,13 +529,13 @@ def get_all(project_id, user_id):
 def delete_card(project_id, metric_id, user_id):
     with pg_client.PostgresClient() as cur:
         cur.execute(
-            cur.mogrify("""\
-            UPDATE public.metrics 
-            SET deleted_at = timezone('utc'::text, now()), edited_at = timezone('utc'::text, now()) 
-            WHERE project_id = %(project_id)s
-              AND metric_id = %(metric_id)s
-              AND (user_id = %(user_id)s OR is_public)
-            RETURNING data;""",
+            cur.mogrify(""" \
+                        UPDATE public.metrics
+                        SET deleted_at = timezone('utc'::text, now()),
+                            edited_at  = timezone('utc'::text, now())
+                        WHERE project_id = %(project_id)s
+                          AND metric_id = %(metric_id)s
+                          AND (user_id = %(user_id)s OR is_public) RETURNING data;""",
                         {"metric_id": metric_id, "project_id": project_id, "user_id": user_id})
         )
 
@@ -615,13 +619,14 @@ def get_series_for_alert(project_id, user_id):
                        FALSE AS predefined,
                        metric_id,
                        series_id
-                    FROM metric_series
-                             INNER JOIN metrics USING (metric_id)
-                    WHERE metrics.deleted_at ISNULL
-                      AND metrics.project_id = %(project_id)s
-                      AND metrics.metric_type = 'timeseries'
-                      AND (user_id = %(user_id)s OR is_public)
-                    ORDER BY name;""",
+                   FROM metric_series
+                       INNER JOIN metrics USING (metric_id)
+                   WHERE metrics.deleted_at ISNULL
+                     AND metrics.project_id = %(project_id)s
+                     AND metrics.metric_type = 'timeseries'
+                     AND (user_id = %(user_id)s
+                      OR is_public)
+                   ORDER BY name;""",
                 {"project_id": project_id, "user_id": user_id}
             )
         )
@@ -632,11 +637,11 @@ def get_series_for_alert(project_id, user_id):
 def change_state(project_id, metric_id, user_id, status):
     with pg_client.PostgresClient() as cur:
         cur.execute(
-            cur.mogrify("""\
-            UPDATE public.metrics 
-            SET active = %(status)s 
-            WHERE metric_id = %(metric_id)s
-              AND (user_id = %(user_id)s OR is_public);""",
+            cur.mogrify(""" \
+                        UPDATE public.metrics
+                        SET active = %(status)s
+                        WHERE metric_id = %(metric_id)s
+                          AND (user_id = %(user_id)s OR is_public);""",
                         {"metric_id": metric_id, "status": status, "user_id": user_id})
         )
     return get_card(metric_id=metric_id, project_id=project_id, user_id=user_id)
@@ -674,7 +679,8 @@ def get_funnel_sessions_by_issue(user_id, project_id, metric_id, issue_id,
                 "issue": issue}
 
 
-def make_chart_from_card(project: schemas.ProjectContext, user_id, metric_id, data: schemas.CardSessionsSchema):
+def make_chart_from_card(project: schemas.ProjectContext, user_id, metric_id,
+                         data: schemas.CardSessionsSchema, for_dashboard: bool = False):
     raw_metric: dict = get_card(metric_id=metric_id, project_id=project.project_id, user_id=user_id, include_data=True)
 
     if raw_metric is None:
@@ -693,7 +699,8 @@ def make_chart_from_card(project: schemas.ProjectContext, user_id, metric_id, da
             return heatmaps.search_short_session(project_id=project.project_id,
                                                  data=schemas.HeatMapSessionsSearch(**metric.model_dump()),
                                                  user_id=user_id)
-
+    elif metric.metric_type == schemas.MetricType.PATH_ANALYSIS and for_dashboard:
+        metric.hide_excess = True
     return get_chart(project=project, data=metric, user_id=user_id)
 
 

api/chalicelib/core/metrics/funnels.py

@@ -6,7 +6,7 @@ from chalicelib.utils import helper
 from chalicelib.utils import sql_helper as sh
 
 
-def filter_stages(stages: List[schemas.SessionSearchEventSchema2]):
+def filter_stages(stages: List[schemas.SessionSearchEventSchema]):
     ALLOW_TYPES = [schemas.EventType.CLICK, schemas.EventType.INPUT,
                    schemas.EventType.LOCATION, schemas.EventType.CUSTOM,
                    schemas.EventType.CLICK_MOBILE, schemas.EventType.INPUT_MOBILE,
@@ -15,10 +15,10 @@ def filter_stages(stages: List[schemas.SessionSearchEventSchema2]):
 
 
 def __parse_events(f_events: List[dict]):
-    return [schemas.SessionSearchEventSchema2.parse_obj(e) for e in f_events]
+    return [schemas.SessionSearchEventSchema.parse_obj(e) for e in f_events]
 
 
-def __fix_stages(f_events: List[schemas.SessionSearchEventSchema2]):
+def __fix_stages(f_events: List[schemas.SessionSearchEventSchema]):
     if f_events is None:
         return
     events = []

api/chalicelib/core/metrics/heatmaps/heatmaps.py

@@ -160,7 +160,7 @@ s.start_ts,
 s.duration"""
 
 
-def __get_1_url(location_condition: schemas.SessionSearchEventSchema2 | None, session_id: str, project_id: int,
+def __get_1_url(location_condition: schemas.SessionSearchEventSchema | None, session_id: str, project_id: int,
                 start_time: int,
                 end_time: int) -> str | None:
     full_args = {
@@ -240,13 +240,13 @@ def search_short_session(data: schemas.HeatMapSessionsSearch, project_id, user_i
                                                               value=[schemas.PlatformType.DESKTOP],
                                                               operator=schemas.SearchEventOperator.IS))
     if not location_condition:
-        data.events.append(schemas.SessionSearchEventSchema2(type=schemas.EventType.LOCATION,
-                                                             value=[],
-                                                             operator=schemas.SearchEventOperator.IS_ANY))
+        data.events.append(schemas.SessionSearchEventSchema(type=schemas.EventType.LOCATION,
+                                                            value=[],
+                                                            operator=schemas.SearchEventOperator.IS_ANY))
     if no_click:
-        data.events.append(schemas.SessionSearchEventSchema2(type=schemas.EventType.CLICK,
-                                                             value=[],
-                                                             operator=schemas.SearchEventOperator.IS_ANY))
+        data.events.append(schemas.SessionSearchEventSchema(type=schemas.EventType.CLICK,
+                                                            value=[],
+                                                            operator=schemas.SearchEventOperator.IS_ANY))
 
     data.filters.append(schemas.SessionSearchFilterSchema(type=schemas.FilterType.EVENTS_COUNT,
                                                           value=[0],

api/chalicelib/core/metrics/heatmaps/heatmaps_ch.py

@@ -3,7 +3,7 @@ import logging
 from decouple import config
 
 import schemas
-from chalicelib.core import events
+from chalicelib.core.events import events
 from chalicelib.core.metrics.modules import sessions, sessions_mobs
 from chalicelib.utils import sql_helper as sh
 
@@ -24,8 +24,9 @@ def get_by_url(project_id, data: schemas.GetHeatMapPayloadSchema):
         "main_events.`$event_name` = 'CLICK'",
         "isNotNull(JSON_VALUE(CAST(main_events.`$properties` AS String), '$.normalized_x'))"
     ]
-
-    if data.operator == schemas.SearchEventOperator.IS:
+    if data.operator == schemas.SearchEventOperator.PATTERN:
+        constraints.append("match(main_events.`$properties`.url_path'.:String,%(url)s)")
+    elif data.operator == schemas.SearchEventOperator.IS:
         constraints.append("JSON_VALUE(CAST(main_events.`$properties` AS String), '$.url_path') = %(url)s")
     else:
         constraints.append("JSON_VALUE(CAST(main_events.`$properties` AS String), '$.url_path') ILIKE %(url)s")
@@ -179,7 +180,7 @@ toUnixTimestamp(s.datetime)*1000 AS start_ts,
 s.duration AS duration"""
 
 
-def __get_1_url(location_condition: schemas.SessionSearchEventSchema2 | None, session_id: str, project_id: int,
+def __get_1_url(location_condition: schemas.SessionSearchEventSchema | None, session_id: str, project_id: int,
                 start_time: int,
                 end_time: int) -> str | None:
     full_args = {
@@ -262,13 +263,13 @@ def search_short_session(data: schemas.HeatMapSessionsSearch, project_id, user_i
                                                               value=[schemas.PlatformType.DESKTOP],
                                                               operator=schemas.SearchEventOperator.IS))
     if not location_condition:
-        data.events.append(schemas.SessionSearchEventSchema2(type=schemas.EventType.LOCATION,
-                                                             value=[],
-                                                             operator=schemas.SearchEventOperator.IS_ANY))
+        data.events.append(schemas.SessionSearchEventSchema(type=schemas.EventType.LOCATION,
+                                                            value=[],
+                                                            operator=schemas.SearchEventOperator.IS_ANY))
     if no_click:
-        data.events.append(schemas.SessionSearchEventSchema2(type=schemas.EventType.CLICK,
-                                                             value=[],
-                                                             operator=schemas.SearchEventOperator.IS_ANY))
+        data.events.append(schemas.SessionSearchEventSchema(type=schemas.EventType.CLICK,
+                                                            value=[],
+                                                            operator=schemas.SearchEventOperator.IS_ANY))
 
     data.filters.append(schemas.SessionSearchFilterSchema(type=schemas.FilterType.EVENTS_COUNT,
                                                           value=[0],

api/chalicelib/core/metrics/modules/significance/significance.py

@@ -7,7 +7,8 @@ from typing import List
 from psycopg2.extras import RealDictRow
 
 import schemas
-from chalicelib.core import events, metadata
+from chalicelib.core import metadata
+from chalicelib.core.events import events
 from chalicelib.utils import pg_client, helper
 from chalicelib.utils import sql_helper as sh
 
@@ -76,10 +77,10 @@ def get_stages_and_events(filter_d: schemas.CardSeriesFilterSchema, project_id)
                     values["maxDuration"] = f.value[1]
             elif filter_type == schemas.FilterType.REFERRER:
                 # events_query_part = events_query_part + f"INNER JOIN events.pages AS p USING(session_id)"
-                filter_extra_from = [f"INNER JOIN {events.EventType.LOCATION.table} AS p USING(session_id)"]
+                filter_extra_from = [f"INNER JOIN {"events.pages"} AS p USING(session_id)"]
                 first_stage_extra_constraints.append(
                     sh.multi_conditions(f"p.base_referrer {op} %({f_k})s", f.value, is_not=is_not, value_key=f_k))
-            elif filter_type == events.EventType.METADATA.ui_type:
+            elif filter_type == schemas.FilterType.METADATA:
                 if meta_keys is None:
                     meta_keys = metadata.get(project_id=project_id)
                     meta_keys = {m["key"]: m["index"] for m in meta_keys}
@@ -121,31 +122,31 @@ def get_stages_and_events(filter_d: schemas.CardSeriesFilterSchema, project_id)
         op = sh.get_sql_operator(s.operator)
         # event_type = s["type"].upper()
         event_type = s.type
-        if event_type == events.EventType.CLICK.ui_type:
-            next_table = events.EventType.CLICK.table
-            next_col_name = events.EventType.CLICK.column
-        elif event_type == events.EventType.INPUT.ui_type:
-            next_table = events.EventType.INPUT.table
-            next_col_name = events.EventType.INPUT.column
-        elif event_type == events.EventType.LOCATION.ui_type:
-            next_table = events.EventType.LOCATION.table
-            next_col_name = events.EventType.LOCATION.column
-        elif event_type == events.EventType.CUSTOM.ui_type:
-            next_table = events.EventType.CUSTOM.table
-            next_col_name = events.EventType.CUSTOM.column
+        if event_type == schemas.EventType.CLICK:
+            next_table = "events.clicks"
+            next_col_name = "label"
+        elif event_type == schemas.EventType.INPUT:
+            next_table = "events.inputs"
+            next_col_name = "label"
+        elif event_type == schemas.EventType.LOCATION:
+            next_table = "events.pages"
+            next_col_name = "path"
+        elif event_type == schemas.EventType.CUSTOM:
+            next_table = "events_common.customs"
+            next_col_name = "name"
         #     IOS --------------
-        elif event_type == events.EventType.CLICK_MOBILE.ui_type:
-            next_table = events.EventType.CLICK_MOBILE.table
-            next_col_name = events.EventType.CLICK_MOBILE.column
-        elif event_type == events.EventType.INPUT_MOBILE.ui_type:
-            next_table = events.EventType.INPUT_MOBILE.table
-            next_col_name = events.EventType.INPUT_MOBILE.column
-        elif event_type == events.EventType.VIEW_MOBILE.ui_type:
-            next_table = events.EventType.VIEW_MOBILE.table
-            next_col_name = events.EventType.VIEW_MOBILE.column
-        elif event_type == events.EventType.CUSTOM_MOBILE.ui_type:
-            next_table = events.EventType.CUSTOM_MOBILE.table
-            next_col_name = events.EventType.CUSTOM_MOBILE.column
+        elif event_type == schemas.EventType.CLICK_MOBILE:
+            next_table = "events_ios.taps"
+            next_col_name = "label"
+        elif event_type == schemas.EventType.INPUT_MOBILE:
+            next_table = "events_ios.inputs"
+            next_col_name = "label"
+        elif event_type == schemas.EventType.VIEW_MOBILE:
+            next_table = "events_ios.views"
+            next_col_name = "name"
+        elif event_type == schemas.EventType.CUSTOM_MOBILE:
+            next_table = "events_common.customs"
+            next_col_name = "name"
         else:
             logger.warning(f"=================UNDEFINED:{event_type}")
             continue
@@ -241,7 +242,7 @@ def get_simple_funnel(filter_d: schemas.CardSeriesFilterSchema, project: schemas
     :return:
     """
 
-    stages: List[schemas.SessionSearchEventSchema2] = filter_d.events
+    stages: List[schemas.SessionSearchEventSchema] = filter_d.events
     filters: List[schemas.SessionSearchFilterSchema] = filter_d.filters
 
     stage_constraints = ["main.timestamp <= %(endTimestamp)s"]
@@ -297,10 +298,10 @@ def get_simple_funnel(filter_d: schemas.CardSeriesFilterSchema, project: schemas
                     values["maxDuration"] = f.value[1]
             elif filter_type == schemas.FilterType.REFERRER:
                 # events_query_part = events_query_part + f"INNER JOIN events.pages AS p USING(session_id)"
-                filter_extra_from = [f"INNER JOIN {events.EventType.LOCATION.table} AS p USING(session_id)"]
+                filter_extra_from = [f"INNER JOIN {"events.pages"} AS p USING(session_id)"]
                 first_stage_extra_constraints.append(
                     sh.multi_conditions(f"p.base_referrer {op} %({f_k})s", f.value, is_not=is_not, value_key=f_k))
-            elif filter_type == events.EventType.METADATA.ui_type:
+            elif filter_type == schemas.FilterType.METADATA:
                 if meta_keys is None:
                     meta_keys = metadata.get(project_id=project.project_id)
                     meta_keys = {m["key"]: m["index"] for m in meta_keys}
@@ -342,31 +343,31 @@ def get_simple_funnel(filter_d: schemas.CardSeriesFilterSchema, project: schemas
         op = sh.get_sql_operator(s.operator)
         # event_type = s["type"].upper()
         event_type = s.type
-        if event_type == events.EventType.CLICK.ui_type:
-            next_table = events.EventType.CLICK.table
-            next_col_name = events.EventType.CLICK.column
-        elif event_type == events.EventType.INPUT.ui_type:
-            next_table = events.EventType.INPUT.table
-            next_col_name = events.EventType.INPUT.column
-        elif event_type == events.EventType.LOCATION.ui_type:
-            next_table = events.EventType.LOCATION.table
-            next_col_name = events.EventType.LOCATION.column
-        elif event_type == events.EventType.CUSTOM.ui_type:
-            next_table = events.EventType.CUSTOM.table
-            next_col_name = events.EventType.CUSTOM.column
+        if event_type == schemas.EventType.CLICK:
+            next_table = "events.clicks"
+            next_col_name = "label"
+        elif event_type == schemas.EventType.INPUT:
+            next_table = "events.inputs"
+            next_col_name = "label"
+        elif event_type == schemas.EventType.LOCATION:
+            next_table = "events.pages"
+            next_col_name = "path"
+        elif event_type == schemas.EventType.CUSTOM:
+            next_table = "events_common.customs"
+            next_col_name = "name"
         #     IOS --------------
-        elif event_type == events.EventType.CLICK_MOBILE.ui_type:
-            next_table = events.EventType.CLICK_MOBILE.table
-            next_col_name = events.EventType.CLICK_MOBILE.column
-        elif event_type == events.EventType.INPUT_MOBILE.ui_type:
-            next_table = events.EventType.INPUT_MOBILE.table
-            next_col_name = events.EventType.INPUT_MOBILE.column
-        elif event_type == events.EventType.VIEW_MOBILE.ui_type:
-            next_table = events.EventType.VIEW_MOBILE.table
-            next_col_name = events.EventType.VIEW_MOBILE.column
-        elif event_type == events.EventType.CUSTOM_MOBILE.ui_type:
-            next_table = events.EventType.CUSTOM_MOBILE.table
-            next_col_name = events.EventType.CUSTOM_MOBILE.column
+        elif event_type == schemas.EventType.CLICK_MOBILE:
+            next_table = "events_ios.taps"
+            next_col_name = "label"
+        elif event_type == schemas.EventType.INPUT_MOBILE:
+            next_table = "events_ios.inputs"
+            next_col_name = "label"
+        elif event_type == schemas.EventType.VIEW_MOBILE:
+            next_table = "events_ios.views"
+            next_col_name = "name"
+        elif event_type == schemas.EventType.CUSTOM_MOBILE:
+            next_table = "events_common.customs"
+            next_col_name = "name"
         else:
             logger.warning(f"=================UNDEFINED:{event_type}")
             continue

api/chalicelib/core/metrics/modules/significance/significance_ch.py

@@ -8,14 +8,14 @@ from chalicelib.utils import ch_client
 from chalicelib.utils import exp_ch_helper
 from chalicelib.utils import helper
 from chalicelib.utils import sql_helper as sh
-from chalicelib.core import events
+from chalicelib.core.events import events
 
 logger = logging.getLogger(__name__)
 
 
 def get_simple_funnel(filter_d: schemas.CardSeriesFilterSchema, project: schemas.ProjectContext,
                       metric_format: schemas.MetricExtendedFormatType) -> List[RealDictRow]:
-    stages: List[schemas.SessionSearchEventSchema2] = filter_d.events
+    stages: List[schemas.SessionSearchEventSchema] = filter_d.events
     filters: List[schemas.SessionSearchFilterSchema] = filter_d.filters
     platform = project.platform
     constraints = ["e.project_id = %(project_id)s",
@@ -82,7 +82,7 @@ def get_simple_funnel(filter_d: schemas.CardSeriesFilterSchema, project: schemas
             elif filter_type == schemas.FilterType.REFERRER:
                 constraints.append(
                     sh.multi_conditions(f"s.base_referrer {op} %({f_k})s", f.value, is_not=is_not, value_key=f_k))
-            elif filter_type == events.EventType.METADATA.ui_type:
+            elif filter_type == schemas.FilterType.METADATA:
                 if meta_keys is None:
                     meta_keys = metadata.get(project_id=project.project_id)
                     meta_keys = {m["key"]: m["index"] for m in meta_keys}
@@ -125,29 +125,29 @@ def get_simple_funnel(filter_d: schemas.CardSeriesFilterSchema, project: schemas
         e_k = f"e_value{i}"
         event_type = s.type
         next_event_type = exp_ch_helper.get_event_type(event_type, platform=platform)
-        if event_type == events.EventType.CLICK.ui_type:
+        if event_type == schemas.EventType.CLICK:
             if platform == "web":
-                next_col_name = events.EventType.CLICK.column
+                next_col_name = "label"
                 if not is_any:
                     if schemas.ClickEventExtraOperator.has_value(s.operator):
                         specific_condition = sh.multi_conditions(f"selector {op} %({e_k})s", s.value, value_key=e_k)
             else:
-                next_col_name = events.EventType.CLICK_MOBILE.column
-        elif event_type == events.EventType.INPUT.ui_type:
-            next_col_name = events.EventType.INPUT.column
-        elif event_type == events.EventType.LOCATION.ui_type:
+                next_col_name = "label"
+        elif event_type == schemas.EventType.INPUT:
+            next_col_name = "label"
+        elif event_type == schemas.EventType.LOCATION:
             next_col_name = 'url_path'
-        elif event_type == events.EventType.CUSTOM.ui_type:
-            next_col_name = events.EventType.CUSTOM.column
+        elif event_type == schemas.EventType.CUSTOM:
+            next_col_name = "name"
         #     IOS --------------
-        elif event_type == events.EventType.CLICK_MOBILE.ui_type:
-            next_col_name = events.EventType.CLICK_MOBILE.column
-        elif event_type == events.EventType.INPUT_MOBILE.ui_type:
-            next_col_name = events.EventType.INPUT_MOBILE.column
-        elif event_type == events.EventType.VIEW_MOBILE.ui_type:
-            next_col_name = events.EventType.VIEW_MOBILE.column
-        elif event_type == events.EventType.CUSTOM_MOBILE.ui_type:
-            next_col_name = events.EventType.CUSTOM_MOBILE.column
+        elif event_type == schemas.EventType.CLICK_MOBILE:
+            next_col_name = "label"
+        elif event_type == schemas.EventType.INPUT_MOBILE:
+            next_col_name = "label"
+        elif event_type == schemas.EventType.VIEW_MOBILE:
+            next_col_name = "name"
+        elif event_type == schemas.EventType.CUSTOM_MOBILE:
+            next_col_name = "name"
         else:
             logger.warning(f"=================UNDEFINED:{event_type}")
             continue

api/chalicelib/core/metrics/product_analytics/product_analytics_ch.py

@@ -85,6 +85,9 @@ def __complete_missing_steps(start_time, end_time, density, neutral, rows, time_
 # compute avg_time_from_previous at the same level as sessions_count (this was removed in v1.22)
 # if start-point is selected, the selected event is ranked n°1
 def path_analysis(project_id: int, data: schemas.CardPathAnalysis):
+    if not data.hide_excess:
+        data.hide_excess = True
+        data.rows = 50
     sub_events = []
     start_points_conditions = []
     step_0_conditions = []

api/chalicelib/core/metrics/product_anaytics2.py

@@ -1,14 +0,0 @@
-from chalicelib.utils.ch_client import ClickHouseClient
-
-
-def search_events(project_id: int, data: dict):
-    with ClickHouseClient() as ch_client:
-        r = ch_client.format(
-            """SELECT * 
-                      FROM taha.events 
-                      WHERE project_id=%(project_id)s
-                      ORDER BY created_at;""",
-            params={"project_id": project_id})
-        x = ch_client.execute(r)
-
-        return x

api/chalicelib/core/notes.py

@@ -6,6 +6,7 @@ from decouple import config
 import schemas
 from chalicelib.core.collaborations.collaboration_msteams import MSTeams
 from chalicelib.core.collaborations.collaboration_slack import Slack
+from chalicelib.core.modules import TENANT_CONDITION
 from chalicelib.utils import pg_client, helper
 from chalicelib.utils import sql_helper as sh
 from chalicelib.utils.TimeUTC import TimeUTC
@@ -16,13 +17,13 @@ logger = logging.getLogger(__name__)
 def get_note(tenant_id, project_id, user_id, note_id, share=None):
     with pg_client.PostgresClient() as cur:
         query = cur.mogrify(f"""SELECT sessions_notes.*, users.name AS user_name
-                                {",(SELECT name FROM users WHERE tenant_id=%(tenant_id)s AND user_id=%(share)s AND deleted_at ISNULL) AS share_name" if share else ""}
+                                {f",(SELECT name FROM users WHERE {TENANT_CONDITION} AND user_id=%(share)s AND deleted_at ISNULL) AS share_name" if share else ""}
                                 FROM sessions_notes INNER JOIN users USING (user_id)
                                 WHERE sessions_notes.project_id = %(project_id)s
                                   AND sessions_notes.note_id = %(note_id)s
                                   AND sessions_notes.deleted_at IS NULL
                                   AND (sessions_notes.user_id = %(user_id)s 
-                                        OR sessions_notes.is_public AND users.tenant_id = %(tenant_id)s);""",
+                                        OR sessions_notes.is_public AND {TENANT_CONDITION});""",
                             {"project_id": project_id, "user_id": user_id, "tenant_id": tenant_id,
                              "note_id": note_id, "share": share})
 
@@ -43,7 +44,7 @@ def get_session_notes(tenant_id, project_id, session_id, user_id):
                                   AND sessions_notes.deleted_at IS NULL
                                   AND sessions_notes.session_id = %(session_id)s
                                   AND (sessions_notes.user_id = %(user_id)s 
-                                        OR sessions_notes.is_public AND users.tenant_id = %(tenant_id)s)
+                                        OR sessions_notes.is_public AND {TENANT_CONDITION})
                                 ORDER BY created_at DESC;""",
                             {"project_id": project_id, "user_id": user_id,
                              "tenant_id": tenant_id, "session_id": session_id})
@@ -62,7 +63,7 @@ def get_all_notes_by_project_id(tenant_id, project_id, user_id, data: schemas.Se
         conditions = [
             "sessions_notes.project_id = %(project_id)s",
             "sessions_notes.deleted_at IS NULL",
-            "users.tenant_id = %(tenant_id)s"
+            TENANT_CONDITION
         ]
         params = {"project_id": project_id, "user_id": user_id, "tenant_id": tenant_id}
 
@@ -127,7 +128,7 @@ def create(tenant_id, user_id, project_id, session_id, data: schemas.SessionNote
     with pg_client.PostgresClient() as cur:
         query = cur.mogrify(f"""INSERT INTO public.sessions_notes (message, user_id, tag, session_id, project_id, timestamp, is_public, thumbnail, start_at, end_at)
                             VALUES (%(message)s, %(user_id)s, %(tag)s, %(session_id)s, %(project_id)s, %(timestamp)s, %(is_public)s, %(thumbnail)s, %(start_at)s, %(end_at)s)
-                            RETURNING *,(SELECT name FROM users WHERE users.user_id=%(user_id)s AND users.tenant_id=%(tenant_id)s) AS user_name;""",
+                            RETURNING *,(SELECT name FROM users WHERE users.user_id=%(user_id)s AND {TENANT_CONDITION}) AS user_name;""",
                             {"user_id": user_id, "project_id": project_id, "session_id": session_id,
                              **data.model_dump(),
                              "tenant_id": tenant_id})
@@ -161,7 +162,7 @@ def edit(tenant_id, user_id, project_id, note_id, data: schemas.SessionUpdateNot
                                 AND user_id = %(user_id)s
                                 AND note_id = %(note_id)s
                                 AND deleted_at ISNULL
-                            RETURNING *,(SELECT name FROM users WHERE users.user_id=%(user_id)s AND users.tenant_id=%(tenant_id)s) AS user_name;""",
+                            RETURNING *,(SELECT name FROM users WHERE users.user_id=%(user_id)s AND {TENANT_CONDITION}) AS user_name;""",
                         {"project_id": project_id, "user_id": user_id, "note_id": note_id, **data.model_dump(),
                          "tenant_id": tenant_id})
         )

api/chalicelib/core/product_analytics/autocomplete.py

@@ -0,0 +1,59 @@
+from typing import Optional
+
+from chalicelib.utils import helper
+from chalicelib.utils.ch_client import ClickHouseClient
+
+
+def search_events(project_id: int, q: Optional[str] = None):
+    with ClickHouseClient() as ch_client:
+        full_args = {"project_id": project_id, "limit": 20}
+
+        constraints = ["project_id = %(project_id)s",
+                       "_timestamp >= now()-INTERVAL 1 MONTH"]
+        if q:
+            constraints += ["value ILIKE %(q)s"]
+            full_args["q"] = helper.string_to_sql_like(q)
+        query = ch_client.format(
+            f"""SELECT value,data_count
+                      FROM product_analytics.autocomplete_events_grouped 
+                      WHERE {" AND ".join(constraints)} 
+                      ORDER BY data_count DESC 
+                      LIMIT %(limit)s;""",
+            parameters=full_args)
+        rows = ch_client.execute(query)
+
+        return {"values": helper.list_to_camel_case(rows), "_src": 2}
+
+
+def search_properties(project_id: int, property_name: Optional[str] = None, event_name: Optional[str] = None,
+                      q: Optional[str] = None):
+    with ClickHouseClient() as ch_client:
+        select = "value, data_count"
+        grouping = ""
+        full_args = {"project_id": project_id, "limit": 20,
+                     "event_name": event_name, "property_name": property_name,
+                     "q_l": helper.string_to_sql_like(q)}
+
+        constraints = ["project_id = %(project_id)s",
+                       "_timestamp >= now()-INTERVAL 1 MONTH",
+                       "property_name = %(property_name)s"]
+        if event_name:
+            constraints += ["event_name = %(event_name)s"]
+        else:
+            select = "value, sum(aepg.data_count) AS data_count"
+            grouping = "GROUP BY 1"
+
+        if q:
+            constraints += ["value ILIKE %(q_l)s"]
+
+        query = ch_client.format(
+            f"""SELECT {select}
+                      FROM product_analytics.autocomplete_event_properties_grouped AS aepg 
+                      WHERE {" AND ".join(constraints)}
+                      {grouping} 
+                      ORDER BY data_count DESC
+                      LIMIT %(limit)s;""",
+            parameters=full_args)
+        rows = ch_client.execute(query)
+
+        return {"events": helper.list_to_camel_case(rows), "_src": 2}

api/chalicelib/core/product_analytics/events.py

@@ -0,0 +1,180 @@
+import logging
+
+import schemas
+from chalicelib.utils import helper
+from chalicelib.utils import sql_helper as sh
+from chalicelib.utils.ch_client import ClickHouseClient
+from chalicelib.utils.exp_ch_helper import get_sub_condition, get_col_cast
+
+logger = logging.getLogger(__name__)
+PREDEFINED_EVENTS = [
+    "CLICK",
+    "INPUT",
+    "LOCATION",
+    "ERROR",
+    "REQUEST"
+]
+
+
+def get_events(project_id: int):
+    with ClickHouseClient() as ch_client:
+        r = ch_client.format(
+            """ \
+            SELECT DISTINCT
+            ON(event_name,auto_captured)
+                COUNT (1) OVER () AS total,
+                event_name AS name, display_name, description,
+                auto_captured
+            FROM product_analytics.all_events
+            WHERE project_id=%(project_id)s
+            ORDER BY auto_captured, display_name, event_name;""",
+            parameters={"project_id": project_id})
+        rows = ch_client.execute(r)
+    if len(rows) == 0:
+        return {"total": len(PREDEFINED_EVENTS), "list": [{
+            "name": e,
+            "displayName": "",
+            "description": "",
+            "autoCaptured": True,
+            "id": "event_0",
+            "dataType": "string",
+            "possibleTypes": [
+                "string"
+            ],
+            "_foundInPredefinedList": False
+        } for e in PREDEFINED_EVENTS]}
+    total = rows[0]["total"]
+    rows = helper.list_to_camel_case(rows)
+    for i, row in enumerate(rows):
+        row["id"] = f"event_{i}"
+        row["dataType"] = "string"
+        row["possibleTypes"] = ["string"]
+        row["_foundInPredefinedList"] = True
+        row.pop("total")
+    keys = [r["name"] for r in rows]
+    for e in PREDEFINED_EVENTS:
+        if e not in keys:
+            total += 1
+            rows.append({
+                "name": e,
+                "displayName": "",
+                "description": "",
+                "autoCaptured": True,
+                "id": "event_0",
+                "dataType": "string",
+                "possibleTypes": [
+                    "string"
+                ],
+                "_foundInPredefinedList": False
+            })
+    return {"total": total, "list": rows}
+
+
+def search_events(project_id: int, data: schemas.EventsSearchPayloadSchema):
+    with ClickHouseClient() as ch_client:
+        full_args = {"project_id": project_id, "startDate": data.startTimestamp, "endDate": data.endTimestamp,
+                     "projectId": project_id, "limit": data.limit, "offset": (data.page - 1) * data.limit}
+
+        constraints = ["project_id = %(projectId)s",
+                       "created_at >= toDateTime(%(startDate)s/1000)",
+                       "created_at <= toDateTime(%(endDate)s/1000)"]
+        ev_constraints = []
+        for i, f in enumerate(data.filters):
+            if not f.is_event:
+                f.value = helper.values_for_operator(value=f.value, op=f.operator)
+                f_k = f"f_value{i}"
+                full_args = {**full_args, f_k: sh.single_value(f.value), **sh.multi_values(f.value, value_key=f_k)}
+                is_any = sh.isAny_opreator(f.operator)
+                is_undefined = sh.isUndefined_operator(f.operator)
+                full_args = {**full_args, f_k: sh.single_value(f.value), **sh.multi_values(f.value, value_key=f_k)}
+                if f.is_predefined:
+                    column = f.name
+                else:
+                    column = f"properties.{f.name}"
+
+                if is_any:
+                    condition = f"notEmpty{column})"
+                elif is_undefined:
+                    condition = f"empty({column})"
+                else:
+                    condition = sh.multi_conditions(
+                        get_sub_condition(col_name=column, val_name=f_k, operator=f.operator),
+                        values=f.value, value_key=f_k)
+                constraints.append(condition)
+
+            else:
+                e_k = f"e_value{i}"
+                full_args = {**full_args, e_k: f.name}
+                condition = f"`$event_name` = %({e_k})s"
+                sub_conditions = []
+                for j, ef in enumerate(f.properties.filters):
+                    p_k = f"e_{i}_p_{j}"
+                    full_args = {**full_args, **sh.multi_values(ef.value, value_key=p_k, data_type=ef.data_type)}
+                    cast = get_col_cast(data_type=ef.data_type, value=ef.value)
+                    if ef.is_predefined:
+                        sub_condition = get_sub_condition(col_name=f"accurateCastOrNull(`{ef.name}`,'{cast}')",
+                                                          val_name=p_k, operator=ef.operator)
+                    else:
+                        sub_condition = get_sub_condition(col_name=f"accurateCastOrNull(properties.`{ef.name}`,{cast})",
+                                                          val_name=p_k, operator=ef.operator)
+                    sub_conditions.append(sh.multi_conditions(sub_condition, ef.value, value_key=p_k))
+                if len(sub_conditions) > 0:
+                    condition += " AND (" + (" " + f.properties.operator + " ").join(sub_conditions) + ")"
+
+                ev_constraints.append(condition)
+
+        constraints.append("(" + " OR ".join(ev_constraints) + ")")
+        query = ch_client.format(
+            f"""SELECT COUNT(1) OVER () AS total, 
+                            event_id,
+                           `$event_name`,
+                           created_at,
+                           `distinct_id`,
+                           `$browser`,
+                           `$import`,
+                           `$os`,
+                           `$country`,
+                           `$state`,
+                           `$city`,
+                           `$screen_height`,
+                           `$screen_width`,
+                           `$source`,
+                           `$user_id`,
+                           `$device` 
+                      FROM product_analytics.events 
+                      WHERE {" AND ".join(constraints)} 
+                      ORDER BY created_at
+                      LIMIT %(limit)s OFFSET %(offset)s;""",
+            parameters=full_args)
+        rows = ch_client.execute(query)
+        if len(rows) == 0:
+            return {"total": 0, "rows": [], "_src": 2}
+        total = rows[0]["total"]
+        for r in rows:
+            r.pop("total")
+        return {"total": total, "rows": rows, "_src": 2}
+
+
+def get_lexicon(project_id: int, page: schemas.PaginatedSchema):
+    with ClickHouseClient() as ch_client:
+        r = ch_client.format(
+            """SELECT COUNT(1) OVER () AS total, all_events.event_name AS name,
+                      *
+               FROM product_analytics.all_events
+               WHERE project_id = %(project_id)s
+               ORDER BY display_name
+                   LIMIT %(limit)s
+               OFFSET %(offset)s;""",
+            parameters={"project_id": project_id, "limit": page.limit, "offset": (page.page - 1) * page.limit})
+        rows = ch_client.execute(r)
+    if len(rows) == 0:
+        return {"total": 0, "list": []}
+    total = rows[0]["total"]
+    rows = helper.list_to_camel_case(rows)
+    for i, row in enumerate(rows):
+        row["id"] = f"event_{i}"
+        row["dataType"] = "string"
+        row["possibleTypes"] = ["string"]
+        row["_foundInPredefinedList"] = True
+        row.pop("total")
+    return {"total": total, "list": rows}

api/chalicelib/core/product_analytics/filters.py

@@ -0,0 +1,156 @@
+import schemas
+
+
+def get_sessions_filters(project_id: int):
+    return {"total": 13,
+            "list": [
+                {
+                    "id": "sf_1",
+                    "name": schemas.FilterType.REFERRER,
+                    "displayName": "Referrer",
+                    "possibleTypes": [
+                        "String"
+                    ],
+                    "autoCaptured": True
+                },
+                {
+                    "id": "sf_2",
+                    "name": schemas.FilterType.DURATION,
+                    "displayName": "Duration",
+                    "possibleTypes": [
+                        "int"
+                    ],
+                    "autoCaptured": True
+                },
+                {
+                    "id": "sf_3",
+                    "name": schemas.FilterType.UTM_SOURCE,
+                    "displayName": "UTM Source",
+                    "possibleTypes": [
+                        "string"
+                    ],
+                    "autoCaptured": True
+                },
+                {
+                    "id": "sf_4",
+                    "name": schemas.FilterType.UTM_MEDIUM,
+                    "displayName": "UTM Medium",
+                    "possibleTypes": [
+                        "string"
+                    ],
+                    "autoCaptured": True
+                },
+                {
+                    "id": "sf_5",
+                    "name": schemas.FilterType.UTM_CAMPAIGN,
+                    "displayName": "UTM Campaign",
+                    "possibleTypes": [
+                        "string"
+                    ],
+                    "autoCaptured": True
+                },
+                {
+                    "id": "sf_6",
+                    "name": schemas.FilterType.USER_COUNTRY,
+                    "displayName": "Country",
+                    "possibleTypes": [
+                        "string"
+                    ],
+                    "autoCaptured": True
+                },
+                {
+                    "id": "sf_7",
+                    "name": schemas.FilterType.USER_CITY,
+                    "displayName": "City",
+                    "possibleTypes": [
+                        "string"
+                    ],
+                    "autoCaptured": True
+                },
+                {
+                    "id": "sf_8",
+                    "name": schemas.FilterType.USER_STATE,
+                    "displayName": "State / Province",
+                    "possibleTypes": [
+                        "string"
+                    ],
+                    "autoCaptured": True
+                },
+                {
+                    "id": "sf_9",
+                    "name": schemas.FilterType.USER_OS,
+                    "displayName": "OS",
+                    "possibleTypes": [
+                        "string"
+                    ],
+                    "autoCaptured": True
+                },
+                {
+                    "id": "sf_10",
+                    "name": schemas.FilterType.USER_BROWSER,
+                    "displayName": "Browser",
+                    "possibleTypes": [
+                        "string"
+                    ],
+                    "autoCaptured": True
+                },
+                {
+                    "id": "sf_11",
+                    "name": schemas.FilterType.USER_DEVICE,
+                    "displayName": "Device",
+                    "possibleTypes": [
+                        "string"
+                    ],
+                    "autoCaptured": True
+                },
+                {
+                    "id": "sf_12",
+                    "name": schemas.FilterType.PLATFORM,
+                    "displayName": "Platform",
+                    "possibleTypes": [
+                        "string"
+                    ],
+                    "autoCaptured": True
+                },
+                {
+                    "id": "sf_13",
+                    "name": schemas.FilterType.REV_ID,
+                    "displayName": "Version ID",
+                    "possibleTypes": [
+                        "string"
+                    ],
+                    "autoCaptured": True
+                }
+            ]}
+
+
+def get_users_filters(project_id: int):
+    return {"total": 2,
+            "list": [
+                {
+                    "id": "uf_1",
+                    "name": schemas.FilterType.USER_ID,
+                    "displayName": "User ID",
+                    "possibleTypes": [
+                        "string"
+                    ],
+                    "autoCaptured": False
+                },
+                {
+                    "id": "uf_2",
+                    "name": schemas.FilterType.USER_ANONYMOUS_ID,
+                    "displayName": "User Anonymous ID",
+                    "possibleTypes": [
+                        "string"
+                    ],
+                    "autoCaptured": False
+                }
+            ]}
+
+
+def get_global_filters(project_id: int):
+    r = get_sessions_filters(project_id)
+    r = r["list"]
+    for f in r:
+        f["defaultProperty"] = False
+    return r

api/chalicelib/core/product_analytics/properties.py

@@ -0,0 +1,174 @@
+import schemas
+from chalicelib.utils import helper, exp_ch_helper
+from chalicelib.utils.ch_client import ClickHouseClient
+
+PREDEFINED_PROPERTIES = {
+    "label": "String",
+    "hesitation_time": "UInt32",
+    "name": "String",
+    "payload": "String",
+    "level": "Enum8",
+    "source": "Enum8",
+    "message": "String",
+    "error_id": "String",
+    "duration": "UInt16",
+    "context": "Enum8",
+    "url_host": "String",
+    "url_path": "String",
+    "url_hostpath": "String",
+    "request_start": "UInt16",
+    "response_start": "UInt16",
+    "response_end": "UInt16",
+    "dom_content_loaded_event_start": "UInt16",
+    "dom_content_loaded_event_end": "UInt16",
+    "load_event_start": "UInt16",
+    "load_event_end": "UInt16",
+    "first_paint": "UInt16",
+    "first_contentful_paint_time": "UInt16",
+    "speed_index": "UInt16",
+    "visually_complete": "UInt16",
+    "time_to_interactive": "UInt16",
+    "ttfb": "UInt16",
+    "ttlb": "UInt16",
+    "response_time": "UInt16",
+    "dom_building_time": "UInt16",
+    "dom_content_loaded_event_time": "UInt16",
+    "load_event_time": "UInt16",
+    "min_fps": "UInt8",
+    "avg_fps": "UInt8",
+    "max_fps": "UInt8",
+    "min_cpu": "UInt8",
+    "avg_cpu": "UInt8",
+    "max_cpu": "UInt8",
+    "min_total_js_heap_size": "UInt64",
+    "avg_total_js_heap_size": "UInt64",
+    "max_total_js_heap_size": "UInt64",
+    "min_used_js_heap_size": "UInt64",
+    "avg_used_js_heap_size": "UInt64",
+    "max_used_js_heap_size": "UInt64",
+    "method": "Enum8",
+    "status": "UInt16",
+    "success": "UInt8",
+    "request_body": "String",
+    "response_body": "String",
+    "transfer_size": "UInt32",
+    "selector": "String",
+    "normalized_x": "Float32",
+    "normalized_y": "Float32",
+    "message_id": "UInt64"
+}
+
+EVENT_DEFAULT_PROPERTIES = {
+    "CLICK": "label",
+    "INPUT": "label",
+    "LOCATION": "url_path",
+    "ERROR": "name",
+    "REQUEST": "url_path"
+}
+
+
+def get_all_properties(project_id: int):
+    with ClickHouseClient() as ch_client:
+        r = ch_client.format(
+            """SELECT COUNT(1)                                           OVER () AS total, property_name AS name,
+                      display_name,
+                      array_agg(DISTINCT event_properties.value_type) AS possible_types
+               FROM product_analytics.all_properties
+                        LEFT JOIN product_analytics.event_properties USING (project_id, property_name)
+               WHERE all_properties.project_id = %(project_id)s
+               GROUP BY property_name, display_name
+               ORDER BY display_name, property_name;""",
+            parameters={"project_id": project_id})
+        properties = ch_client.execute(r)
+        if len(properties) == 0:
+            return {"total": 0, "list": []}
+        total = properties[0]["total"]
+        properties = helper.list_to_camel_case(properties)
+        for i, p in enumerate(properties):
+            p["id"] = f"prop_{i}"
+            p["_foundInPredefinedList"] = False
+            if p["name"] in PREDEFINED_PROPERTIES:
+                p["dataType"] = exp_ch_helper.simplify_clickhouse_type(PREDEFINED_PROPERTIES[p["name"]])
+                p["_foundInPredefinedList"] = True
+            p["possibleTypes"] = list(set(exp_ch_helper.simplify_clickhouse_types(p["possibleTypes"])))
+            p.pop("total")
+        keys = [p["name"] for p in properties]
+        for p in PREDEFINED_PROPERTIES:
+            if p not in keys:
+                total += 1
+                properties.append({
+                    "name": p,
+                    "displayName": "",
+                    "possibleTypes": [
+                    ],
+                    "id": f"prop_{len(properties) + 1}",
+                    "_foundInPredefinedList": False,
+                    "dataType": PREDEFINED_PROPERTIES[p]
+                })
+        return {"total": total, "list": properties}
+
+
+def get_event_properties(project_id: int, event_name: str, auto_captured: bool):
+    with ClickHouseClient() as ch_client:
+        r = ch_client.format(
+            """SELECT all_properties.property_name                    AS name,
+                      all_properties.display_name,
+                      array_agg(DISTINCT event_properties.value_type) AS possible_types
+               FROM product_analytics.event_properties
+                        INNER JOIN product_analytics.all_properties USING (property_name)
+               WHERE event_properties.project_id = %(project_id)s
+                 AND all_properties.project_id = %(project_id)s
+                 AND event_properties.event_name = %(event_name)s
+                 AND event_properties.auto_captured = %(auto_captured)s
+               GROUP BY ALL
+               ORDER BY 1;""",
+            parameters={"project_id": project_id, "event_name": event_name, "auto_captured": auto_captured})
+        properties = ch_client.execute(r)
+        properties = helper.list_to_camel_case(properties)
+        for i, p in enumerate(properties):
+            p["id"] = f"prop_{i}"
+            p["_foundInPredefinedList"] = False
+            if p["name"] in PREDEFINED_PROPERTIES:
+                p["dataType"] = exp_ch_helper.simplify_clickhouse_type(PREDEFINED_PROPERTIES[p["name"]])
+                p["_foundInPredefinedList"] = True
+            p["possibleTypes"] = list(set(exp_ch_helper.simplify_clickhouse_types(p["possibleTypes"])))
+            p["defaultProperty"] = auto_captured and event_name in EVENT_DEFAULT_PROPERTIES \
+                                   and p["name"] == EVENT_DEFAULT_PROPERTIES[event_name]
+
+        return properties
+
+
+def get_lexicon(project_id: int, page: schemas.PaginatedSchema):
+    with ClickHouseClient() as ch_client:
+        r = ch_client.format(
+            """SELECT COUNT(1)                  OVER ()       AS total, all_properties.property_name AS name,
+                      all_properties.*,
+                      possible_types.values  AS possible_types,
+                      possible_values.values AS sample_values
+               FROM product_analytics.all_properties
+                        LEFT JOIN (SELECT project_id, property_name, array_agg(DISTINCT value_type) AS
+                                   values
+                                   FROM product_analytics.event_properties
+                                   WHERE project_id=%(project_id)s
+                                   GROUP BY 1, 2) AS possible_types
+                                  USING (project_id, property_name)
+                        LEFT JOIN (SELECT project_id, property_name, array_agg(DISTINCT value) AS
+                                   values
+                                   FROM product_analytics.property_values_samples
+                                   WHERE project_id=%(project_id)s
+                                   GROUP BY 1, 2) AS possible_values USING (project_id, property_name)
+               WHERE project_id = %(project_id)s
+               ORDER BY display_name
+                   LIMIT %(limit)s
+               OFFSET %(offset)s;""",
+            parameters={"project_id": project_id,
+                        "limit": page.limit,
+                        "offset": (page.page - 1) * page.limit})
+        properties = ch_client.execute(r)
+        if len(properties) == 0:
+            return {"total": 0, "list": []}
+        total = properties[0]["total"]
+        for i, p in enumerate(properties):
+            p["id"] = f"prop_{i}"
+            p.pop("total")
+        return {"total": total, "list": helper.list_to_camel_case(properties)}

api/chalicelib/core/sessions/__init__.py

@@ -6,8 +6,18 @@ logger = logging.getLogger(__name__)
 from . import sessions_pg
 from . import sessions_pg as sessions_legacy
 from . import sessions_ch
+from . import sessions_search_pg
+from . import sessions_search_pg as sessions_search_legacy
 
-if config("EXP_METRICS", cast=bool, default=False):
+if config("EXP_SESSIONS_SEARCH", cast=bool, default=False):
+    logger.info(">>> Using experimental sessions search")
     from . import sessions_ch as sessions
+    from . import sessions_search_ch as sessions_search
 else:
     from . import sessions_pg as sessions
+    from . import sessions_search_pg as sessions_search
+
+# if config("EXP_METRICS", cast=bool, default=False):
+#     from . import sessions_ch as sessions
+# else:
+#     from . import sessions_pg as sessions

api/chalicelib/core/sessions/sessions_ch.py

@@ -2,10 +2,12 @@ import logging
 from typing import List, Union
 
 import schemas
-from chalicelib.core import events, metadata
+from chalicelib.core import metadata
+from chalicelib.core.events import events
 from . import performance_event, sessions_legacy
 from chalicelib.utils import pg_client, helper, metrics_helper, ch_client, exp_ch_helper
 from chalicelib.utils import sql_helper as sh
+from chalicelib.utils.exp_ch_helper import get_sub_condition, get_col_cast
 
 logger = logging.getLogger(__name__)
 
@@ -48,8 +50,8 @@ def search2_series(data: schemas.SessionsSearchPayloadSchema, project_id: int, d
                 query = f"""SELECT gs.generate_series AS timestamp,
                                 COALESCE(COUNT(DISTINCT processed_sessions.user_id),0) AS count
                             FROM generate_series(%(startDate)s, %(endDate)s, %(step_size)s) AS gs
-                                LEFT JOIN (SELECT multiIf(s.user_id IS NOT NULL AND s.user_id != '', s.user_id,
-                                                         s.user_anonymous_id IS NOT NULL AND s.user_anonymous_id != '', 
+                                LEFT JOIN (SELECT multiIf(isNotNull(s.user_id) AND notEmpty(s.user_id), s.user_id,
+                                                         isNotNull(s.user_anonymous_id) AND notEmpty(s.user_anonymous_id), 
                                                          s.user_anonymous_id, toString(s.user_uuid)) AS user_id,
                                                 s.datetime AS datetime
                                             {query_part}) AS processed_sessions ON(TRUE)
@@ -148,12 +150,12 @@ def search2_table(data: schemas.SessionsSearchPayloadSchema, project_id: int, de
         for e in data.events:
             if e.type == schemas.EventType.LOCATION:
                 if e.operator not in extra_conditions:
-                    extra_conditions[e.operator] = schemas.SessionSearchEventSchema2.model_validate({
+                    extra_conditions[e.operator] = schemas.SessionSearchEventSchema(**{
                         "type": e.type,
                         "isEvent": True,
                         "value": [],
                         "operator": e.operator,
-                        "filters": []
+                        "filters": e.filters
                     })
                 for v in e.value:
                     if v not in extra_conditions[e.operator].value:
@@ -173,12 +175,12 @@ def search2_table(data: schemas.SessionsSearchPayloadSchema, project_id: int, de
         for e in data.events:
             if e.type == schemas.EventType.REQUEST_DETAILS:
                 if e.operator not in extra_conditions:
-                    extra_conditions[e.operator] = schemas.SessionSearchEventSchema2.model_validate({
+                    extra_conditions[e.operator] = schemas.SessionSearchEventSchema(**{
                         "type": e.type,
                         "isEvent": True,
                         "value": [],
                         "operator": e.operator,
-                        "filters": []
+                        "filters": e.filters
                     })
                 for v in e.value:
                     if v not in extra_conditions[e.operator].value:
@@ -238,8 +240,10 @@ def search2_table(data: schemas.SessionsSearchPayloadSchema, project_id: int, de
                 main_query = f"""SELECT COUNT(DISTINCT {main_col}) OVER () AS main_count, 
                                      {main_col} AS name,
                                      count(DISTINCT session_id) AS total,
-                                     COALESCE(SUM(count(DISTINCT session_id)) OVER (), 0) AS total_count
-                                FROM (SELECT s.session_id AS session_id {extra_col}
+                                     any(total_count) as total_count
+                                FROM (SELECT s.session_id AS session_id,
+                                             count(DISTINCT s.session_id) OVER () AS total_count
+                                             {extra_col}
                                 {query_part}) AS filtred_sessions
                                 {extra_where}
                                 GROUP BY {main_col}
@@ -249,11 +253,13 @@ def search2_table(data: schemas.SessionsSearchPayloadSchema, project_id: int, de
                 main_query = f"""SELECT COUNT(DISTINCT {main_col}) OVER () AS main_count, 
                                      {main_col} AS name,
                                      count(DISTINCT user_id) AS total,
-                                     COALESCE(SUM(count(DISTINCT user_id)) OVER (), 0) AS total_count
-                                FROM (SELECT s.user_id AS user_id {extra_col}
+                                     any(total_count) AS total_count
+                                FROM (SELECT s.user_id AS user_id,
+                                             count(DISTINCT s.user_id) OVER () AS total_count
+                                             {extra_col}
                                 {query_part}
                                 WHERE isNotNull(user_id)
-                                    AND user_id != '') AS filtred_sessions
+                                    AND notEmpty(user_id)) AS filtred_sessions
                                 {extra_where}
                                 GROUP BY {main_col}
                                 ORDER BY total DESC
@@ -277,7 +283,7 @@ def search2_table(data: schemas.SessionsSearchPayloadSchema, project_id: int, de
         return sessions
 
 
-def __is_valid_event(is_any: bool, event: schemas.SessionSearchEventSchema2):
+def __is_valid_event(is_any: bool, event: schemas.SessionSearchEventSchema):
     return not (not is_any and len(event.value) == 0 and event.type not in [schemas.EventType.REQUEST_DETAILS,
                                                                             schemas.EventType.GRAPHQL] \
                 or event.type in [schemas.PerformanceEventType.LOCATION_DOM_COMPLETE,
@@ -330,7 +336,11 @@ def json_condition(table_alias, json_column, json_key, op, values, value_key, ch
         extract_func = "JSONExtractFloat" if numeric_type == "float" else "JSONExtractInt"
         condition = f"{extract_func}(toString({table_alias}.`{json_column}`), '{json_key}') {op} %({value_key})s"
     else:
-        condition = f"JSONExtractString(toString({table_alias}.`{json_column}`), '{json_key}') {op} %({value_key})s"
+        # condition = f"JSONExtractString(toString({table_alias}.`{json_column}`), '{json_key}') {op} %({value_key})s"
+        condition = get_sub_condition(
+            col_name=f"JSONExtractString(toString({table_alias}.`{json_column}`), '{json_key}')",
+            val_name=value_key, operator=op
+        )
 
     conditions.append(sh.multi_conditions(condition, values, value_key=value_key))
 
@@ -373,6 +383,35 @@ def search_query_parts_ch(data: schemas.SessionsSearchPayloadSchema, error_statu
     events_conditions_where = ["main.project_id = %(projectId)s",
                                "main.created_at >= toDateTime(%(startDate)s/1000)",
                                "main.created_at <= toDateTime(%(endDate)s/1000)"]
+    any_incident = False
+    for i, e in enumerate(data.events):
+        if e.type == schemas.EventType.INCIDENT and e.operator == schemas.SearchEventOperator.IS_ANY:
+            any_incident = True
+            data.events.pop(i)
+            # don't stop here because we could have multiple filters looking for any incident
+
+    if any_incident:
+        any_incident = False
+        for f in data.filters:
+            if f.type == schemas.FilterType.ISSUE:
+                any_incident = True
+                if f.value.index(schemas.IssueType.INCIDENT) < 0:
+                    f.value.append(schemas.IssueType.INCIDENT)
+                    if f.operator == schemas.SearchEventOperator.IS_ANY:
+                        f.operator = schemas.SearchEventOperator.IS
+                break
+
+        if not any_incident:
+            data.filters.append(schemas.SessionSearchFilterSchema(**{
+                "type": "issue",
+                "isEvent": False,
+                "value": [
+                    "incident"
+                ],
+                "operator": "is"
+            }))
+    global_properties = []
+    global_properties_negative = []
     if len(data.filters) > 0:
         meta_keys = None
         # to reduce include a sub-query of sessions inside events query, in order to reduce the selected data
@@ -391,6 +430,23 @@ def search_query_parts_ch(data: schemas.SessionsSearchPayloadSchema, error_statu
             is_not = False
             if sh.is_negation_operator(f.operator):
                 is_not = True
+            if not f.auto_captured:
+                cast = get_col_cast(data_type=f.data_type, value=f.value)
+                if is_any:
+                    global_properties.append(f'isNotNull(e.properties.`{f.type}`)')
+                else:
+                    if is_not:
+                        op = sh.reverse_sql_operator(op)
+                        global_properties_negative.append(sh.multi_conditions(get_sub_condition(
+                            col_name=f"accurateCastOrNull(e.properties.`{f.type}`,'{cast}')",
+                            val_name=f_k, operator=op), f.value, is_not=False, value_key=f_k))
+                    else:
+                        global_properties.append(sh.multi_conditions(get_sub_condition(
+                            col_name=f"accurateCastOrNull(e.properties.`{f.type}`,'{cast}')",
+                            val_name=f_k, operator=f.operator), f.value, is_not=False, value_key=f_k))
+
+                continue
+
             if filter_type == schemas.FilterType.USER_BROWSER:
                 if is_any:
                     extra_constraints.append('isNotNull(s.user_browser)')
@@ -516,7 +572,8 @@ def search_query_parts_ch(data: schemas.SessionsSearchPayloadSchema, error_statu
                     ss_constraints.append(
                         sh.multi_conditions(f"ms.base_referrer {op} toString(%({f_k})s)", f.value, is_not=is_not,
                                             value_key=f_k))
-            elif filter_type == events.EventType.METADATA.ui_type:
+            elif filter_type == schemas.FilterType.METADATA:
+                # to support old metadata-filter structure
                 # get metadata list only if you need it
                 if meta_keys is None:
                     meta_keys = metadata.get(project_id=project_id)
@@ -537,6 +594,23 @@ def search_query_parts_ch(data: schemas.SessionsSearchPayloadSchema, error_statu
                             sh.multi_conditions(
                                 f"ms.{metadata.index_to_colname(meta_keys[f.source])} {op} toString(%({f_k})s)",
                                 f.value, is_not=is_not, value_key=f_k))
+            elif filter_type.startswith(schemas.FilterType.METADATA):
+                # to support new metadata-filter structure
+
+                if is_any:
+                    extra_constraints.append(f"isNotNull(s.{filter_type})")
+                    ss_constraints.append(f"isNotNull(ms.{filter_type})")
+                elif is_undefined:
+                    extra_constraints.append(f"isNull(s.{filter_type})")
+                    ss_constraints.append(f"isNull(ms.{filter_type})")
+                else:
+                    extra_constraints.append(
+                        sh.multi_conditions(f"s.{filter_type} {op} toString(%({f_k})s)",
+                                            f.value, is_not=is_not, value_key=f_k))
+                    ss_constraints.append(
+                        sh.multi_conditions(f"ms.{filter_type} {op} toString(%({f_k})s)",
+                                            f.value, is_not=is_not, value_key=f_k))
+
             elif filter_type in [schemas.FilterType.USER_ID, schemas.FilterType.USER_ID_MOBILE]:
                 if is_any:
                     extra_constraints.append('isNotNull(s.user_id)')
@@ -620,6 +694,11 @@ def search_query_parts_ch(data: schemas.SessionsSearchPayloadSchema, error_statu
             events_conditions_where.append(f"""main.session_id IN (SELECT s.session_id 
                                                 FROM {MAIN_SESSIONS_TABLE} AS s
                                                 WHERE {" AND ".join(extra_constraints)})""")
+
+        if len(global_properties) > 0:
+            global_properties += ["e.project_id=%(project_id)s",
+                                  "e.created_at >= toDateTime(%(startDate)s/1000)",
+                                  "e.created_at <= toDateTime(%(endDate)s/1000)"]
     # ---------------------------------------------------------------------------
     events_extra_join = ""
     if len(data.events) > 0:
@@ -660,39 +739,60 @@ def search_query_parts_ch(data: schemas.SessionsSearchPayloadSchema, error_statu
             event.value = helper.values_for_operator(value=event.value, op=event.operator)
             full_args = {**full_args,
                          **sh.multi_values(event.value, value_key=e_k),
-                         **sh.multi_values(event.source, value_key=s_k)}
+                         **sh.multi_values(event.source, value_key=s_k),
+                         e_k: event.value[0] if len(event.value) > 0 else event.value}
 
-            if event_type == events.EventType.CLICK.ui_type:
+            if event_type == schemas.EventType.CLICK:
                 event_from = event_from % f"{MAIN_EVENTS_TABLE} AS main "
                 if platform == "web":
-                    _column = events.EventType.CLICK.column
+                    _column = "label"
                     event_where.append(
                         f"main.`$event_name`='{exp_ch_helper.get_event_type(event_type, platform=platform)}'")
                     events_conditions.append({"type": event_where[-1]})
                     if not is_any:
                         if schemas.ClickEventExtraOperator.has_value(event.operator):
-                            event_where.append(json_condition(
-                                "main",
-                                "$properties",
-                                "selector", op, event.value, e_k)
+                            # event_where.append(json_condition(
+                            #     "main",
+                            #     "$properties",
+                            #     "selector", op, event.value, e_k)
+                            # )
+                            event_where.append(
+                                sh.multi_conditions(
+                                    get_sub_condition(col_name=f"main.`$properties`.selector",
+                                                      val_name=e_k, operator=event.operator),
+                                    event.value, value_key=e_k)
                             )
                             events_conditions[-1]["condition"] = event_where[-1]
                         else:
                             if is_not:
-                                event_where.append(json_condition(
-                                    "sub", "$properties", _column, op, event.value, e_k
-                                ))
+                                # event_where.append(json_condition(
+                                #     "sub", "$properties", _column, op, event.value, e_k
+                                # ))
+                                event_where.append(
+                                    sh.multi_conditions(
+                                        get_sub_condition(col_name=f"sub.`$properties`.{_column}",
+                                                          val_name=e_k, operator=event.operator),
+                                        event.value, value_key=e_k)
+                                )
                                 events_conditions_not.append(
                                     {
-                                        "type": f"sub.`$event_name`='{exp_ch_helper.get_event_type(event_type, platform=platform)}'"})
+                                        "type": f"sub.`$event_name`='{exp_ch_helper.get_event_type(event_type, platform=platform)}'"
+                                    }
+                                )
                                 events_conditions_not[-1]["condition"] = event_where[-1]
                             else:
+                                # event_where.append(
+                                #     json_condition("main", "$properties", _column, op, event.value, e_k)
+                                # )
                                 event_where.append(
-                                    json_condition("main", "$properties", _column, op, event.value, e_k)
+                                    sh.multi_conditions(
+                                        get_sub_condition(col_name=f"main.`$properties`.{_column}",
+                                                          val_name=e_k, operator=event.operator),
+                                        event.value, value_key=e_k)
                                 )
                                 events_conditions[-1]["condition"] = event_where[-1]
                 else:
-                    _column = events.EventType.CLICK_MOBILE.column
+                    _column = "label"
                     event_where.append(
                         f"main.`$event_name`='{exp_ch_helper.get_event_type(event_type, platform=platform)}'")
                     events_conditions.append({"type": event_where[-1]})
@@ -711,10 +811,10 @@ def search_query_parts_ch(data: schemas.SessionsSearchPayloadSchema, error_statu
                             )
                             events_conditions[-1]["condition"] = event_where[-1]
 
-            elif event_type == events.EventType.INPUT.ui_type:
+            elif event_type == schemas.EventType.INPUT:
                 event_from = event_from % f"{MAIN_EVENTS_TABLE} AS main "
                 if platform == "web":
-                    _column = events.EventType.INPUT.column
+                    _column = "label"
                     event_where.append(
                         f"main.`$event_name`='{exp_ch_helper.get_event_type(event_type, platform=platform)}'")
                     events_conditions.append({"type": event_where[-1]})
@@ -739,7 +839,7 @@ def search_query_parts_ch(data: schemas.SessionsSearchPayloadSchema, error_statu
 
                         full_args = {**full_args, **sh.multi_values(event.source, value_key=f"custom{i}")}
                 else:
-                    _column = events.EventType.INPUT_MOBILE.column
+                    _column = "label"
                     event_where.append(
                         f"main.`$event_name`='{exp_ch_helper.get_event_type(event_type, platform=platform)}'")
                     events_conditions.append({"type": event_where[-1]})
@@ -759,7 +859,7 @@ def search_query_parts_ch(data: schemas.SessionsSearchPayloadSchema, error_statu
 
                             events_conditions[-1]["condition"] = event_where[-1]
 
-            elif event_type == events.EventType.LOCATION.ui_type:
+            elif event_type == schemas.EventType.LOCATION:
                 event_from = event_from % f"{MAIN_EVENTS_TABLE} AS main "
                 if platform == "web":
                     _column = 'url_path'
@@ -781,7 +881,7 @@ def search_query_parts_ch(data: schemas.SessionsSearchPayloadSchema, error_statu
                             )
                             events_conditions[-1]["condition"] = event_where[-1]
                 else:
-                    _column = events.EventType.VIEW_MOBILE.column
+                    _column = "name"
                     event_where.append(
                         f"main.`$event_name`='{exp_ch_helper.get_event_type(event_type, platform=platform)}'")
                     events_conditions.append({"type": event_where[-1]})
@@ -798,9 +898,9 @@ def search_query_parts_ch(data: schemas.SessionsSearchPayloadSchema, error_statu
                             event_where.append(sh.multi_conditions(f"main.{_column} {op} %({e_k})s",
                                                                    event.value, value_key=e_k))
                             events_conditions[-1]["condition"] = event_where[-1]
-            elif event_type == events.EventType.CUSTOM.ui_type:
+            elif event_type == schemas.EventType.CUSTOM:
                 event_from = event_from % f"{MAIN_EVENTS_TABLE} AS main "
-                _column = events.EventType.CUSTOM.column
+                _column = "name"
                 event_where.append(
                     f"main.`$event_name`='{exp_ch_helper.get_event_type(event_type, platform=platform)}'")
                 events_conditions.append({"type": event_where[-1]})
@@ -818,7 +918,7 @@ def search_query_parts_ch(data: schemas.SessionsSearchPayloadSchema, error_statu
                             "main", "$properties", _column, op, event.value, e_k
                         ))
                         events_conditions[-1]["condition"] = event_where[-1]
-            elif event_type == events.EventType.REQUEST.ui_type:
+            elif event_type == schemas.EventType.REQUEST:
                 event_from = event_from % f"{MAIN_EVENTS_TABLE} AS main "
                 _column = 'url_path'
                 event_where.append(
@@ -839,9 +939,9 @@ def search_query_parts_ch(data: schemas.SessionsSearchPayloadSchema, error_statu
                         ))
                         events_conditions[-1]["condition"] = event_where[-1]
 
-            elif event_type == events.EventType.STATEACTION.ui_type:
+            elif event_type == schemas.EventType.STATE_ACTION:
                 event_from = event_from % f"{MAIN_EVENTS_TABLE} AS main "
-                _column = events.EventType.STATEACTION.column
+                _column = "name"
                 event_where.append(
                     f"main.`$event_name`='{exp_ch_helper.get_event_type(event_type, platform=platform)}'")
                 events_conditions.append({"type": event_where[-1]})
@@ -860,7 +960,7 @@ def search_query_parts_ch(data: schemas.SessionsSearchPayloadSchema, error_statu
                         ))
                         events_conditions[-1]["condition"] = event_where[-1]
             # TODO: isNot for ERROR
-            elif event_type == events.EventType.ERROR.ui_type:
+            elif event_type == schemas.EventType.ERROR:
                 event_from = event_from % f"{MAIN_EVENTS_TABLE} AS main"
                 events_extra_join = f"SELECT * FROM {MAIN_EVENTS_TABLE} AS main1 WHERE main1.project_id=%(project_id)s"
                 event_where.append(
@@ -870,20 +970,23 @@ def search_query_parts_ch(data: schemas.SessionsSearchPayloadSchema, error_statu
                 events_conditions[-1]["condition"] = []
                 if not is_any and event.value not in [None, "*", ""]:
                     event_where.append(
-                        sh.multi_conditions(f"(toString(main1.`$properties`.message) {op} %({e_k})s OR toString(main1.`$properties`.name) {op} %({e_k})s)",
-                                            event.value, value_key=e_k))
+                        sh.multi_conditions(
+                            f"(toString(main1.`$properties`.message) {op} %({e_k})s OR toString(main1.`$properties`.name) {op} %({e_k})s)",
+                            event.value, value_key=e_k))
                     events_conditions[-1]["condition"].append(event_where[-1])
                     events_extra_join += f" AND {event_where[-1]}"
                 if len(event.source) > 0 and event.source[0] not in [None, "*", ""]:
-                    event_where.append(sh.multi_conditions(f"toString(main1.`$properties`.source) = %({s_k})s", event.source, value_key=s_k))
+                    event_where.append(
+                        sh.multi_conditions(f"toString(main1.`$properties`.source) = %({s_k})s", event.source,
+                                            value_key=s_k))
                     events_conditions[-1]["condition"].append(event_where[-1])
                     events_extra_join += f" AND {event_where[-1]}"
 
                 events_conditions[-1]["condition"] = " AND ".join(events_conditions[-1]["condition"])
 
             # ----- Mobile
-            elif event_type == events.EventType.CLICK_MOBILE.ui_type:
-                _column = events.EventType.CLICK_MOBILE.column
+            elif event_type == schemas.EventType.CLICK_MOBILE:
+                _column = "label"
                 event_where.append(
                     f"main.`$event_name`='{exp_ch_helper.get_event_type(event_type, platform=platform)}'")
                 events_conditions.append({"type": event_where[-1]})
@@ -901,8 +1004,8 @@ def search_query_parts_ch(data: schemas.SessionsSearchPayloadSchema, error_statu
                             "main", "$properties", _column, op, event.value, e_k
                         ))
                         events_conditions[-1]["condition"] = event_where[-1]
-            elif event_type == events.EventType.INPUT_MOBILE.ui_type:
-                _column = events.EventType.INPUT_MOBILE.column
+            elif event_type == schemas.EventType.INPUT_MOBILE:
+                _column = "label"
                 event_where.append(
                     f"main.`$event_name`='{exp_ch_helper.get_event_type(event_type, platform=platform)}'")
                 events_conditions.append({"type": event_where[-1]})
@@ -920,8 +1023,8 @@ def search_query_parts_ch(data: schemas.SessionsSearchPayloadSchema, error_statu
                             "main", "$properties", _column, op, event.value, e_k
                         ))
                         events_conditions[-1]["condition"] = event_where[-1]
-            elif event_type == events.EventType.VIEW_MOBILE.ui_type:
-                _column = events.EventType.VIEW_MOBILE.column
+            elif event_type == schemas.EventType.VIEW_MOBILE:
+                _column = "name"
                 event_where.append(
                     f"main.`$event_name`='{exp_ch_helper.get_event_type(event_type, platform=platform)}'")
                 events_conditions.append({"type": event_where[-1]})
@@ -939,8 +1042,8 @@ def search_query_parts_ch(data: schemas.SessionsSearchPayloadSchema, error_statu
                             "main", "$properties", _column, op, event.value, e_k
                         ))
                         events_conditions[-1]["condition"] = event_where[-1]
-            elif event_type == events.EventType.CUSTOM_MOBILE.ui_type:
-                _column = events.EventType.CUSTOM_MOBILE.column
+            elif event_type == schemas.EventType.CUSTOM_MOBILE:
+                _column = "name"
                 event_where.append(
                     f"main.`$event_name`='{exp_ch_helper.get_event_type(event_type, platform=platform)}'")
                 events_conditions.append({"type": event_where[-1]})
@@ -959,7 +1062,7 @@ def search_query_parts_ch(data: schemas.SessionsSearchPayloadSchema, error_statu
                         ))
 
                         events_conditions[-1]["condition"] = event_where[-1]
-            elif event_type == events.EventType.REQUEST_MOBILE.ui_type:
+            elif event_type == schemas.EventType.REQUEST_MOBILE:
                 event_from = event_from % f"{MAIN_EVENTS_TABLE} AS main "
                 _column = 'url_path'
                 event_where.append(
@@ -979,8 +1082,8 @@ def search_query_parts_ch(data: schemas.SessionsSearchPayloadSchema, error_statu
                             "main", "$properties", _column, op, event.value, e_k
                         ))
                         events_conditions[-1]["condition"] = event_where[-1]
-            elif event_type == events.EventType.CRASH_MOBILE.ui_type:
-                _column = events.EventType.CRASH_MOBILE.column
+            elif event_type == schemas.EventType.ERROR_MOBILE:
+                _column = "name"
                 event_where.append(
                     f"main.`$event_name`='{exp_ch_helper.get_event_type(event_type, platform=platform)}'")
                 events_conditions.append({"type": event_where[-1]})
@@ -999,8 +1102,8 @@ def search_query_parts_ch(data: schemas.SessionsSearchPayloadSchema, error_statu
                             "main", "$properties", _column, op, event.value, e_k
                         ))
                         events_conditions[-1]["condition"] = event_where[-1]
-            elif event_type == events.EventType.SWIPE_MOBILE.ui_type and platform != "web":
-                _column = events.EventType.SWIPE_MOBILE.column
+            elif event_type == schemas.EventType.SWIPE_MOBILE and platform != "web":
+                _column = "label"
                 event_where.append(
                     f"main.`$event_name`='{exp_ch_helper.get_event_type(event_type, platform=platform)}'")
                 events_conditions.append({"type": event_where[-1]})
@@ -1108,8 +1211,12 @@ def search_query_parts_ch(data: schemas.SessionsSearchPayloadSchema, error_statu
                     is_any = sh.isAny_opreator(f.operator)
                     if is_any or len(f.value) == 0:
                         continue
+                    is_negative_operator = sh.is_negation_operator(f.operator)
                     f.value = helper.values_for_operator(value=f.value, op=f.operator)
                     op = sh.get_sql_operator(f.operator)
+                    r_op = ""
+                    if is_negative_operator:
+                        r_op = sh.reverse_sql_operator(op)
                     e_k_f = e_k + f"_fetch{j}"
                     full_args = {**full_args, **sh.multi_values(f.value, value_key=e_k_f)}
                     if f.type == schemas.FetchFilterType.FETCH_URL:
@@ -1118,6 +1225,12 @@ def search_query_parts_ch(data: schemas.SessionsSearchPayloadSchema, error_statu
                         ))
                         events_conditions[-1]["condition"].append(event_where[-1])
                         apply = True
+                        if is_negative_operator:
+                            events_conditions_not.append(
+                                {
+                                    "type": f"sub.`$event_name`='{exp_ch_helper.get_event_type(event_type, platform=platform)}'"})
+                            events_conditions_not[-1]["condition"] = sh.multi_conditions(
+                                f"sub.`$properties`.url_path {r_op} %({e_k_f})s", f.value, value_key=e_k_f)
                     elif f.type == schemas.FetchFilterType.FETCH_STATUS_CODE:
                         event_where.append(json_condition(
                             "main", "$properties", 'status', op, f.value, e_k_f, True, True
@@ -1130,6 +1243,13 @@ def search_query_parts_ch(data: schemas.SessionsSearchPayloadSchema, error_statu
                         ))
                         events_conditions[-1]["condition"].append(event_where[-1])
                         apply = True
+                        if is_negative_operator:
+                            events_conditions_not.append(
+                                {
+                                    "type": f"sub.`$event_name`='{exp_ch_helper.get_event_type(event_type, platform=platform)}'"})
+                            events_conditions_not[-1]["condition"] = sh.multi_conditions(
+                                f"sub.`$properties`.method {r_op} %({e_k_f})s", f.value,
+                                value_key=e_k_f)
                     elif f.type == schemas.FetchFilterType.FETCH_DURATION:
                         event_where.append(
                             sh.multi_conditions(f"main.`$duration_s` {f.operator} %({e_k_f})s/1000", f.value,
@@ -1142,12 +1262,26 @@ def search_query_parts_ch(data: schemas.SessionsSearchPayloadSchema, error_statu
                         ))
                         events_conditions[-1]["condition"].append(event_where[-1])
                         apply = True
+                        if is_negative_operator:
+                            events_conditions_not.append(
+                                {
+                                    "type": f"sub.`$event_name`='{exp_ch_helper.get_event_type(event_type, platform=platform)}'"})
+                            events_conditions_not[-1]["condition"] = sh.multi_conditions(
+                                f"sub.`$properties`.request_body {r_op} %({e_k_f})s", f.value,
+                                value_key=e_k_f)
                     elif f.type == schemas.FetchFilterType.FETCH_RESPONSE_BODY:
                         event_where.append(json_condition(
                             "main", "$properties", 'response_body', op, f.value, e_k_f
                         ))
                         events_conditions[-1]["condition"].append(event_where[-1])
                         apply = True
+                        if is_negative_operator:
+                            events_conditions_not.append(
+                                {
+                                    "type": f"sub.`$event_name`='{exp_ch_helper.get_event_type(event_type, platform=platform)}'"})
+                            events_conditions_not[-1]["condition"] = sh.multi_conditions(
+                                f"sub.`$properties`.response_body {r_op} %({e_k_f})s", f.value,
+                                value_key=e_k_f)
                     else:
                         logging.warning(f"undefined FETCH filter: {f.type}")
                 if not apply:
@@ -1170,7 +1304,7 @@ def search_query_parts_ch(data: schemas.SessionsSearchPayloadSchema, error_statu
                     full_args = {**full_args, **sh.multi_values(f.value, value_key=e_k_f)}
                     if f.type == schemas.GraphqlFilterType.GRAPHQL_NAME:
                         event_where.append(json_condition(
-                            "main", "$properties", events.EventType.GRAPHQL.column, op, f.value, e_k_f
+                            "main", "$properties", "name", op, f.value, e_k_f
                         ))
                         events_conditions[-1]["condition"].append(event_where[-1])
                     elif f.type == schemas.GraphqlFilterType.GRAPHQL_METHOD:
@@ -1191,8 +1325,92 @@ def search_query_parts_ch(data: schemas.SessionsSearchPayloadSchema, error_statu
                     else:
                         logging.warning(f"undefined GRAPHQL filter: {f.type}")
                 events_conditions[-1]["condition"] = " AND ".join(events_conditions[-1]["condition"])
+            elif event_type == schemas.EventType.EVENT:
+                event_from = event_from % f"{MAIN_EVENTS_TABLE} AS main "
+                _column = "label"
+                event_where.append(f"main.`$event_name`=%({e_k})s AND main.session_id>0")
+                events_conditions.append({"type": event_where[-1], "condition": ""})
+            elif event_type == schemas.EventType.INCIDENT:
+                event_from = event_from % f"{MAIN_EVENTS_TABLE} AS main "
+                _column = "label"
+                event_where.append(
+                    f"main.`$event_name`='{exp_ch_helper.get_event_type(event_type, platform=platform)}'")
+                events_conditions.append({"type": event_where[-1]})
+
+                if is_not:
+                    event_where.append(
+                        sh.multi_conditions(
+                            get_sub_condition(col_name=f"sub.`$properties`.{_column}",
+                                              val_name=e_k, operator=event.operator),
+                            event.value, value_key=e_k)
+                    )
+                    events_conditions_not.append(
+                        {
+                            "type": f"sub.`$event_name`='{exp_ch_helper.get_event_type(event_type, platform=platform)}'"
+                        }
+                    )
+                    events_conditions_not[-1]["condition"] = event_where[-1]
+                else:
+
+                    event_where.append(
+                        sh.multi_conditions(
+                            get_sub_condition(col_name=f"main.`$properties`.{_column}",
+                                              val_name=e_k, operator=event.operator),
+                            event.value, value_key=e_k)
+                    )
+                    events_conditions[-1]["condition"] = event_where[-1]
+            elif event_type == schemas.EventType.CLICK_COORDINATES:
+                event_from = event_from % f"{MAIN_EVENTS_TABLE} AS main "
+                event_where.append(
+                    f"main.`$event_name`='{exp_ch_helper.get_event_type(schemas.EventType.CLICK, platform=platform)}'")
+                events_conditions.append({"type": event_where[-1]})
+
+                if is_not:
+                    event_where.append(
+                        sh.coordinate_conditions(
+                            condition_x=f"sub.`$properties`.normalized_x",
+                            condition_y=f"sub.`$properties`.normalized_y",
+                            values=event.value, value_key=e_k, is_not=True)
+                    )
+                    events_conditions_not.append(
+                        {
+                            "type": f"sub.`$event_name`='{exp_ch_helper.get_event_type(schemas.EventType.CLICK, platform=platform)}'"
+                        }
+                    )
+                    events_conditions_not[-1]["condition"] = event_where[-1]
+                else:
+                    event_where.append(
+                        sh.coordinate_conditions(
+                            condition_x=f"main.`$properties`.normalized_x",
+                            condition_y=f"main.`$properties`.normalized_y",
+                            values=event.value, value_key=e_k, is_not=True)
+                    )
+                    events_conditions[-1]["condition"] = event_where[-1]
+
             else:
                 continue
+            if event.properties is not None and len(event.properties.filters) > 0:
+                sub_conditions = []
+                for l, property in enumerate(event.properties.filters):
+                    a_k = f"{e_k}_att_{l}"
+                    full_args = {**full_args,
+                                 **sh.multi_values(property.value, value_key=a_k, data_type=property.data_type)}
+                    cast = get_col_cast(data_type=property.data_type, value=property.value)
+                    if property.is_predefined:
+                        condition = get_sub_condition(col_name=f"accurateCastOrNull(main.`{property.name}`,'{cast}')",
+                                                      val_name=a_k, operator=property.operator)
+                    else:
+                        condition = get_sub_condition(
+                            col_name=f"accurateCastOrNull(main.properties.`{property.name}`,'{cast}')",
+                            val_name=a_k, operator=property.operator)
+                    event_where.append(
+                        sh.multi_conditions(condition, property.value, value_key=a_k)
+                    )
+                    sub_conditions.append(event_where[-1])
+                if len(sub_conditions) > 0:
+                    sub_conditions = (" " + event.properties.operator + " ").join(sub_conditions)
+                    events_conditions[-1]["condition"] += " AND " if len(events_conditions[-1]["condition"]) > 0 else ""
+                    events_conditions[-1]["condition"] += "(" + sub_conditions + ")"
             if event_index == 0 or or_events:
                 event_where += ss_constraints
             if is_not:
@@ -1395,17 +1613,30 @@ def search_query_parts_ch(data: schemas.SessionsSearchPayloadSchema, error_statu
         if extra_conditions and len(extra_conditions) > 0:
             _extra_or_condition = []
             for i, c in enumerate(extra_conditions):
-                if sh.isAny_opreator(c.operator):
+                if sh.isAny_opreator(c.operator) and c.type != schemas.EventType.REQUEST_DETAILS.value:
                     continue
                 e_k = f"ec_value{i}"
                 op = sh.get_sql_operator(c.operator)
                 c.value = helper.values_for_operator(value=c.value, op=c.operator)
                 full_args = {**full_args,
                              **sh.multi_values(c.value, value_key=e_k)}
-                if c.type == events.EventType.LOCATION.ui_type:
+                if c.type in (schemas.EventType.LOCATION.value, schemas.EventType.REQUEST.value):
                     _extra_or_condition.append(
                         sh.multi_conditions(f"extra_event.url_path {op} %({e_k})s",
                                             c.value, value_key=e_k))
+                elif c.type == schemas.EventType.REQUEST_DETAILS.value:
+                    for j, c_f in enumerate(c.filters):
+                        if sh.isAny_opreator(c_f.operator) or len(c_f.value) == 0:
+                            continue
+                        e_k += f"_{j}"
+                        op = sh.get_sql_operator(c_f.operator)
+                        c_f.value = helper.values_for_operator(value=c_f.value, op=c_f.operator)
+                        full_args = {**full_args,
+                                     **sh.multi_values(c_f.value, value_key=e_k)}
+                        if c_f.type == schemas.FetchFilterType.FETCH_URL.value:
+                            _extra_or_condition.append(
+                                sh.multi_conditions(f"extra_event.url_path {op} %({e_k})s",
+                                                    c_f.value, value_key=e_k))
                 else:
                     logging.warning(f"unsupported extra_event type:${c.type}")
             if len(_extra_or_condition) > 0:
@@ -1422,6 +1653,18 @@ def search_query_parts_ch(data: schemas.SessionsSearchPayloadSchema, error_statu
                                     ORDER BY _timestamp DESC) AS s ON(s.session_id=f.session_id)"""
         else:
             deduplication_keys = ["session_id"] + extra_deduplication
+            if len(global_properties) > 0:
+                extra_join += f""" INNER JOIN (SELECT DISTINCT session_id 
+                                               FROM {MAIN_EVENTS_TABLE} AS e
+                                               WHERE {" AND ".join(global_properties)}) AS global_filters USING(session_id)"""
+            if len(global_properties_negative) > 0:
+                extra_join += f""" LEFT JOIN (SELECT DISTINCT session_id
+                                               FROM {MAIN_EVENTS_TABLE} AS e
+                                               WHERE project_id=%(project_id)s
+                                                    AND created_at >= toDateTime(%(startDate)s/1000)
+                                                    AND created_at <= toDateTime(%(endDate)s/1000)
+                                                    AND ({" OR ".join(global_properties_negative)})) AS negative_global_filters USING(session_id)"""
+                extra_constraints.append("isNull(negative_global_filters.session_id)")
             extra_join = f"""(SELECT * 
                                 FROM {MAIN_SESSIONS_TABLE} AS s {extra_join} {extra_event}
                                 WHERE {" AND ".join(extra_constraints)}
@@ -1477,18 +1720,15 @@ def get_user_sessions(project_id, user_id, start_date, end_date):
 def get_session_user(project_id, user_id):
     with pg_client.PostgresClient() as cur:
         query = cur.mogrify(
-            """\
-            SELECT
-                user_id,
-                count(*) as session_count,	
-                max(start_ts) as last_seen,
-                min(start_ts) as first_seen
-            FROM
-                "public".sessions
-            WHERE
-                project_id = %(project_id)s
-                AND user_id = %(userId)s
-                AND duration is not null
+            """ \
+            SELECT user_id,
+                   count(*)      as session_count,
+                   max(start_ts) as last_seen,
+                   min(start_ts) as first_seen
+            FROM "public".sessions
+            WHERE project_id = %(project_id)s
+              AND user_id = %(userId)s
+              AND duration is not null
             GROUP BY user_id;
             """,
             {"project_id": project_id, "userId": user_id}

api/chalicelib/core/sessions/sessions_legacy_mobil.py

@@ -1,9 +1,9 @@
 import ast
 import logging
-from typing import List, Union
 
 import schemas
-from chalicelib.core import events, metadata, projects
+from chalicelib.core import metadata, projects
+from chalicelib.core.events import events
 from chalicelib.core.sessions import performance_event, sessions_favorite, sessions_legacy
 from chalicelib.utils import pg_client, helper, ch_client, exp_ch_helper
 from chalicelib.utils import sql_helper as sh
@@ -219,7 +219,7 @@ def search_sessions(data: schemas.SessionsSearchPayloadSchema, project_id, user_
     }
 
 
-def __is_valid_event(is_any: bool, event: schemas.SessionSearchEventSchema2):
+def __is_valid_event(is_any: bool, event: schemas.SessionSearchEventSchema):
     return not (not is_any and len(event.value) == 0 and event.type not in [schemas.EventType.REQUEST_DETAILS,
                                                                             schemas.EventType.GRAPHQL] \
                 or event.type in [schemas.PerformanceEventType.LOCATION_DOM_COMPLETE,
@@ -411,7 +411,7 @@ def search_query_parts_ch(data: schemas.SessionsSearchPayloadSchema, error_statu
                     ss_constraints.append(
                         _multiple_conditions(f"ms.base_referrer {op} toString(%({f_k})s)", f.value, is_not=is_not,
                                              value_key=f_k))
-            elif filter_type == events.EventType.METADATA.ui_type:
+            elif filter_type == schemas.FilterType.METADATA:
                 # get metadata list only if you need it
                 if meta_keys is None:
                     meta_keys = metadata.get(project_id=project_id)
@@ -557,10 +557,10 @@ def search_query_parts_ch(data: schemas.SessionsSearchPayloadSchema, error_statu
                          **_multiple_values(event.value, value_key=e_k),
                          **_multiple_values(event.source, value_key=s_k)}
 
-            if event_type == events.EventType.CLICK.ui_type:
+            if event_type == schemas.EventType.CLICK:
                 event_from = event_from % f"{MAIN_EVENTS_TABLE} AS main "
                 if platform == "web":
-                    _column = events.EventType.CLICK.column
+                    _column = "label"
                     event_where.append(
                         f"main.event_type='{exp_ch_helper.get_event_type(event_type, platform=platform)}'")
                     events_conditions.append({"type": event_where[-1]})
@@ -582,7 +582,7 @@ def search_query_parts_ch(data: schemas.SessionsSearchPayloadSchema, error_statu
                                                                         value_key=e_k))
                                 events_conditions[-1]["condition"] = event_where[-1]
                 else:
-                    _column = events.EventType.CLICK_MOBILE.column
+                    _column = "label"
                     event_where.append(
                         f"main.event_type='{exp_ch_helper.get_event_type(event_type, platform=platform)}'")
                     events_conditions.append({"type": event_where[-1]})
@@ -599,10 +599,10 @@ def search_query_parts_ch(data: schemas.SessionsSearchPayloadSchema, error_statu
                                                                     value_key=e_k))
                             events_conditions[-1]["condition"] = event_where[-1]
 
-            elif event_type == events.EventType.INPUT.ui_type:
+            elif event_type == schemas.EventType.INPUT:
                 event_from = event_from % f"{MAIN_EVENTS_TABLE} AS main "
                 if platform == "web":
-                    _column = events.EventType.INPUT.column
+                    _column = "label"
                     event_where.append(
                         f"main.event_type='{exp_ch_helper.get_event_type(event_type, platform=platform)}'")
                     events_conditions.append({"type": event_where[-1]})
@@ -623,7 +623,7 @@ def search_query_parts_ch(data: schemas.SessionsSearchPayloadSchema, error_statu
                                                                 value_key=f"custom{i}"))
                         full_args = {**full_args, **_multiple_values(event.source, value_key=f"custom{i}")}
                 else:
-                    _column = events.EventType.INPUT_MOBILE.column
+                    _column = "label"
                     event_where.append(
                         f"main.event_type='{exp_ch_helper.get_event_type(event_type, platform=platform)}'")
                     events_conditions.append({"type": event_where[-1]})
@@ -640,7 +640,7 @@ def search_query_parts_ch(data: schemas.SessionsSearchPayloadSchema, error_statu
                                                                     value_key=e_k))
                             events_conditions[-1]["condition"] = event_where[-1]
 
-            elif event_type == events.EventType.LOCATION.ui_type:
+            elif event_type == schemas.EventType.LOCATION:
                 event_from = event_from % f"{MAIN_EVENTS_TABLE} AS main "
                 if platform == "web":
                     _column = 'url_path'
@@ -660,7 +660,7 @@ def search_query_parts_ch(data: schemas.SessionsSearchPayloadSchema, error_statu
                                                                     event.value, value_key=e_k))
                             events_conditions[-1]["condition"] = event_where[-1]
                 else:
-                    _column = events.EventType.VIEW_MOBILE.column
+                    _column = "name"
                     event_where.append(
                         f"main.event_type='{exp_ch_helper.get_event_type(event_type, platform=platform)}'")
                     events_conditions.append({"type": event_where[-1]})
@@ -676,9 +676,9 @@ def search_query_parts_ch(data: schemas.SessionsSearchPayloadSchema, error_statu
                             event_where.append(_multiple_conditions(f"main.{_column} {op} %({e_k})s",
                                                                     event.value, value_key=e_k))
                             events_conditions[-1]["condition"] = event_where[-1]
-            elif event_type == events.EventType.CUSTOM.ui_type:
+            elif event_type == schemas.EventType.CUSTOM:
                 event_from = event_from % f"{MAIN_EVENTS_TABLE} AS main "
-                _column = events.EventType.CUSTOM.column
+                _column = "name"
                 event_where.append(f"main.event_type='{exp_ch_helper.get_event_type(event_type, platform=platform)}'")
                 events_conditions.append({"type": event_where[-1]})
                 if not is_any:
@@ -692,7 +692,7 @@ def search_query_parts_ch(data: schemas.SessionsSearchPayloadSchema, error_statu
                         event_where.append(_multiple_conditions(f"main.{_column} {op} %({e_k})s", event.value,
                                                                 value_key=e_k))
                         events_conditions[-1]["condition"] = event_where[-1]
-            elif event_type == events.EventType.REQUEST.ui_type:
+            elif event_type == schemas.EventType.REQUEST:
                 event_from = event_from % f"{MAIN_EVENTS_TABLE} AS main "
                 _column = 'url_path'
                 event_where.append(f"main.event_type='{exp_ch_helper.get_event_type(event_type, platform=platform)}'")
@@ -709,9 +709,9 @@ def search_query_parts_ch(data: schemas.SessionsSearchPayloadSchema, error_statu
                                                                 value_key=e_k))
                         events_conditions[-1]["condition"] = event_where[-1]
 
-            elif event_type == events.EventType.STATEACTION.ui_type:
+            elif event_type == schemas.EventType.STATE_ACTION:
                 event_from = event_from % f"{MAIN_EVENTS_TABLE} AS main "
-                _column = events.EventType.STATEACTION.column
+                _column = "name"
                 event_where.append(f"main.event_type='{exp_ch_helper.get_event_type(event_type, platform=platform)}'")
                 events_conditions.append({"type": event_where[-1]})
                 if not is_any:
@@ -726,7 +726,7 @@ def search_query_parts_ch(data: schemas.SessionsSearchPayloadSchema, error_statu
                                                                 event.value, value_key=e_k))
                         events_conditions[-1]["condition"] = event_where[-1]
             # TODO: isNot for ERROR
-            elif event_type == events.EventType.ERROR.ui_type:
+            elif event_type == schemas.EventType.ERROR:
                 event_from = event_from % f"{MAIN_EVENTS_TABLE} AS main"
                 events_extra_join = f"SELECT * FROM {MAIN_EVENTS_TABLE} AS main1 WHERE main1.project_id=%(project_id)s"
                 event_where.append(f"main.event_type='{exp_ch_helper.get_event_type(event_type, platform=platform)}'")
@@ -747,8 +747,8 @@ def search_query_parts_ch(data: schemas.SessionsSearchPayloadSchema, error_statu
                 events_conditions[-1]["condition"] = " AND ".join(events_conditions[-1]["condition"])
 
             # ----- Mobile
-            elif event_type == events.EventType.CLICK_MOBILE.ui_type:
-                _column = events.EventType.CLICK_MOBILE.column
+            elif event_type == schemas.EventType.CLICK_MOBILE:
+                _column = "label"
                 event_where.append(f"main.event_type='{exp_ch_helper.get_event_type(event_type, platform=platform)}'")
                 events_conditions.append({"type": event_where[-1]})
                 if not is_any:
@@ -762,8 +762,8 @@ def search_query_parts_ch(data: schemas.SessionsSearchPayloadSchema, error_statu
                         event_where.append(_multiple_conditions(f"main.{_column} {op} %({e_k})s", event.value,
                                                                 value_key=e_k))
                         events_conditions[-1]["condition"] = event_where[-1]
-            elif event_type == events.EventType.INPUT_MOBILE.ui_type:
-                _column = events.EventType.INPUT_MOBILE.column
+            elif event_type == schemas.EventType.INPUT_MOBILE:
+                _column = "label"
                 event_where.append(f"main.event_type='{exp_ch_helper.get_event_type(event_type, platform=platform)}'")
                 events_conditions.append({"type": event_where[-1]})
                 if not is_any:
@@ -777,8 +777,8 @@ def search_query_parts_ch(data: schemas.SessionsSearchPayloadSchema, error_statu
                         event_where.append(_multiple_conditions(f"main.{_column} {op} %({e_k})s", event.value,
                                                                 value_key=e_k))
                         events_conditions[-1]["condition"] = event_where[-1]
-            elif event_type == events.EventType.VIEW_MOBILE.ui_type:
-                _column = events.EventType.VIEW_MOBILE.column
+            elif event_type == schemas.EventType.VIEW_MOBILE:
+                _column = "name"
                 event_where.append(f"main.event_type='{exp_ch_helper.get_event_type(event_type, platform=platform)}'")
                 events_conditions.append({"type": event_where[-1]})
                 if not is_any:
@@ -792,8 +792,8 @@ def search_query_parts_ch(data: schemas.SessionsSearchPayloadSchema, error_statu
                         event_where.append(_multiple_conditions(f"main.{_column} {op} %({e_k})s",
                                                                 event.value, value_key=e_k))
                         events_conditions[-1]["condition"] = event_where[-1]
-            elif event_type == events.EventType.CUSTOM_MOBILE.ui_type:
-                _column = events.EventType.CUSTOM_MOBILE.column
+            elif event_type == schemas.EventType.CUSTOM_MOBILE:
+                _column = "name"
                 event_where.append(f"main.event_type='{exp_ch_helper.get_event_type(event_type, platform=platform)}'")
                 events_conditions.append({"type": event_where[-1]})
                 if not is_any:
@@ -807,7 +807,7 @@ def search_query_parts_ch(data: schemas.SessionsSearchPayloadSchema, error_statu
                         event_where.append(_multiple_conditions(f"main.{_column} {op} %({e_k})s",
                                                                 event.value, value_key=e_k))
                         events_conditions[-1]["condition"] = event_where[-1]
-            elif event_type == events.EventType.REQUEST_MOBILE.ui_type:
+            elif event_type == schemas.EventType.REQUEST_MOBILE:
                 event_from = event_from % f"{MAIN_EVENTS_TABLE} AS main "
                 _column = 'url_path'
                 event_where.append(f"main.event_type='{exp_ch_helper.get_event_type(event_type, platform=platform)}'")
@@ -823,8 +823,8 @@ def search_query_parts_ch(data: schemas.SessionsSearchPayloadSchema, error_statu
                         event_where.append(_multiple_conditions(f"main.{_column} {op} %({e_k})s", event.value,
                                                                 value_key=e_k))
                         events_conditions[-1]["condition"] = event_where[-1]
-            elif event_type == events.EventType.CRASH_MOBILE.ui_type:
-                _column = events.EventType.CRASH_MOBILE.column
+            elif event_type == schemas.EventType.ERROR_MOBILE:
+                _column = "name"
                 event_where.append(f"main.event_type='{exp_ch_helper.get_event_type(event_type, platform=platform)}'")
                 events_conditions.append({"type": event_where[-1]})
                 if not is_any:
@@ -838,8 +838,8 @@ def search_query_parts_ch(data: schemas.SessionsSearchPayloadSchema, error_statu
                         event_where.append(_multiple_conditions(f"main.{_column} {op} %({e_k})s",
                                                                 event.value, value_key=e_k))
                         events_conditions[-1]["condition"] = event_where[-1]
-            elif event_type == events.EventType.SWIPE_MOBILE.ui_type and platform != "web":
-                _column = events.EventType.SWIPE_MOBILE.column
+            elif event_type == schemas.EventType.SWIPE_MOBILE and platform != "web":
+                _column = "label"
                 event_where.append(f"main.event_type='{exp_ch_helper.get_event_type(event_type, platform=platform)}'")
                 events_conditions.append({"type": event_where[-1]})
                 if not is_any:
@@ -993,7 +993,7 @@ def search_query_parts_ch(data: schemas.SessionsSearchPayloadSchema, error_statu
                     full_args = {**full_args, **_multiple_values(f.value, value_key=e_k_f)}
                     if f.type == schemas.GraphqlFilterType.GRAPHQL_NAME:
                         event_where.append(
-                            _multiple_conditions(f"main.{events.EventType.GRAPHQL.column} {op} %({e_k_f})s", f.value,
+                            _multiple_conditions(f"main.name {op} %({e_k_f})s", f.value,
                                                  value_key=e_k_f))
                         events_conditions[-1]["condition"].append(event_where[-1])
                     elif f.type == schemas.GraphqlFilterType.GRAPHQL_METHOD:
@@ -1222,7 +1222,7 @@ def search_query_parts_ch(data: schemas.SessionsSearchPayloadSchema, error_statu
                 c.value = helper.values_for_operator(value=c.value, op=c.operator)
                 full_args = {**full_args,
                              **_multiple_values(c.value, value_key=e_k)}
-                if c.type == events.EventType.LOCATION.ui_type:
+                if c.type == schemas.EventType.LOCATION:
                     _extra_or_condition.append(
                         _multiple_conditions(f"extra_event.url_path {op} %({e_k})s",
                                              c.value, value_key=e_k))
@@ -1359,18 +1359,15 @@ def get_user_sessions(project_id, user_id, start_date, end_date):
 def get_session_user(project_id, user_id):
     with pg_client.PostgresClient() as cur:
         query = cur.mogrify(
-            """\
-            SELECT
-                user_id,
-                count(*) as session_count,	
-                max(start_ts) as last_seen,
-                min(start_ts) as first_seen
-            FROM
-                "public".sessions
-            WHERE
-                project_id = %(project_id)s
-                AND user_id = %(userId)s
-                AND duration is not null
+            """ \
+            SELECT user_id,
+                   count(*)      as session_count,
+                   max(start_ts) as last_seen,
+                   min(start_ts) as first_seen
+            FROM "public".sessions
+            WHERE project_id = %(project_id)s
+              AND user_id = %(userId)s
+              AND duration is not null
             GROUP BY user_id;
             """,
             {"project_id": project_id, "userId": user_id}

api/chalicelib/core/sessions/sessions_notes.py

@@ -1,269 +0,0 @@
-import logging
-from urllib.parse import urljoin
-
-from decouple import config
-
-import schemas
-from chalicelib.core.collaborations.collaboration_msteams import MSTeams
-from chalicelib.core.collaborations.collaboration_slack import Slack
-from chalicelib.utils import pg_client, helper
-from chalicelib.utils import sql_helper as sh
-from chalicelib.utils.TimeUTC import TimeUTC
-
-logger = logging.getLogger(__name__)
-
-
-def get_note(tenant_id, project_id, user_id, note_id, share=None):
-    with pg_client.PostgresClient() as cur:
-        query = cur.mogrify(f"""SELECT sessions_notes.*, users.name AS user_name
-                                {",(SELECT name FROM users WHERE user_id=%(share)s AND deleted_at ISNULL) AS share_name" if share else ""}
-                                FROM sessions_notes INNER JOIN users USING (user_id)
-                                WHERE sessions_notes.project_id = %(project_id)s
-                                  AND sessions_notes.note_id = %(note_id)s
-                                  AND sessions_notes.deleted_at IS NULL
-                                  AND (sessions_notes.user_id = %(user_id)s OR sessions_notes.is_public);""",
-                            {"project_id": project_id, "user_id": user_id, "tenant_id": tenant_id,
-                             "note_id": note_id, "share": share})
-
-        cur.execute(query=query)
-        row = cur.fetchone()
-        row = helper.dict_to_camel_case(row)
-        if row:
-            row["createdAt"] = TimeUTC.datetime_to_timestamp(row["createdAt"])
-            row["updatedAt"] = TimeUTC.datetime_to_timestamp(row["updatedAt"])
-    return row
-
-
-def get_session_notes(tenant_id, project_id, session_id, user_id):
-    with pg_client.PostgresClient() as cur:
-        query = cur.mogrify(f"""SELECT sessions_notes.*, users.name AS user_name
-                                FROM sessions_notes INNER JOIN users USING (user_id)
-                                WHERE sessions_notes.project_id = %(project_id)s
-                                  AND sessions_notes.deleted_at IS NULL
-                                  AND sessions_notes.session_id = %(session_id)s
-                                  AND (sessions_notes.user_id = %(user_id)s 
-                                        OR sessions_notes.is_public)
-                                ORDER BY created_at DESC;""",
-                            {"project_id": project_id, "user_id": user_id,
-                             "tenant_id": tenant_id, "session_id": session_id})
-
-        cur.execute(query=query)
-        rows = cur.fetchall()
-        rows = helper.list_to_camel_case(rows)
-        for row in rows:
-            row["createdAt"] = TimeUTC.datetime_to_timestamp(row["createdAt"])
-    return rows
-
-
-def get_all_notes_by_project_id(tenant_id, project_id, user_id, data: schemas.SearchNoteSchema):
-    with pg_client.PostgresClient() as cur:
-        # base conditions
-        conditions = [
-            "sessions_notes.project_id = %(project_id)s",
-            "sessions_notes.deleted_at IS NULL"
-        ]
-        params = {"project_id": project_id, "user_id": user_id, "tenant_id": tenant_id}
-
-        # tag conditions
-        if data.tags:
-            tag_key = "tag_value"
-            conditions.append(
-                sh.multi_conditions(f"%({tag_key})s = sessions_notes.tag", data.tags, value_key=tag_key)
-            )
-            params.update(sh.multi_values(data.tags, value_key=tag_key))
-
-        # filter by ownership or shared status
-        if data.shared_only:
-            conditions.append("sessions_notes.is_public IS TRUE")
-        elif data.mine_only:
-            conditions.append("sessions_notes.user_id = %(user_id)s")
-        else:
-            conditions.append("(sessions_notes.user_id = %(user_id)s OR sessions_notes.is_public)")
-
-        # search condition
-        if data.search:
-            conditions.append("sessions_notes.message ILIKE %(search)s")
-            params["search"] = f"%{data.search}%"
-
-        query = f"""
-            SELECT 
-                COUNT(1) OVER () AS full_count, 
-                sessions_notes.*, 
-                users.name AS user_name
-            FROM 
-                sessions_notes 
-            INNER JOIN 
-                users USING (user_id)
-            WHERE 
-                {" AND ".join(conditions)}
-            ORDER BY 
-                created_at {data.order}
-            LIMIT 
-                %(limit)s OFFSET %(offset)s;
-        """
-        params.update({
-            "limit": data.limit,
-            "offset": data.limit * (data.page - 1)
-        })
-
-        query = cur.mogrify(query, params)
-        logger.debug(query)
-        cur.execute(query)
-        rows = cur.fetchall()
-
-        result = {"count": 0, "notes": helper.list_to_camel_case(rows)}
-        if rows:
-            result["count"] = rows[0]["fullCount"]
-            for row in rows:
-                row["createdAt"] = TimeUTC.datetime_to_timestamp(row["createdAt"])
-                row.pop("fullCount")
-
-    return result
-
-
-def create(tenant_id, user_id, project_id, session_id, data: schemas.SessionNoteSchema):
-    with pg_client.PostgresClient() as cur:
-        query = cur.mogrify(f"""INSERT INTO public.sessions_notes (message, user_id, tag, session_id, project_id, timestamp, is_public, thumbnail, start_at, end_at)
-                            VALUES (%(message)s, %(user_id)s, %(tag)s, %(session_id)s, %(project_id)s, %(timestamp)s, %(is_public)s, %(thumbnail)s, %(start_at)s, %(end_at)s)
-                            RETURNING *,(SELECT name FROM users WHERE users.user_id=%(user_id)s) AS user_name;""",
-                            {"user_id": user_id, "project_id": project_id, "session_id": session_id,
-                             **data.model_dump()})
-        cur.execute(query)
-        result = helper.dict_to_camel_case(cur.fetchone())
-        if result:
-            result["createdAt"] = TimeUTC.datetime_to_timestamp(result["createdAt"])
-    return result
-
-
-def edit(tenant_id, user_id, project_id, note_id, data: schemas.SessionUpdateNoteSchema):
-    sub_query = []
-    if data.message is not None:
-        sub_query.append("message = %(message)s")
-    if data.tag is not None and len(data.tag) > 0:
-        sub_query.append("tag = %(tag)s")
-    if data.is_public is not None:
-        sub_query.append("is_public = %(is_public)s")
-    if data.timestamp is not None:
-        sub_query.append("timestamp = %(timestamp)s")
-
-    sub_query.append("updated_at = timezone('utc'::text, now())")
-    with pg_client.PostgresClient() as cur:
-        cur.execute(
-            cur.mogrify(f"""UPDATE public.sessions_notes
-                            SET 
-                              {" ,".join(sub_query)} 
-                            WHERE 
-                                project_id = %(project_id)s
-                                AND user_id = %(user_id)s
-                                AND note_id = %(note_id)s
-                                AND deleted_at ISNULL
-                            RETURNING *,(SELECT name FROM users WHERE users.user_id=%(user_id)s) AS user_name;""",
-                        {"project_id": project_id, "user_id": user_id, "note_id": note_id, **data.model_dump()})
-        )
-        row = helper.dict_to_camel_case(cur.fetchone())
-        if row:
-            row["createdAt"] = TimeUTC.datetime_to_timestamp(row["createdAt"])
-            return row
-        return {"errors": ["Note not found"]}
-
-
-def delete(project_id, note_id):
-    with pg_client.PostgresClient() as cur:
-        cur.execute(
-            cur.mogrify(""" UPDATE public.sessions_notes 
-                            SET deleted_at = timezone('utc'::text, now())
-                            WHERE note_id = %(note_id)s
-                                AND project_id = %(project_id)s
-                                AND deleted_at ISNULL;""",
-                        {"project_id": project_id, "note_id": note_id})
-        )
-        return {"data": {"state": "success"}}
-
-
-def share_to_slack(tenant_id, user_id, project_id, note_id, webhook_id):
-    note = get_note(tenant_id=tenant_id, project_id=project_id, user_id=user_id, note_id=note_id, share=user_id)
-    if note is None:
-        return {"errors": ["Note not found"]}
-    session_url = urljoin(config('SITE_URL'), f"{note['projectId']}/session/{note['sessionId']}?note={note['noteId']}")
-    if note["timestamp"] > 0:
-        session_url += f"&jumpto={note['timestamp']}"
-    title = f"<{session_url}|Note for session {note['sessionId']}>"
-
-    blocks = [{"type": "section",
-               "fields": [{"type": "mrkdwn",
-                           "text": title}]},
-              {"type": "section",
-               "fields": [{"type": "plain_text",
-                           "text": note["message"]}]}]
-    if note["tag"]:
-        blocks.append({"type": "context",
-                       "elements": [{"type": "plain_text",
-                                     "text": f"Tag: *{note['tag']}*"}]})
-    bottom = f"Created by {note['userName'].capitalize()}"
-    if user_id != note["userId"]:
-        bottom += f"\nSent by {note['shareName']}: "
-    blocks.append({"type": "context",
-                   "elements": [{"type": "plain_text",
-                                 "text": bottom}]})
-    return Slack.send_raw(
-        tenant_id=tenant_id,
-        webhook_id=webhook_id,
-        body={"blocks": blocks}
-    )
-
-
-def share_to_msteams(tenant_id, user_id, project_id, note_id, webhook_id):
-    note = get_note(tenant_id=tenant_id, project_id=project_id, user_id=user_id, note_id=note_id, share=user_id)
-    if note is None:
-        return {"errors": ["Note not found"]}
-    session_url = urljoin(config('SITE_URL'), f"{note['projectId']}/session/{note['sessionId']}?note={note['noteId']}")
-    if note["timestamp"] > 0:
-        session_url += f"&jumpto={note['timestamp']}"
-    title = f"[Note for session {note['sessionId']}]({session_url})"
-
-    blocks = [{
-        "type": "TextBlock",
-        "text": title,
-        "style": "heading",
-        "size": "Large"
-    },
-        {
-            "type": "TextBlock",
-            "spacing": "Small",
-            "text": note["message"]
-        }
-    ]
-    if note["tag"]:
-        blocks.append({"type": "TextBlock",
-                       "spacing": "Small",
-                       "text": f"Tag: *{note['tag']}*",
-                       "size": "Small"})
-    bottom = f"Created by {note['userName'].capitalize()}"
-    if user_id != note["userId"]:
-        bottom += f"\nSent by {note['shareName']}: "
-    blocks.append({"type": "TextBlock",
-                   "spacing": "Default",
-                   "text": bottom,
-                   "size": "Small",
-                   "fontType": "Monospace"})
-    return MSTeams.send_raw(
-        tenant_id=tenant_id,
-        webhook_id=webhook_id,
-        body={"type": "message",
-              "attachments": [
-                  {"contentType": "application/vnd.microsoft.card.adaptive",
-                   "contentUrl": None,
-                   "content": {
-                       "$schema": "http://adaptivecards.io/schemas/adaptive-card.json",
-                       "type": "AdaptiveCard",
-                       "version": "1.5",
-                       "body": [{
-                           "type": "ColumnSet",
-                           "style": "emphasis",
-                           "separator": True,
-                           "bleed": True,
-                           "columns": [{"width": "stretch",
-                                        "items": blocks,
-                                        "type": "Column"}]
-                       }]}}
-              ]})

api/chalicelib/core/sessions/sessions_pg.py

@@ -2,7 +2,8 @@ import logging
 from typing import List, Union
 
 import schemas
-from chalicelib.core import events, metadata
+from chalicelib.core.events import events
+from chalicelib.core import metadata
 from . import performance_event
 from chalicelib.utils import pg_client, helper, metrics_helper
 from chalicelib.utils import sql_helper as sh
@@ -143,7 +144,7 @@ def search2_table(data: schemas.SessionsSearchPayloadSchema, project_id: int, de
         for e in data.events:
             if e.type == schemas.EventType.LOCATION:
                 if e.operator not in extra_conditions:
-                    extra_conditions[e.operator] = schemas.SessionSearchEventSchema2.model_validate({
+                    extra_conditions[e.operator] = schemas.SessionSearchEventSchema.model_validate({
                         "type": e.type,
                         "isEvent": True,
                         "value": [],
@@ -160,7 +161,7 @@ def search2_table(data: schemas.SessionsSearchPayloadSchema, project_id: int, de
         for e in data.events:
             if e.type == schemas.EventType.REQUEST_DETAILS:
                 if e.operator not in extra_conditions:
-                    extra_conditions[e.operator] = schemas.SessionSearchEventSchema2.model_validate({
+                    extra_conditions[e.operator] = schemas.SessionSearchEventSchema.model_validate({
                         "type": e.type,
                         "isEvent": True,
                         "value": [],
@@ -273,7 +274,7 @@ def search2_table(data: schemas.SessionsSearchPayloadSchema, project_id: int, de
         return sessions
 
 
-def __is_valid_event(is_any: bool, event: schemas.SessionSearchEventSchema2):
+def __is_valid_event(is_any: bool, event: schemas.SessionSearchEventSchema):
     return not (not is_any and len(event.value) == 0 and event.type not in [schemas.EventType.REQUEST_DETAILS,
                                                                             schemas.EventType.GRAPHQL] \
                 or event.type in [schemas.PerformanceEventType.LOCATION_DOM_COMPLETE,
@@ -439,7 +440,7 @@ def search_query_parts(data: schemas.SessionsSearchPayloadSchema, error_status,
                     extra_constraints.append(
                         sh.multi_conditions(f"s.base_referrer {op} %({f_k})s", f.value, is_not=is_not,
                                             value_key=f_k))
-            elif filter_type == events.EventType.METADATA.ui_type:
+            elif filter_type == schemas.FilterType.METADATA:
                 # get metadata list only if you need it
                 if meta_keys is None:
                     meta_keys = metadata.get(project_id=project_id)
@@ -580,36 +581,36 @@ def search_query_parts(data: schemas.SessionsSearchPayloadSchema, error_status,
                          **sh.multi_values(event.value, value_key=e_k),
                          **sh.multi_values(event.source, value_key=s_k)}
 
-            if event_type == events.EventType.CLICK.ui_type:
+            if event_type == schemas.EventType.CLICK:
                 if platform == "web":
-                    event_from = event_from % f"{events.EventType.CLICK.table} AS main "
+                    event_from = event_from % f"events.clicks AS main "
                     if not is_any:
                         if schemas.ClickEventExtraOperator.has_value(event.operator):
                             event_where.append(
                                 sh.multi_conditions(f"main.selector {op} %({e_k})s", event.value, value_key=e_k))
                         else:
                             event_where.append(
-                                sh.multi_conditions(f"main.{events.EventType.CLICK.column} {op} %({e_k})s", event.value,
+                                sh.multi_conditions(f"main.label {op} %({e_k})s", event.value,
                                                     value_key=e_k))
                 else:
-                    event_from = event_from % f"{events.EventType.CLICK_MOBILE.table} AS main "
+                    event_from = event_from % f"events_ios.taps AS main "
                     if not is_any:
                         event_where.append(
-                            sh.multi_conditions(f"main.{events.EventType.CLICK_MOBILE.column} {op} %({e_k})s",
+                            sh.multi_conditions(f"main.label {op} %({e_k})s",
                                                 event.value,
                                                 value_key=e_k))
 
-            elif event_type == events.EventType.TAG.ui_type:
-                event_from = event_from % f"{events.EventType.TAG.table} AS main "
+            elif event_type == schemas.EventType.TAG:
+                event_from = event_from % f"events.tags AS main "
                 if not is_any:
                     event_where.append(
                         sh.multi_conditions(f"main.tag_id = %({e_k})s", event.value, value_key=e_k))
-            elif event_type == events.EventType.INPUT.ui_type:
+            elif event_type == schemas.EventType.INPUT:
                 if platform == "web":
-                    event_from = event_from % f"{events.EventType.INPUT.table} AS main "
+                    event_from = event_from % f"events.inputs AS main "
                     if not is_any:
                         event_where.append(
-                            sh.multi_conditions(f"main.{events.EventType.INPUT.column} {op} %({e_k})s", event.value,
+                            sh.multi_conditions(f"main.label {op} %({e_k})s", event.value,
                                                 value_key=e_k))
                     if event.source is not None and len(event.source) > 0:
                         event_where.append(sh.multi_conditions(f"main.value ILIKE %(custom{i})s", event.source,
@@ -617,53 +618,53 @@ def search_query_parts(data: schemas.SessionsSearchPayloadSchema, error_status,
                         full_args = {**full_args, **sh.multi_values(event.source, value_key=f"custom{i}")}
 
                 else:
-                    event_from = event_from % f"{events.EventType.INPUT_MOBILE.table} AS main "
+                    event_from = event_from % f"events_ios.inputs AS main "
                     if not is_any:
                         event_where.append(
-                            sh.multi_conditions(f"main.{events.EventType.INPUT_MOBILE.column} {op} %({e_k})s",
+                            sh.multi_conditions(f"main.label {op} %({e_k})s",
                                                 event.value,
                                                 value_key=e_k))
 
 
-            elif event_type == events.EventType.LOCATION.ui_type:
+            elif event_type == schemas.EventType.LOCATION:
                 if platform == "web":
-                    event_from = event_from % f"{events.EventType.LOCATION.table} AS main "
+                    event_from = event_from % f"events.pages AS main "
                     if not is_any:
                         event_where.append(
-                            sh.multi_conditions(f"main.{events.EventType.LOCATION.column} {op} %({e_k})s",
+                            sh.multi_conditions(f"main.path {op} %({e_k})s",
                                                 event.value, value_key=e_k))
                 else:
-                    event_from = event_from % f"{events.EventType.VIEW_MOBILE.table} AS main "
+                    event_from = event_from % f"events_ios.views AS main "
                     if not is_any:
                         event_where.append(
-                            sh.multi_conditions(f"main.{events.EventType.VIEW_MOBILE.column} {op} %({e_k})s",
+                            sh.multi_conditions(f"main.name {op} %({e_k})s",
                                                 event.value, value_key=e_k))
-            elif event_type == events.EventType.CUSTOM.ui_type:
-                event_from = event_from % f"{events.EventType.CUSTOM.table} AS main "
+            elif event_type == schemas.EventType.CUSTOM:
+                event_from = event_from % f"events_common.customs AS main "
                 if not is_any:
                     event_where.append(
-                        sh.multi_conditions(f"main.{events.EventType.CUSTOM.column} {op} %({e_k})s", event.value,
+                        sh.multi_conditions(f"main.name {op} %({e_k})s", event.value,
                                             value_key=e_k))
-            elif event_type == events.EventType.REQUEST.ui_type:
-                event_from = event_from % f"{events.EventType.REQUEST.table} AS main "
+            elif event_type == schemas.EventType.REQUEST:
+                event_from = event_from % f"events_common.requests AS main "
                 if not is_any:
                     event_where.append(
-                        sh.multi_conditions(f"main.{events.EventType.REQUEST.column} {op} %({e_k})s", event.value,
+                        sh.multi_conditions(f"main.path {op} %({e_k})s", event.value,
                                             value_key=e_k))
-            # elif event_type == events.event_type.GRAPHQL.ui_type:
+            # elif event_type == schemas.event_type.GRAPHQL:
             #     event_from = event_from % f"{events.event_type.GRAPHQL.table} AS main "
             #     if not is_any:
             #         event_where.append(
             #             _multiple_conditions(f"main.{events.event_type.GRAPHQL.column} {op} %({e_k})s", event.value,
             #                                  value_key=e_k))
-            elif event_type == events.EventType.STATEACTION.ui_type:
-                event_from = event_from % f"{events.EventType.STATEACTION.table} AS main "
+            elif event_type == schemas.EventType.STATE_ACTION:
+                event_from = event_from % f"events.state_actions AS main "
                 if not is_any:
                     event_where.append(
-                        sh.multi_conditions(f"main.{events.EventType.STATEACTION.column} {op} %({e_k})s",
+                        sh.multi_conditions(f"main.name {op} %({e_k})s",
                                             event.value, value_key=e_k))
-            elif event_type == events.EventType.ERROR.ui_type:
-                event_from = event_from % f"{events.EventType.ERROR.table} AS main INNER JOIN public.errors AS main1 USING(error_id)"
+            elif event_type == schemas.EventType.ERROR:
+                event_from = event_from % f"events.errors AS main INNER JOIN public.errors AS main1 USING(error_id)"
                 event.source = list(set(event.source))
                 if not is_any and event.value not in [None, "*", ""]:
                     event_where.append(
@@ -674,59 +675,59 @@ def search_query_parts(data: schemas.SessionsSearchPayloadSchema, error_status,
 
 
             # ----- Mobile
-            elif event_type == events.EventType.CLICK_MOBILE.ui_type:
-                event_from = event_from % f"{events.EventType.CLICK_MOBILE.table} AS main "
+            elif event_type == schemas.EventType.CLICK_MOBILE:
+                event_from = event_from % f"events_ios.taps AS main "
                 if not is_any:
                     event_where.append(
-                        sh.multi_conditions(f"main.{events.EventType.CLICK_MOBILE.column} {op} %({e_k})s",
+                        sh.multi_conditions(f"main.label {op} %({e_k})s",
                                             event.value, value_key=e_k))
 
-            elif event_type == events.EventType.INPUT_MOBILE.ui_type:
-                event_from = event_from % f"{events.EventType.INPUT_MOBILE.table} AS main "
+            elif event_type == schemas.EventType.INPUT_MOBILE:
+                event_from = event_from % f"events_ios.inputs AS main "
                 if not is_any:
                     event_where.append(
-                        sh.multi_conditions(f"main.{events.EventType.INPUT_MOBILE.column} {op} %({e_k})s",
+                        sh.multi_conditions(f"main.label {op} %({e_k})s",
                                             event.value, value_key=e_k))
                 if event.source is not None and len(event.source) > 0:
                     event_where.append(sh.multi_conditions(f"main.value ILIKE %(custom{i})s", event.source,
                                                            value_key="custom{i}"))
                     full_args = {**full_args, **sh.multi_values(event.source, f"custom{i}")}
-            elif event_type == events.EventType.VIEW_MOBILE.ui_type:
-                event_from = event_from % f"{events.EventType.VIEW_MOBILE.table} AS main "
+            elif event_type == schemas.EventType.VIEW_MOBILE:
+                event_from = event_from % f"events_ios.views AS main "
                 if not is_any:
                     event_where.append(
-                        sh.multi_conditions(f"main.{events.EventType.VIEW_MOBILE.column} {op} %({e_k})s",
+                        sh.multi_conditions(f"main.name {op} %({e_k})s",
                                             event.value, value_key=e_k))
-            elif event_type == events.EventType.CUSTOM_MOBILE.ui_type:
-                event_from = event_from % f"{events.EventType.CUSTOM_MOBILE.table} AS main "
+            elif event_type == schemas.EventType.CUSTOM_MOBILE:
+                event_from = event_from % f"events_common.customs AS main "
                 if not is_any:
                     event_where.append(
-                        sh.multi_conditions(f"main.{events.EventType.CUSTOM_MOBILE.column} {op} %({e_k})s",
+                        sh.multi_conditions(f"main.name {op} %({e_k})s",
                                             event.value, value_key=e_k))
-            elif event_type == events.EventType.REQUEST_MOBILE.ui_type:
-                event_from = event_from % f"{events.EventType.REQUEST_MOBILE.table} AS main "
+            elif event_type == schemas.EventType.REQUEST_MOBILE:
+                event_from = event_from % f"events_common.requests AS main "
                 if not is_any:
                     event_where.append(
-                        sh.multi_conditions(f"main.{events.EventType.REQUEST_MOBILE.column} {op} %({e_k})s",
+                        sh.multi_conditions(f"main.path {op} %({e_k})s",
                                             event.value, value_key=e_k))
-            elif event_type == events.EventType.CRASH_MOBILE.ui_type:
-                event_from = event_from % f"{events.EventType.CRASH_MOBILE.table} AS main INNER JOIN public.crashes_ios AS main1 USING(crash_ios_id)"
+            elif event_type == schemas.EventType.ERROR_MOBILE:
+                event_from = event_from % f"events_common.crashes AS main INNER JOIN public.crashes_ios AS main1 USING(crash_ios_id)"
                 if not is_any and event.value not in [None, "*", ""]:
                     event_where.append(
                         sh.multi_conditions(f"(main1.reason {op} %({e_k})s OR main1.name {op} %({e_k})s)",
                                             event.value, value_key=e_k))
-            elif event_type == events.EventType.SWIPE_MOBILE.ui_type and platform != "web":
-                event_from = event_from % f"{events.EventType.SWIPE_MOBILE.table} AS main "
+            elif event_type == schemas.EventType.SWIPE_MOBILE and platform != "web":
+                event_from = event_from % f"events_ios.swipes AS main "
                 if not is_any:
                     event_where.append(
-                        sh.multi_conditions(f"main.{events.EventType.SWIPE_MOBILE.column} {op} %({e_k})s",
+                        sh.multi_conditions(f"main.label {op} %({e_k})s",
                                             event.value, value_key=e_k))
 
             elif event_type == schemas.PerformanceEventType.FETCH_FAILED:
-                event_from = event_from % f"{events.EventType.REQUEST.table} AS main "
+                event_from = event_from % f"events_common.requests AS main "
                 if not is_any:
                     event_where.append(
-                        sh.multi_conditions(f"main.{events.EventType.REQUEST.column} {op} %({e_k})s",
+                        sh.multi_conditions(f"main.path {op} %({e_k})s",
                                             event.value, value_key=e_k))
                 col = performance_event.get_col(event_type)
                 colname = col["column"]
@@ -751,7 +752,7 @@ def search_query_parts(data: schemas.SessionsSearchPayloadSchema, error_status,
                                 schemas.PerformanceEventType.LOCATION_AVG_CPU_LOAD,
                                 schemas.PerformanceEventType.LOCATION_AVG_MEMORY_USAGE
                                 ]:
-                event_from = event_from % f"{events.EventType.LOCATION.table} AS main "
+                event_from = event_from % f"events.pages AS main "
                 col = performance_event.get_col(event_type)
                 colname = col["column"]
                 tname = "main"
@@ -762,7 +763,7 @@ def search_query_parts(data: schemas.SessionsSearchPayloadSchema, error_status,
                                     f"{tname}.timestamp <= %(endDate)s"]
                 if not is_any:
                     event_where.append(
-                        sh.multi_conditions(f"main.{events.EventType.LOCATION.column} {op} %({e_k})s",
+                        sh.multi_conditions(f"main.path {op} %({e_k})s",
                                             event.value, value_key=e_k))
                 e_k += "_custom"
                 full_args = {**full_args, **sh.multi_values(event.source, value_key=e_k)}
@@ -772,7 +773,7 @@ def search_query_parts(data: schemas.SessionsSearchPayloadSchema, error_status,
                                                        event.source, value_key=e_k))
 
             elif event_type == schemas.EventType.REQUEST_DETAILS:
-                event_from = event_from % f"{events.EventType.REQUEST.table} AS main "
+                event_from = event_from % f"events_common.requests AS main "
                 apply = False
                 for j, f in enumerate(event.filters):
                     is_any = sh.isAny_opreator(f.operator)
@@ -784,7 +785,7 @@ def search_query_parts(data: schemas.SessionsSearchPayloadSchema, error_status,
                     full_args = {**full_args, **sh.multi_values(f.value, value_key=e_k_f)}
                     if f.type == schemas.FetchFilterType.FETCH_URL:
                         event_where.append(
-                            sh.multi_conditions(f"main.{events.EventType.REQUEST.column} {op} %({e_k_f})s::text",
+                            sh.multi_conditions(f"main.path {op} %({e_k_f})s::text",
                                                 f.value, value_key=e_k_f))
                         apply = True
                     elif f.type == schemas.FetchFilterType.FETCH_STATUS_CODE:
@@ -816,7 +817,7 @@ def search_query_parts(data: schemas.SessionsSearchPayloadSchema, error_status,
                 if not apply:
                     continue
             elif event_type == schemas.EventType.GRAPHQL:
-                event_from = event_from % f"{events.EventType.GRAPHQL.table} AS main "
+                event_from = event_from % f"events.graphql AS main "
                 for j, f in enumerate(event.filters):
                     is_any = sh.isAny_opreator(f.operator)
                     if is_any or len(f.value) == 0:
@@ -827,7 +828,7 @@ def search_query_parts(data: schemas.SessionsSearchPayloadSchema, error_status,
                     full_args = {**full_args, **sh.multi_values(f.value, value_key=e_k_f)}
                     if f.type == schemas.GraphqlFilterType.GRAPHQL_NAME:
                         event_where.append(
-                            sh.multi_conditions(f"main.{events.EventType.GRAPHQL.column} {op} %({e_k_f})s", f.value,
+                            sh.multi_conditions(f"main.name {op} %({e_k_f})s", f.value,
                                                 value_key=e_k_f))
                     elif f.type == schemas.GraphqlFilterType.GRAPHQL_METHOD:
                         event_where.append(
@@ -908,7 +909,7 @@ def search_query_parts(data: schemas.SessionsSearchPayloadSchema, error_status,
     #             b"s.user_os in ('Chrome OS','Fedora','Firefox OS','Linux','Mac OS X','Ubuntu','Windows')")
 
     if errors_only:
-        extra_from += f" INNER JOIN {events.EventType.ERROR.table} AS er USING (session_id) INNER JOIN public.errors AS ser USING (error_id)"
+        extra_from += f" INNER JOIN events.errors AS er USING (session_id) INNER JOIN public.errors AS ser USING (error_id)"
         extra_constraints.append("ser.source = 'js_exception'")
         extra_constraints.append("ser.project_id = %(project_id)s")
         # if error_status != schemas.ErrorStatus.all:
@@ -984,9 +985,9 @@ def search_query_parts(data: schemas.SessionsSearchPayloadSchema, error_status,
                 c.value = helper.values_for_operator(value=c.value, op=c.operator)
                 full_args = {**full_args,
                              **sh.multi_values(c.value, value_key=e_k)}
-                if c.type == events.EventType.LOCATION.ui_type:
+                if c.type == schemas.EventType.LOCATION:
                     _extra_or_condition.append(
-                        sh.multi_conditions(f"ev.{events.EventType.LOCATION.column} {op} %({e_k})s",
+                        sh.multi_conditions(f"ev.path {op} %({e_k})s",
                                             c.value, value_key=e_k))
                 else:
                     logger.warning(f"unsupported extra_event type:${c.type}")
@@ -1044,18 +1045,15 @@ def get_user_sessions(project_id, user_id, start_date, end_date):
 def get_session_user(project_id, user_id):
     with pg_client.PostgresClient() as cur:
         query = cur.mogrify(
-            """\
-            SELECT
-                user_id,
-                count(*) as session_count,	
-                max(start_ts) as last_seen,
-                min(start_ts) as first_seen
-            FROM
-                "public".sessions
-            WHERE
-                project_id = %(project_id)s
-                AND user_id = %(userId)s
-                AND duration is not null
+            """ \
+            SELECT user_id,
+                   count(*)      as session_count,
+                   max(start_ts) as last_seen,
+                   min(start_ts) as first_seen
+            FROM "public".sessions
+            WHERE project_id = %(project_id)s
+              AND user_id = %(userId)s
+              AND duration is not null
             GROUP BY user_id;
             """,
             {"project_id": project_id, "userId": user_id}
@@ -1074,11 +1072,10 @@ def count_all():
 
 def session_exists(project_id, session_id):
     with pg_client.PostgresClient() as cur:
-        query = cur.mogrify("""SELECT 1 
-                             FROM public.sessions 
-                             WHERE session_id=%(session_id)s 
-                                AND project_id=%(project_id)s
-                             LIMIT 1;""",
+        query = cur.mogrify("""SELECT 1
+                               FROM public.sessions
+                               WHERE session_id = %(session_id)s
+                                 AND project_id = %(project_id)s LIMIT 1;""",
                             {"project_id": project_id, "session_id": session_id})
         cur.execute(query)
         row = cur.fetchone()

api/chalicelib/core/sessions/sessions_replay.py

@@ -1,6 +1,7 @@
 import schemas
-from chalicelib.core import events, metadata, events_mobile, \
-    issues, assist, canvas, user_testing
+from chalicelib.core import metadata, assist, canvas, user_testing
+from chalicelib.core.issues import issues
+from chalicelib.core.events import events, events_mobile
 from . import sessions_mobs, sessions_devtool
 from chalicelib.core.errors.modules import errors_helper
 from chalicelib.utils import pg_client, helper
@@ -128,30 +129,8 @@ def get_events(project_id, session_id):
                 data['userTesting'] = user_testing.get_test_signals(session_id=session_id, project_id=project_id)
 
             data['issues'] = issues.get_by_session_id(session_id=session_id, project_id=project_id)
-            data['issues'] = reduce_issues(data['issues'])
+            data['issues'] = issues.reduce_issues(data['issues'])
+            data['incidents'] = events.get_incidents_by_session_id(session_id=session_id, project_id=project_id)
             return data
         else:
             return None
-
-
-# To reduce the number of issues in the replay;
-# will be removed once we agree on how to show issues
-def reduce_issues(issues_list):
-    if issues_list is None:
-        return None
-    i = 0
-    # remove same-type issues if the time between them is <2s
-    while i < len(issues_list) - 1:
-        for j in range(i + 1, len(issues_list)):
-            if issues_list[i]["type"] == issues_list[j]["type"]:
-                break
-        else:
-            i += 1
-            break
-
-        if issues_list[i]["timestamp"] - issues_list[j]["timestamp"] < 2000:
-            issues_list.pop(j)
-        else:
-            i += 1
-
-    return issues_list

api/chalicelib/core/sessions/sessions_search_ch.py

@@ -1,10 +1,10 @@
-import ast
+import json
 import logging
 
 import schemas
-from chalicelib.core import metadata, projects
+from chalicelib.core import metadata
+from chalicelib.utils import helper, ch_client, exp_ch_helper
 from . import sessions_favorite, sessions_search_legacy, sessions_ch as sessions, sessions_legacy_mobil
-from chalicelib.utils import pg_client, helper, ch_client, exp_ch_helper
 
 logger = logging.getLogger(__name__)
 
@@ -57,11 +57,14 @@ SESSION_PROJECTION_COLS_CH_MAP = """\
 """
 
 
+def __parse_metadata(metadata_map):
+    return json.loads(metadata_map.replace("'", '"').replace("NULL", 'null'))
+
+
 # This function executes the query and return result
 def search_sessions(data: schemas.SessionsSearchPayloadSchema, project: schemas.ProjectContext,
-                    user_id, errors_only=False,
-                    error_status=schemas.ErrorStatus.ALL, count_only=False, issue=None, ids_only=False,
-                    platform="web"):
+                    user_id, errors_only=False, error_status=schemas.ErrorStatus.ALL,
+                    count_only=False, issue=None, ids_only=False, metric_of: schemas.MetricOfTable = None):
     if data.bookmarked:
         data.startTimestamp, data.endTimestamp = sessions_favorite.get_start_end_timestamp(project.project_id, user_id)
     if data.startTimestamp is None:
@@ -69,20 +72,80 @@ def search_sessions(data: schemas.SessionsSearchPayloadSchema, project: schemas.
         return {
             'total': 0,
             'sessions': [],
-            'src': 2
+            '_src': 2
         }
+    # ---------------------- extra filter in order to only select sessions that has been used in the card-table
+    extra_event = None
+    # extra_deduplication = []
+    extra_conditions = None
+    if metric_of == schemas.MetricOfTable.VISITED_URL:
+        extra_event = f"""SELECT DISTINCT ev.session_id, 
+                                 JSONExtractString(toString(ev.`$properties`), 'url_path') AS url_path
+                      FROM {exp_ch_helper.get_main_events_table(data.startTimestamp)} AS ev
+                      WHERE ev.created_at >= toDateTime(%(startDate)s / 1000)
+                        AND ev.created_at <= toDateTime(%(endDate)s / 1000)
+                        AND ev.project_id = %(project_id)s
+                        AND ev.`$event_name` = 'LOCATION'"""
+        # extra_deduplication.append("url_path")
+        extra_conditions = {}
+        for e in data.events:
+            if e.type == schemas.EventType.LOCATION:
+                if e.operator not in extra_conditions:
+                    extra_conditions[e.operator] = schemas.SessionSearchEventSchema(**{
+                        "type": e.type,
+                        "isEvent": True,
+                        "value": [],
+                        "operator": e.operator,
+                        "filters": e.filters
+                    })
+                for v in e.value:
+                    if v not in extra_conditions[e.operator].value:
+                        extra_conditions[e.operator].value.append(v)
+        extra_conditions = list(extra_conditions.values())
+    elif metric_of == schemas.MetricOfTable.FETCH:
+        extra_event = f"""SELECT DISTINCT ev.session_id 
+                          FROM {exp_ch_helper.get_main_events_table(data.startTimestamp)} AS ev
+                          WHERE ev.created_at >= toDateTime(%(startDate)s / 1000)
+                            AND ev.created_at <= toDateTime(%(endDate)s / 1000)
+                            AND ev.project_id = %(project_id)s
+                            AND ev.`$event_name` = 'REQUEST'"""
+
+        # extra_deduplication.append("url_path")
+        extra_conditions = {}
+        for e in data.events:
+            if e.type == schemas.EventType.REQUEST_DETAILS:
+                if e.operator not in extra_conditions:
+                    extra_conditions[e.operator] = schemas.SessionSearchEventSchema(**{
+                        "type": e.type,
+                        "isEvent": True,
+                        "value": [],
+                        "operator": e.operator,
+                        "filters": e.filters
+                    })
+                for v in e.value:
+                    if v not in extra_conditions[e.operator].value:
+                        extra_conditions[e.operator].value.append(v)
+        extra_conditions = list(extra_conditions.values())
+
+    # elif metric_of == schemas.MetricOfTable.ISSUES and len(metric_value) > 0:
+    #     data.filters.append(schemas.SessionSearchFilterSchema(value=metric_value, type=schemas.FilterType.ISSUE,
+    #                                                           operator=schemas.SearchEventOperator.IS))
+    # ----------------------
     if project.platform == "web":
         full_args, query_part = sessions.search_query_parts_ch(data=data, error_status=error_status,
                                                                errors_only=errors_only,
                                                                favorite_only=data.bookmarked, issue=issue,
                                                                project_id=project.project_id,
-                                                               user_id=user_id, platform=platform)
+                                                               user_id=user_id, platform=project.platform,
+                                                               extra_event=extra_event,
+                                                               # extra_deduplication=extra_deduplication,
+                                                               extra_conditions=extra_conditions)
     else:
         full_args, query_part = sessions_legacy_mobil.search_query_parts_ch(data=data, error_status=error_status,
                                                                             errors_only=errors_only,
                                                                             favorite_only=data.bookmarked, issue=issue,
                                                                             project_id=project.project_id,
-                                                                            user_id=user_id, platform=platform)
+                                                                            user_id=user_id, platform=project.platform)
     if data.sort == "startTs":
         data.sort = "datetime"
     if data.limit is not None and data.page is not None:
@@ -123,7 +186,8 @@ def search_sessions(data: schemas.SessionsSearchPayloadSchema, project: schemas.
 
             meta_keys = metadata.get(project_id=project.project_id)
             meta_map = ",map(%s) AS 'metadata'" \
-                       % ','.join([f"'{m['key']}',coalesce(metadata_{m['index']},'None')" for m in meta_keys])
+                       % ','.join(
+                [f"'{m['key']}',coalesce(metadata_{m['index']},CAST(NULL AS Nullable(String)))" for m in meta_keys])
             main_query = cur.mogrify(f"""SELECT COUNT(*) AS count,
                                                 COALESCE(JSONB_AGG(users_sessions) 
                                                     FILTER (WHERE rn>%(sessions_limit_s)s AND rn<=%(sessions_limit_e)s), '[]'::JSONB) AS sessions
@@ -141,7 +205,7 @@ def search_sessions(data: schemas.SessionsSearchPayloadSchema, project: schemas.
                                             ) AS users_sessions;""",
                                      full_args)
         elif ids_only:
-            main_query = cur.format(query=f"""SELECT DISTINCT ON(s.session_id) s.session_id
+            main_query = cur.format(query=f"""SELECT DISTINCT ON(s.session_id) s.session_id AS session_id
                                               {query_part}
                                               ORDER BY s.session_id desc
                                               LIMIT %(sessions_limit)s OFFSET %(sessions_limit_s)s;""",
@@ -158,7 +222,8 @@ def search_sessions(data: schemas.SessionsSearchPayloadSchema, project: schemas.
 
             meta_keys = metadata.get(project_id=project.project_id)
             meta_map = ",'metadata',toString(map(%s))" \
-                       % ','.join([f"'{m['key']}',coalesce(metadata_{m['index']},'None')" for m in meta_keys])
+                       % ','.join(
+                [f"'{m['key']}',coalesce(metadata_{m['index']},CAST(NULL AS Nullable(String)))" for m in meta_keys])
             main_query = cur.format(query=f"""SELECT any(total) AS count, 
                                                      groupArray(%(sessions_limit)s)(details) AS sessions
                                               FROM (SELECT total, details
@@ -175,11 +240,11 @@ def search_sessions(data: schemas.SessionsSearchPayloadSchema, project: schemas.
                                               ORDER BY sort_key {data.order}
                                               LIMIT %(sessions_limit)s OFFSET %(sessions_limit_s)s) AS sorted_sessions;""",
                                     parameters=full_args)
-        logging.debug("--------------------")
-        logging.debug(main_query)
-        logging.debug("--------------------")
+
         try:
+            logging.debug("--------------------")
             sessions_list = cur.execute(main_query)
+            logging.debug("--------------------")
         except Exception as err:
             logging.warning("--------- SESSIONS-CH SEARCH QUERY EXCEPTION -----------")
             logging.warning(main_query)
@@ -200,83 +265,24 @@ def search_sessions(data: schemas.SessionsSearchPayloadSchema, project: schemas.
         for i, s in enumerate(sessions_list):
             sessions_list[i] = {**s.pop("last_session")[0], **s}
             sessions_list[i].pop("rn")
-            sessions_list[i]["metadata"] = ast.literal_eval(sessions_list[i]["metadata"])
+            sessions_list[i]["metadata"] = __parse_metadata(sessions_list[i]["metadata"])
     else:
+        import json
         for i in range(len(sessions_list)):
-            sessions_list[i]["metadata"] = ast.literal_eval(sessions_list[i]["metadata"])
-            sessions_list[i] = schemas.SessionModel.parse_obj(helper.dict_to_camel_case(sessions_list[i]))
+            sessions_list[i]["metadata"] = __parse_metadata(sessions_list[i]["metadata"])
+            sessions_list[i] = schemas.SessionModel.model_validate(helper.dict_to_camel_case(sessions_list[i]))
 
     return {
         'total': total,
         'sessions': sessions_list,
-        'src': 2
+        '_src': 2
     }
 
 
 def search_by_metadata(tenant_id, user_id, m_key, m_value, project_id=None):
-    if project_id is None:
-        all_projects = projects.get_projects(tenant_id=tenant_id)
-    else:
-        all_projects = [
-            projects.get_project(tenant_id=tenant_id, project_id=int(project_id), include_last_session=False,
-                                 include_gdpr=False)]
-
-    all_projects = {int(p["projectId"]): p["name"] for p in all_projects}
-    project_ids = list(all_projects.keys())
-
-    available_keys = metadata.get_keys_by_projects(project_ids)
-    for i in available_keys:
-        available_keys[i]["user_id"] = schemas.FilterType.USER_ID
-        available_keys[i]["user_anonymous_id"] = schemas.FilterType.USER_ANONYMOUS_ID
-    results = {}
-    for i in project_ids:
-        if m_key not in available_keys[i].values():
-            available_keys.pop(i)
-            results[i] = {"total": 0, "sessions": [], "missingMetadata": True}
-    project_ids = list(available_keys.keys())
-    if len(project_ids) > 0:
-        with pg_client.PostgresClient() as cur:
-            sub_queries = []
-            for i in project_ids:
-                col_name = list(available_keys[i].keys())[list(available_keys[i].values()).index(m_key)]
-                sub_queries.append(cur.mogrify(
-                    f"(SELECT COALESCE(COUNT(s.*)) AS count FROM public.sessions AS s WHERE s.project_id = %(id)s AND s.{col_name} = %(value)s) AS \"{i}\"",
-                    {"id": i, "value": m_value}).decode('UTF-8'))
-            query = f"""SELECT {", ".join(sub_queries)};"""
-            cur.execute(query=query)
-
-            rows = cur.fetchone()
-
-            sub_queries = []
-            for i in rows.keys():
-                results[i] = {"total": rows[i], "sessions": [], "missingMetadata": False, "name": all_projects[int(i)]}
-                if rows[i] > 0:
-                    col_name = list(available_keys[int(i)].keys())[list(available_keys[int(i)].values()).index(m_key)]
-                    sub_queries.append(
-                        cur.mogrify(
-                            f"""(
-                                    SELECT *
-                                    FROM (
-                                            SELECT DISTINCT ON(favorite_sessions.session_id, s.session_id) {SESSION_PROJECTION_COLS_CH}
-                                            FROM public.sessions AS s LEFT JOIN (SELECT session_id
-                                                                                    FROM public.user_favorite_sessions
-                                                                                    WHERE user_favorite_sessions.user_id = %(userId)s
-                                                                                ) AS favorite_sessions USING (session_id)
-                                            WHERE s.project_id = %(id)s AND s.duration IS NOT NULL AND s.{col_name} = %(value)s
-                                        ) AS full_sessions
-                                    ORDER BY favorite DESC, issue_score DESC
-                                    LIMIT 10
-                                )""",
-                            {"id": i, "value": m_value, "userId": user_id}).decode('UTF-8'))
-            if len(sub_queries) > 0:
-                cur.execute("\nUNION\n".join(sub_queries))
-                rows = cur.fetchall()
-                for i in rows:
-                    results[str(i["project_id"])]["sessions"].append(helper.dict_to_camel_case(i))
-    return results
+    return sessions_search_legacy.search_by_metadata(tenant_id, user_id, m_key, m_value, project_id)
 
 
-# TODO: rewrite this function to use ClickHouse
 def search_sessions_by_ids(project_id: int, session_ids: list, sort_by: str = 'session_id',
                            ascending: bool = False) -> dict:
     return sessions_search_legacy.search_sessions_by_ids(project_id, session_ids, sort_by, ascending)

api/chalicelib/core/sessions/sessions_search_pg.py

@@ -40,7 +40,8 @@ COALESCE((SELECT TRUE
 # This function executes the query and return result
 def search_sessions(data: schemas.SessionsSearchPayloadSchema, project: schemas.ProjectContext,
                     user_id, errors_only=False, error_status=schemas.ErrorStatus.ALL,
-                    count_only=False, issue=None, ids_only=False, platform="web"):
+                    count_only=False, issue=None, ids_only=False, metric_of: schemas.MetricOfTable = None):
+    platform = project.platform
     if data.bookmarked:
         data.startTimestamp, data.endTimestamp = sessions_favorite.get_start_end_timestamp(project.project_id, user_id)
     if data.startTimestamp is None:
@@ -48,7 +49,7 @@ def search_sessions(data: schemas.SessionsSearchPayloadSchema, project: schemas.
         return {
             'total': 0,
             'sessions': [],
-            'src': 1
+            '_src': 1
         }
     full_args, query_part = sessions_legacy.search_query_parts(data=data, error_status=error_status,
                                                                errors_only=errors_only,
@@ -122,7 +123,10 @@ def search_sessions(data: schemas.SessionsSearchPayloadSchema, project: schemas.
             sort = 'session_id'
             if data.sort is not None and data.sort != "session_id":
                 # sort += " " + data.order + "," + helper.key_to_snake_case(data.sort)
-                sort = helper.key_to_snake_case(data.sort)
+                if data.sort == 'datetime':
+                    sort = 'start_ts'
+                else:
+                    sort = helper.key_to_snake_case(data.sort)
 
             meta_keys = metadata.get(project_id=project.project_id)
             main_query = cur.mogrify(f"""SELECT COUNT(full_sessions) AS count, 
@@ -173,7 +177,7 @@ def search_sessions(data: schemas.SessionsSearchPayloadSchema, project: schemas.
     return {
         'total': total,
         'sessions': helper.list_to_camel_case(sessions),
-        'src': 1
+        '_src': 1
     }
 
 
@@ -236,6 +240,7 @@ def search_by_metadata(tenant_id, user_id, m_key, m_value, project_id=None):
                 cur.execute("\nUNION\n".join(sub_queries))
                 rows = cur.fetchall()
                 for i in rows:
+                    i["_src"] = 1
                     results[str(i["project_id"])]["sessions"].append(helper.dict_to_camel_case(i))
     return results
 
@@ -243,7 +248,7 @@ def search_by_metadata(tenant_id, user_id, m_key, m_value, project_id=None):
 def search_sessions_by_ids(project_id: int, session_ids: list, sort_by: str = 'session_id',
                            ascending: bool = False) -> dict:
     if session_ids is None or len(session_ids) == 0:
-        return {"total": 0, "sessions": []}
+        return {"total": 0, "sessions": [], "_src": 1}
     with pg_client.PostgresClient() as cur:
         meta_keys = metadata.get(project_id=project_id)
         params = {"project_id": project_id, "session_ids": tuple(session_ids)}
@@ -262,4 +267,4 @@ def search_sessions_by_ids(project_id: int, session_ids: list, sort_by: str = 's
                 s["metadata"] = {}
                 for m in meta_keys:
                     s["metadata"][m["key"]] = s.pop(f'metadata_{m["index"]}')
-    return {"total": len(rows), "sessions": helper.list_to_camel_case(rows)}
+    return {"total": len(rows), "sessions": helper.list_to_camel_case(rows), "_src": 1}

api/chalicelib/core/sessions/sessions_viewed/__init__.py

@@ -1 +1,2 @@
-from .sessions_viewed import *
+from .sessions_viewed import *
+from .sessions_viewed_ch import *

api/chalicelib/core/signup.py

@@ -87,7 +87,7 @@ async def create_tenant(data: schemas.UserSignupSchema):
         "spotRefreshToken": r.pop("spotRefreshToken"),
         "spotRefreshTokenMaxAge": r.pop("spotRefreshTokenMaxAge"),
         'data': {
-            "scopeState": 0,
+            "scopeState": 2,
             "user": r
         }
     }

api/chalicelib/utils/__init__.py

@@ -11,9 +11,3 @@ if smtp.has_smtp():
     logger.info("valid SMTP configuration found")
 else:
     logger.info("no SMTP configuration found or SMTP validation failed")
-
-if config("EXP_CH_DRIVER", cast=bool, default=True):
-    logging.info(">>> Using new CH driver")
-    from . import ch_client_exp as ch_client
-else:
-    from . import ch_client

api/chalicelib/utils/ch_client.py

@@ -1,73 +1,185 @@
 import logging
+import threading
+import time
+from functools import wraps
+from queue import Queue, Empty
 
-import clickhouse_driver
+import clickhouse_connect
+from clickhouse_connect.driver.query import QueryContext
 from decouple import config
 
 logger = logging.getLogger(__name__)
 
+_CH_CONFIG = {"host": config("ch_host"),
+              "user": config("ch_user", default="default"),
+              "password": config("ch_password", default=""),
+              "port": config("ch_port_http", cast=int),
+              "client_name": config("APP_NAME", default="PY")}
+CH_CONFIG = dict(_CH_CONFIG)
+
 settings = {}
 if config('ch_timeout', cast=int, default=-1) > 0:
-    logger.info(f"CH-max_execution_time set to {config('ch_timeout')}s")
+    logging.info(f"CH-max_execution_time set to {config('ch_timeout')}s")
     settings = {**settings, "max_execution_time": config('ch_timeout', cast=int)}
 
 if config('ch_receive_timeout', cast=int, default=-1) > 0:
-    logger.info(f"CH-receive_timeout set to {config('ch_receive_timeout')}s")
+    logging.info(f"CH-receive_timeout set to {config('ch_receive_timeout')}s")
     settings = {**settings, "receive_timeout": config('ch_receive_timeout', cast=int)}
 
+extra_args = {}
+if config("CH_COMPRESSION", cast=bool, default=True):
+    extra_args["compression"] = "lz4"
+
+
+def transform_result(self, original_function):
+    @wraps(original_function)
+    def wrapper(*args, **kwargs):
+        if kwargs.get("parameters"):
+            if config("LOCAL_DEV", cast=bool, default=False):
+                logger.debug(self.format(query=kwargs.get("query", ""), parameters=kwargs.get("parameters")))
+            else:
+                logger.debug(
+                    str.encode(self.format(query=kwargs.get("query", ""), parameters=kwargs.get("parameters"))))
+        elif len(args) > 0:
+            if config("LOCAL_DEV", cast=bool, default=False):
+                logger.debug(args[0])
+            else:
+                logger.debug(str.encode(args[0]))
+        result = original_function(*args, **kwargs)
+        if isinstance(result, clickhouse_connect.driver.query.QueryResult):
+            column_names = result.column_names
+            result = result.result_rows
+            result = [dict(zip(column_names, row)) for row in result]
+
+        return result
+
+    return wrapper
+
+
+class ClickHouseConnectionPool:
+    def __init__(self, min_size, max_size):
+        self.min_size = min_size
+        self.max_size = max_size
+        self.pool = Queue()
+        self.lock = threading.Lock()
+        self.total_connections = 0
+
+        # Initialize the pool with min_size connections
+        for _ in range(self.min_size):
+            client = clickhouse_connect.get_client(**CH_CONFIG,
+                                                   database=config("ch_database", default="default"),
+                                                   settings=settings,
+                                                   **extra_args)
+            self.pool.put(client)
+            self.total_connections += 1
+
+    def get_connection(self):
+        try:
+            # Try to get a connection without blocking
+            client = self.pool.get_nowait()
+            return client
+        except Empty:
+            with self.lock:
+                if self.total_connections < self.max_size:
+                    client = clickhouse_connect.get_client(**CH_CONFIG,
+                                                           database=config("ch_database", default="default"),
+                                                           settings=settings,
+                                                           **extra_args)
+                    self.total_connections += 1
+                    return client
+        # If max_size reached, wait until a connection is available
+        client = self.pool.get()
+        return client
+
+    def release_connection(self, client):
+        self.pool.put(client)
+
+    def close_all(self):
+        with self.lock:
+            while not self.pool.empty():
+                client = self.pool.get()
+                client.close()
+            self.total_connections = 0
+
+
+CH_pool: ClickHouseConnectionPool = None
+
+RETRY_MAX = config("CH_RETRY_MAX", cast=int, default=50)
+RETRY_INTERVAL = config("CH_RETRY_INTERVAL", cast=int, default=2)
+RETRY = 0
+
+
+def make_pool():
+    if not config('CH_POOL', cast=bool, default=True):
+        return
+    global CH_pool
+    global RETRY
+    if CH_pool is not None:
+        try:
+            CH_pool.close_all()
+        except Exception as error:
+            logger.error("Error while closing all connexions to CH", exc_info=error)
+    try:
+        CH_pool = ClickHouseConnectionPool(min_size=config("CH_MINCONN", cast=int, default=4),
+                                           max_size=config("CH_MAXCONN", cast=int, default=8))
+        if CH_pool is not None:
+            logger.info("Connection pool created successfully for CH")
+    except ConnectionError as error:
+        logger.error("Error while connecting to CH", exc_info=error)
+        if RETRY < RETRY_MAX:
+            RETRY += 1
+            logger.info(f"waiting for {RETRY_INTERVAL}s before retry n°{RETRY}")
+            time.sleep(RETRY_INTERVAL)
+            make_pool()
+        else:
+            raise error
+
 
 class ClickHouseClient:
     __client = None
 
     def __init__(self, database=None):
-        extra_args = {}
-        if config("CH_COMPRESSION", cast=bool, default=True):
-            extra_args["compression"] = "lz4"
-        self.__client = clickhouse_driver.Client(host=config("ch_host"),
-                                                 database=database if database else config("ch_database",
-                                                                                           default="default"),
-                                                 user=config("ch_user", default="default"),
-                                                 password=config("ch_password", default=""),
-                                                 port=config("ch_port", cast=int),
-                                                 settings=settings,
-                                                 **extra_args) \
-            if self.__client is None else self.__client
+        if self.__client is None:
+            if database is not None or not config('CH_POOL', cast=bool, default=True):
+                self.__client = clickhouse_connect.get_client(**CH_CONFIG,
+                                                              database=database if database else config("ch_database",
+                                                                                                        default="default"),
+                                                              settings=settings,
+                                                              **extra_args)
+
+            else:
+                self.__client = CH_pool.get_connection()
+
+            self.__client.execute = transform_result(self, self.__client.query)
+            self.__client.format = self.format
 
     def __enter__(self):
-        return self
-
-    def execute(self, query, parameters=None, **args):
-        try:
-            results = self.__client.execute(query=query, params=parameters, with_column_types=True, **args)
-            keys = tuple(x for x, y in results[1])
-            return [dict(zip(keys, i)) for i in results[0]]
-        except Exception as err:
-            logger.error("--------- CH EXCEPTION -----------", exc_info=err)
-            logger.error("--------- CH QUERY EXCEPTION -----------")
-            logger.error(self.format(query=query, parameters=parameters)
-                         .replace('\n', '\\n')
-                         .replace('    ', ' ')
-                         .replace('        ', ' '))
-            logger.error("--------------------")
-            raise err
-
-    def insert(self, query, params=None, **args):
-        return self.__client.execute(query=query, params=params, **args)
-
-    def client(self):
         return self.__client
 
-    def format(self, query, parameters):
-        if parameters is None:
-            return query
-        return self.__client.substitute_params(query, parameters, self.__client.connection.context)
+    def format(self, query, parameters=None):
+        if parameters:
+            ctx = QueryContext(query=query, parameters=parameters)
+            return ctx.final_query
+        return query
 
     def __exit__(self, *args):
-        pass
+        if config('CH_POOL', cast=bool, default=True):
+            CH_pool.release_connection(self.__client)
+        else:
+            self.__client.close()
 
 
 async def init():
-    logger.info(f">CH_POOL:not defined")
+    logger.info(f">use CH_POOL:{config('CH_POOL', default=True)}")
+    if config('CH_POOL', cast=bool, default=True):
+        make_pool()
 
 
 async def terminate():
-    pass
+    global CH_pool
+    if CH_pool is not None:
+        try:
+            CH_pool.close_all()
+            logger.info("Closed all connexions to CH")
+        except Exception as error:
+            logger.error("Error while closing all connexions to CH", exc_info=error)

api/chalicelib/utils/ch_client_exp.py

@@ -1,177 +0,0 @@
-import logging
-import threading
-import time
-from functools import wraps
-from queue import Queue, Empty
-
-import clickhouse_connect
-from clickhouse_connect.driver.query import QueryContext
-from decouple import config
-
-logger = logging.getLogger(__name__)
-
-_CH_CONFIG = {"host": config("ch_host"),
-              "user": config("ch_user", default="default"),
-              "password": config("ch_password", default=""),
-              "port": config("ch_port_http", cast=int),
-              "client_name": config("APP_NAME", default="PY")}
-CH_CONFIG = dict(_CH_CONFIG)
-
-settings = {}
-if config('ch_timeout', cast=int, default=-1) > 0:
-    logging.info(f"CH-max_execution_time set to {config('ch_timeout')}s")
-    settings = {**settings, "max_execution_time": config('ch_timeout', cast=int)}
-
-if config('ch_receive_timeout', cast=int, default=-1) > 0:
-    logging.info(f"CH-receive_timeout set to {config('ch_receive_timeout')}s")
-    settings = {**settings, "receive_timeout": config('ch_receive_timeout', cast=int)}
-
-extra_args = {}
-if config("CH_COMPRESSION", cast=bool, default=True):
-    extra_args["compression"] = "lz4"
-
-
-def transform_result(self, original_function):
-    @wraps(original_function)
-    def wrapper(*args, **kwargs):
-        logger.debug(str.encode(self.format(query=kwargs.get("query", ""), parameters=kwargs.get("parameters"))))
-        result = original_function(*args, **kwargs)
-        if isinstance(result, clickhouse_connect.driver.query.QueryResult):
-            column_names = result.column_names
-            result = result.result_rows
-            result = [dict(zip(column_names, row)) for row in result]
-
-        return result
-
-    return wrapper
-
-
-class ClickHouseConnectionPool:
-    def __init__(self, min_size, max_size):
-        self.min_size = min_size
-        self.max_size = max_size
-        self.pool = Queue()
-        self.lock = threading.Lock()
-        self.total_connections = 0
-
-        # Initialize the pool with min_size connections
-        for _ in range(self.min_size):
-            client = clickhouse_connect.get_client(**CH_CONFIG,
-                                                   database=config("ch_database", default="default"),
-                                                   settings=settings,
-                                                   **extra_args)
-            self.pool.put(client)
-            self.total_connections += 1
-
-    def get_connection(self):
-        try:
-            # Try to get a connection without blocking
-            client = self.pool.get_nowait()
-            return client
-        except Empty:
-            with self.lock:
-                if self.total_connections < self.max_size:
-                    client = clickhouse_connect.get_client(**CH_CONFIG,
-                                                           database=config("ch_database", default="default"),
-                                                           settings=settings,
-                                                           **extra_args)
-                    self.total_connections += 1
-                    return client
-        # If max_size reached, wait until a connection is available
-        client = self.pool.get()
-        return client
-
-    def release_connection(self, client):
-        self.pool.put(client)
-
-    def close_all(self):
-        with self.lock:
-            while not self.pool.empty():
-                client = self.pool.get()
-                client.close()
-            self.total_connections = 0
-
-
-CH_pool: ClickHouseConnectionPool = None
-
-RETRY_MAX = config("CH_RETRY_MAX", cast=int, default=50)
-RETRY_INTERVAL = config("CH_RETRY_INTERVAL", cast=int, default=2)
-RETRY = 0
-
-
-def make_pool():
-    if not config('CH_POOL', cast=bool, default=True):
-        return
-    global CH_pool
-    global RETRY
-    if CH_pool is not None:
-        try:
-            CH_pool.close_all()
-        except Exception as error:
-            logger.error("Error while closing all connexions to CH", exc_info=error)
-    try:
-        CH_pool = ClickHouseConnectionPool(min_size=config("CH_MINCONN", cast=int, default=4),
-                                           max_size=config("CH_MAXCONN", cast=int, default=8))
-        if CH_pool is not None:
-            logger.info("Connection pool created successfully for CH")
-    except ConnectionError as error:
-        logger.error("Error while connecting to CH", exc_info=error)
-        if RETRY < RETRY_MAX:
-            RETRY += 1
-            logger.info(f"waiting for {RETRY_INTERVAL}s before retry n°{RETRY}")
-            time.sleep(RETRY_INTERVAL)
-            make_pool()
-        else:
-            raise error
-
-
-class ClickHouseClient:
-    __client = None
-
-    def __init__(self, database=None):
-        if self.__client is None:
-            if database is not None or not config('CH_POOL', cast=bool, default=True):
-                self.__client = clickhouse_connect.get_client(**CH_CONFIG,
-                                                              database=database if database else config("ch_database",
-                                                                                                        default="default"),
-                                                              settings=settings,
-                                                              **extra_args)
-
-            else:
-                self.__client = CH_pool.get_connection()
-
-            self.__client.execute = transform_result(self, self.__client.query)
-            self.__client.format = self.format
-
-    def __enter__(self):
-        return self.__client
-
-    def format(self, query, *, parameters=None):
-        if parameters is None:
-            return query
-        return query % {
-            key: f"'{value}'" if isinstance(value, str) else value
-            for key, value in parameters.items()
-        }
-
-    def __exit__(self, *args):
-        if config('CH_POOL', cast=bool, default=True):
-            CH_pool.release_connection(self.__client)
-        else:
-            self.__client.close()
-
-
-async def init():
-    logger.info(f">use CH_POOL:{config('CH_POOL', default=True)}")
-    if config('CH_POOL', cast=bool, default=True):
-        make_pool()
-
-
-async def terminate():
-    global CH_pool
-    if CH_pool is not None:
-        try:
-            CH_pool.close_all()
-            logger.info("Closed all connexions to CH")
-        except Exception as error:
-            logger.error("Error while closing all connexions to CH", exc_info=error)

api/chalicelib/utils/exp_ch_helper.py

@@ -1,7 +1,14 @@
-from typing import Union
+import logging
+import math
+import re
+import struct
+from decimal import Decimal
+from typing import Union, Any
 
 import schemas
-import logging
+from chalicelib.utils import sql_helper as sh
+from chalicelib.utils.TimeUTC import TimeUTC
+from schemas import SearchEventOperator
 
 logger = logging.getLogger(__name__)
 
@@ -50,7 +57,8 @@ def get_event_type(event_type: Union[schemas.EventType, schemas.PerformanceEvent
         schemas.EventType.ERROR: "ERROR",
         schemas.PerformanceEventType.LOCATION_AVG_CPU_LOAD: 'PERFORMANCE',
         schemas.PerformanceEventType.LOCATION_AVG_MEMORY_USAGE: 'PERFORMANCE',
-        schemas.FetchFilterType.FETCH_URL: 'REQUEST'
+        schemas.FetchFilterType.FETCH_URL: 'REQUEST',
+        schemas.EventType.INCIDENT: "INCIDENT",
     }
     defs_mobile = {
         schemas.EventType.CLICK_MOBILE: "TAP",
@@ -59,10 +67,183 @@ def get_event_type(event_type: Union[schemas.EventType, schemas.PerformanceEvent
         schemas.EventType.REQUEST_MOBILE: "REQUEST",
         schemas.EventType.ERROR_MOBILE: "CRASH",
         schemas.EventType.VIEW_MOBILE: "VIEW",
-        schemas.EventType.SWIPE_MOBILE: "SWIPE"
+        schemas.EventType.SWIPE_MOBILE: "SWIPE",
+        schemas.EventType.INCIDENT: "INCIDENT"
     }
     if platform != "web" and event_type in defs_mobile:
         return defs_mobile.get(event_type)
     if event_type not in defs:
         raise Exception(f"unsupported EventType:{event_type}")
     return defs.get(event_type)
+
+
+# AI generated
+def simplify_clickhouse_type(ch_type: str) -> str:
+    """
+    Simplify a ClickHouse data type name to a broader category like:
+    int, float, decimal, datetime, string, uuid, enum, array, tuple, map, nested, etc.
+    """
+
+    # 1) Strip out common wrappers like Nullable(...) or LowCardinality(...)
+    #    Possibly multiple wrappers: e.g. "LowCardinality(Nullable(Int32))"
+    pattern_wrappers = re.compile(r'(Nullable|LowCardinality)\((.*)\)')
+    while True:
+        match = pattern_wrappers.match(ch_type)
+        if match:
+            ch_type = match.group(2)
+        else:
+            break
+
+    # 2) Normalize (lowercase) for easier checks
+    normalized_type = ch_type.lower()
+
+    # 3) Use pattern matching or direct checks for known categories
+    #    (You can adapt this as you see fit for your environment.)
+
+    # Integers: Int8, Int16, Int32, Int64, Int128, Int256, UInt8, UInt16, ...
+    if re.match(r'^(u?int)(8|16|32|64|128|256)$', normalized_type):
+        return "int"
+
+    # Floats: Float32, Float64
+    if re.match(r'^float(32|64)|double$', normalized_type):
+        return "float"
+
+    # Decimal: Decimal(P, S)
+    if normalized_type.startswith("decimal"):
+        # return "decimal"
+        return "float"
+
+    # Date/DateTime
+    if normalized_type.startswith("date"):
+        return "datetime"
+    if normalized_type.startswith("datetime"):
+        return "datetime"
+
+    # Strings: String, FixedString(N)
+    if normalized_type.startswith("string"):
+        return "string"
+    if normalized_type.startswith("fixedstring"):
+        return "string"
+
+    # UUID
+    if normalized_type.startswith("uuid"):
+        # return "uuid"
+        return "string"
+
+    # Enums: Enum8(...) or Enum16(...)
+    if normalized_type.startswith("enum8") or normalized_type.startswith("enum16"):
+        # return "enum"
+        return "string"
+
+    # Arrays: Array(T)
+    if normalized_type.startswith("array"):
+        return "array"
+
+    # Tuples: Tuple(T1, T2, ...)
+    if normalized_type.startswith("tuple"):
+        return "tuple"
+
+    # Map(K, V)
+    if normalized_type.startswith("map"):
+        return "map"
+
+    # Nested(...)
+    if normalized_type.startswith("nested"):
+        return "nested"
+
+    # If we didn't match above, just return the original type in lowercase
+    return normalized_type
+
+
+def simplify_clickhouse_types(ch_types: list[str]) -> list[str]:
+    """
+    Takes a list of ClickHouse types and returns a list of simplified types
+    by calling `simplify_clickhouse_type` on each.
+    """
+    return list(set([simplify_clickhouse_type(t) for t in ch_types]))
+
+
+def get_sub_condition(col_name: str, val_name: str,
+                      operator: Union[schemas.SearchEventOperator, schemas.MathOperator]) -> str:
+    if operator == SearchEventOperator.PATTERN:
+        return f"match({col_name}, %({val_name})s)"
+    op = sh.get_sql_operator(operator)
+    return f"{col_name} {op} %({val_name})s"
+
+
+def get_col_cast(data_type: schemas.PropertyType, value: Any) -> str:
+    if value is None or len(value) == 0:
+        return ""
+    if isinstance(value, list):
+        value = value[0]
+    if data_type in (schemas.PropertyType.INT, schemas.PropertyType.FLOAT):
+        return best_clickhouse_type(value)
+    return data_type.capitalize()
+
+
+# (type_name, minimum, maximum) – ordered by increasing size
+_INT_RANGES = [
+    ("Int8", -128, 127),
+    ("UInt8", 0, 255),
+    ("Int16", -32_768, 32_767),
+    ("UInt16", 0, 65_535),
+    ("Int32", -2_147_483_648, 2_147_483_647),
+    ("UInt32", 0, 4_294_967_295),
+    ("Int64", -9_223_372_036_854_775_808, 9_223_372_036_854_775_807),
+    ("UInt64", 0, 18_446_744_073_709_551_615),
+]
+
+
+def best_clickhouse_type(value):
+    """
+    Return the most compact ClickHouse numeric type that can store *value* loss-lessly.
+
+    """
+    # Treat bool like tiny int
+    if isinstance(value, bool):
+        value = int(value)
+
+    # --- Integers ---
+    if isinstance(value, int):
+        for name, lo, hi in _INT_RANGES:
+            if lo <= value <= hi:
+                return name
+        # Beyond UInt64: ClickHouse offers Int128 / Int256 or Decimal
+        return "Int128"
+
+    # --- Decimal.Decimal (exact) ---
+    if isinstance(value, Decimal):
+        # ClickHouse Decimal32/64/128 have 9 / 18 / 38 significant digits.
+        digits = len(value.as_tuple().digits)
+        if digits <= 9:
+            return "Decimal32"
+        elif digits <= 18:
+            return "Decimal64"
+        else:
+            return "Decimal128"
+
+    # --- Floats ---
+    if isinstance(value, float):
+        if not math.isfinite(value):
+            return "Float64"  # inf / nan → always Float64
+
+        # Check if a round-trip through 32-bit float preserves the bit pattern
+        packed = struct.pack("f", value)
+        if struct.unpack("f", packed)[0] == value:
+            return "Float32"
+        return "Float64"
+
+    raise TypeError(f"Unsupported type: {type(value).__name__}")
+
+
+def explode_dproperties(rows):
+    for i in range(len(rows)):
+        rows[i] = {**rows[i], **rows[i]["$properties"]}
+        rows[i].pop("$properties")
+    return rows
+
+
+def add_timestamp(rows):
+    for row in rows:
+        row["timestamp"] = TimeUTC.datetime_to_timestamp(row["createdAt"])
+    return rows

api/chalicelib/utils/helper.py

@@ -15,11 +15,11 @@ def random_string(length=36):
     return "".join(random.choices(string.hexdigits, k=length))
 
 
-def list_to_camel_case(items: list[dict], flatten: bool = False) -> list[dict]:
+def list_to_camel_case(items: list[dict], flatten: bool = False, ignore_keys=[]) -> list[dict]:
     for i in range(len(items)):
         if flatten:
             items[i] = flatten_nested_dicts(items[i])
-        items[i] = dict_to_camel_case(items[i])
+        items[i] = dict_to_camel_case(items[i], ignore_keys=[])
 
     return items
 
@@ -99,6 +99,8 @@ def allow_captcha():
 
 
 def string_to_sql_like(value):
+    if value is None:
+        return None
     value = re.sub(' +', ' ', value)
     value = value.replace("*", "%")
     if value.startswith("^"):
@@ -334,5 +336,3 @@ def cast_session_id_to_string(data):
             for key in keys:
                 data[key] = cast_session_id_to_string(data[key])
     return data
-
-

api/chalicelib/utils/or_cache/__init__.py

@@ -1 +0,0 @@
-from .or_cache import CachedResponse

api/chalicelib/utils/or_cache/or_cache.py

@@ -1,83 +0,0 @@
-import functools
-import inspect
-import json
-import logging
-from chalicelib.utils import pg_client
-import time
-from fastapi.encoders import jsonable_encoder
-
-logger = logging.getLogger(__name__)
-
-
-class CachedResponse:
-    def __init__(self, table, ttl):
-        self.table = table
-        self.ttl = ttl
-
-    def __call__(self, func):
-        self.param_names = {i: param for i, param in enumerate(inspect.signature(func).parameters)}
-
-        @functools.wraps(func)
-        def wrapper(*args, **kwargs):
-            values = dict()
-            for i, param in self.param_names.items():
-                if i < len(args):
-                    values[param] = args[i]
-                elif param in kwargs:
-                    values[param] = kwargs[param]
-                else:
-                    values[param] = None
-            result = self.__get(values)
-            if result is None or result["expired"] \
-                    or result["result"] is None or len(result["result"]) == 0:
-                now = time.time()
-                result = func(*args, **kwargs)
-                now = time.time() - now
-                if result is not None and len(result) > 0:
-                    self.__add(values, result, now)
-                    result[0]["cached"] = False
-            else:
-                logger.info(f"using cached response for "
-                            f"{func.__name__}({','.join([f'{key}={val}' for key, val in enumerate(values)])})")
-                result = result["result"]
-                result[0]["cached"] = True
-
-            return result
-
-        return wrapper
-
-    def __get(self, values):
-        with pg_client.PostgresClient() as cur:
-            sub_constraints = []
-            for key, value in values.items():
-                if value is not None:
-                    sub_constraints.append(f"{key}=%({key})s")
-                else:
-                    sub_constraints.append(f"{key} IS NULL")
-            query = f"""SELECT result,
-                               (%(ttl)s>0 
-                                AND EXTRACT(EPOCH FROM (timezone('utc'::text, now()) - created_at - INTERVAL %(interval)s)) > 0) AS expired
-                        FROM {self.table}
-                        WHERE {" AND ".join(sub_constraints)}"""
-            query = cur.mogrify(query, {**values, 'ttl': self.ttl, 'interval': f'{self.ttl} seconds'})
-            logger.debug("------")
-            logger.debug(query)
-            logger.debug("------")
-            cur.execute(query)
-            result = cur.fetchone()
-        return result
-
-    def __add(self, values, result, execution_time):
-        with pg_client.PostgresClient() as cur:
-            query = f"""INSERT INTO {self.table} ({",".join(values.keys())},result,execution_time) 
-                        VALUES ({",".join([f"%({param})s" for param in values.keys()])},%(result)s,%(execution_time)s) 
-                        ON CONFLICT ({",".join(values.keys())}) DO UPDATE SET result=%(result)s, 
-                                                  execution_time=%(execution_time)s,
-                                                  created_at=timezone('utc'::text, now());"""
-            query = cur.mogrify(query, {**values,
-                                        "result": json.dumps(jsonable_encoder(result)),
-                                        "execution_time": execution_time})
-            logger.debug("------")
-            logger.debug(query)
-            logger.debug("------")
-            cur.execute(query)

api/chalicelib/utils/sql_helper.py

@@ -14,6 +14,9 @@ def get_sql_operator(op: Union[schemas.SearchEventOperator, schemas.ClickEventEx
         schemas.SearchEventOperator.NOT_CONTAINS: "NOT ILIKE",
         schemas.SearchEventOperator.STARTS_WITH: "ILIKE",
         schemas.SearchEventOperator.ENDS_WITH: "ILIKE",
+        # this is not used as an operator, it is used in order to maintain a valid value for conditions
+        schemas.SearchEventOperator.PATTERN: "regex",
+
         # Selector operators:
         schemas.ClickEventExtraOperator.IS: "=",
         schemas.ClickEventExtraOperator.IS_NOT: "!=",
@@ -41,7 +44,7 @@ def reverse_sql_operator(op):
     return "=" if op == "!=" else "!=" if op == "=" else "ILIKE" if op == "NOT ILIKE" else "NOT ILIKE"
 
 
-def multi_conditions(condition, values, value_key="value", is_not=False):
+def multi_conditions(condition, values, value_key="value", is_not=False) -> str:
     query = []
     for i in range(len(values)):
         k = f"{value_key}_{i}"
@@ -49,12 +52,16 @@ def multi_conditions(condition, values, value_key="value", is_not=False):
     return "(" + (" AND " if is_not else " OR ").join(query) + ")"
 
 
-def multi_values(values, value_key="value"):
+def multi_values(values, value_key="value", data_type: schemas.PropertyType | None = None):
     query_values = {}
     if values is not None and isinstance(values, list):
         for i in range(len(values)):
             k = f"{value_key}_{i}"
             query_values[k] = values[i].value if isinstance(values[i], Enum) else values[i]
+            if data_type:
+                if data_type == schemas.PropertyType.STRING:
+                    query_values[k] = str(query_values[k])
+
     return query_values
 
 
@@ -73,3 +80,29 @@ def single_value(values):
                 values[i] = v.value
     return values
 
+
+def coordinate_conditions(condition_x, condition_y, values, value_key="value", is_not=False):
+    query = []
+    if len(values) == 2:
+        # if 2 values are provided, it means x=v[0] and y=v[1]
+        for i in range(len(values)):
+            k = f"{value_key}_{i}"
+            if i == 0:
+                query.append(f"{condition_x}=%({k})s")
+            elif i == 1:
+                query.append(f"{condition_y}=%({k})s")
+
+    elif len(values) == 4:
+        # if 4 values are provided, it means v[0]<=x<=v[1] and v[2]<=y<=v[3]
+        for i in range(len(values)):
+            k = f"{value_key}_{i}"
+            if i == 0:
+                query.append(f"{condition_x}>=%({k})s")
+            elif i == 1:
+                query.append(f"{condition_x}<=%({k})s")
+            elif i == 2:
+                query.append(f"{condition_y}>=%({k})s")
+            elif i == 3:
+                query.append(f"{condition_y}<=%({k})s")
+
+    return "(" + (" AND " if is_not else " OR ").join(query) + ")"

api/env.default

@@ -74,4 +74,6 @@ EXP_CH_DRIVER=true
 EXP_AUTOCOMPLETE=true
 EXP_ALERTS=true
 EXP_ERRORS_SEARCH=true
-EXP_METRICS=true
+EXP_METRICS=true
+EXP_SESSIONS_SEARCH=true
+EXP_EVENTS=true

api/env.dev

@@ -68,4 +68,5 @@ EXP_CH_DRIVER=true
 EXP_AUTOCOMPLETE=true
 EXP_ALERTS=true
 EXP_ERRORS_SEARCH=true
-EXP_METRICS=true
+EXP_METRICS=true
+EXP_EVENTS=true

api/product_analytics_working_query.sql

@@ -1,591 +0,0 @@
--- -- Original Q3
--- WITH ranked_events AS (SELECT *
---                        FROM ranked_events_1736344377403),
---      n1 AS (SELECT event_number_in_session,
---                    event_type,
---                    e_value,
---                    next_type,
---                    next_value,
---                    COUNT(1) AS sessions_count
---             FROM ranked_events
---             WHERE event_number_in_session = 1
---               AND isNotNull(next_value)
---             GROUP BY event_number_in_session, event_type, e_value, next_type, next_value
---             ORDER BY sessions_count DESC
---             LIMIT 8),
---      n2 AS (SELECT *
---             FROM (SELECT re.event_number_in_session AS event_number_in_session,
---                          re.event_type              AS event_type,
---                          re.e_value                 AS e_value,
---                          re.next_type               AS next_type,
---                          re.next_value              AS next_value,
---                          COUNT(1)                   AS sessions_count
---                   FROM n1
---                            INNER JOIN ranked_events AS re
---                                       ON (n1.next_value = re.e_value AND n1.next_type = re.event_type)
---                   WHERE re.event_number_in_session = 2
---                   GROUP BY re.event_number_in_session, re.event_type, re.e_value, re.next_type,
---                            re.next_value) AS sub_level
---             ORDER BY sessions_count DESC
---             LIMIT 8),
---      n3 AS (SELECT *
---             FROM (SELECT re.event_number_in_session AS event_number_in_session,
---                          re.event_type              AS event_type,
---                          re.e_value                 AS e_value,
---                          re.next_type               AS next_type,
---                          re.next_value              AS next_value,
---                          COUNT(1)                   AS sessions_count
---                   FROM n2
---                            INNER JOIN ranked_events AS re
---                                       ON (n2.next_value = re.e_value AND n2.next_type = re.event_type)
---                   WHERE re.event_number_in_session = 3
---                   GROUP BY re.event_number_in_session, re.event_type, re.e_value, re.next_type,
---                            re.next_value) AS sub_level
---             ORDER BY sessions_count DESC
---             LIMIT 8),
---      n4 AS (SELECT *
---             FROM (SELECT re.event_number_in_session AS event_number_in_session,
---                          re.event_type              AS event_type,
---                          re.e_value                 AS e_value,
---                          re.next_type               AS next_type,
---                          re.next_value              AS next_value,
---                          COUNT(1)                   AS sessions_count
---                   FROM n3
---                            INNER JOIN ranked_events AS re
---                                       ON (n3.next_value = re.e_value AND n3.next_type = re.event_type)
---                   WHERE re.event_number_in_session = 4
---                   GROUP BY re.event_number_in_session, re.event_type, re.e_value, re.next_type,
---                            re.next_value) AS sub_level
---             ORDER BY sessions_count DESC
---             LIMIT 8),
---      n5 AS (SELECT *
---             FROM (SELECT re.event_number_in_session AS event_number_in_session,
---                          re.event_type              AS event_type,
---                          re.e_value                 AS e_value,
---                          re.next_type               AS next_type,
---                          re.next_value              AS next_value,
---                          COUNT(1)                   AS sessions_count
---                   FROM n4
---                            INNER JOIN ranked_events AS re
---                                       ON (n4.next_value = re.e_value AND n4.next_type = re.event_type)
---                   WHERE re.event_number_in_session = 5
---                   GROUP BY re.event_number_in_session, re.event_type, re.e_value, re.next_type,
---                            re.next_value) AS sub_level
---             ORDER BY sessions_count DESC
---             LIMIT 8)
--- SELECT *
--- FROM (SELECT event_number_in_session,
---              event_type,
---              e_value,
---              next_type,
---              next_value,
---              sessions_count
---       FROM n1
---       UNION ALL
---       SELECT event_number_in_session,
---              event_type,
---              e_value,
---              next_type,
---              next_value,
---              sessions_count
---       FROM n2
---       UNION ALL
---       SELECT event_number_in_session,
---              event_type,
---              e_value,
---              next_type,
---              next_value,
---              sessions_count
---       FROM n3
---       UNION ALL
---       SELECT event_number_in_session,
---              event_type,
---              e_value,
---              next_type,
---              next_value,
---              sessions_count
---       FROM n4
---       UNION ALL
---       SELECT event_number_in_session,
---              event_type,
---              e_value,
---              next_type,
---              next_value,
---              sessions_count
---       FROM n5) AS chart_steps
--- ORDER BY event_number_in_session;
-
--- Q1
--- CREATE TEMPORARY TABLE pre_ranked_events_1736344377403 AS
-CREATE TABLE pre_ranked_events_1736344377403 ENGINE = Memory AS
-    (WITH initial_event AS (SELECT events.session_id, MIN(datetime) AS start_event_timestamp
-                            FROM experimental.events AS events
-                            WHERE ((event_type = 'LOCATION' AND (url_path = '/en/deployment/')))
-                              AND events.project_id = toUInt16(65)
-                              AND events.datetime >= toDateTime(1735599600000 / 1000)
-                              AND events.datetime < toDateTime(1736290799999 / 1000)
-                            GROUP BY 1),
-          pre_ranked_events AS (SELECT *
-                                FROM (SELECT session_id,
-                                             event_type,
-                                             datetime,
-                                             url_path             AS e_value,
-                                             row_number() OVER (PARTITION BY session_id
-                                                 ORDER BY datetime ,
-                                                     message_id ) AS event_number_in_session
-                                      FROM experimental.events AS events
-                                               INNER JOIN initial_event ON (events.session_id = initial_event.session_id)
-                                      WHERE events.project_id = toUInt16(65)
-                                        AND events.datetime >= toDateTime(1735599600000 / 1000)
-                                        AND events.datetime < toDateTime(1736290799999 / 1000)
-                                        AND (events.event_type = 'LOCATION')
-                                        AND events.datetime >= initial_event.start_event_timestamp
-                                         ) AS full_ranked_events
-                                WHERE event_number_in_session <= 5)
-     SELECT *
-     FROM pre_ranked_events);
-;
-
-SELECT *
-FROM pre_ranked_events_1736344377403
-WHERE event_number_in_session < 3;
-
-
-
--- ---------Q2-----------
--- CREATE TEMPORARY TABLE ranked_events_1736344377403 AS
-DROP TABLE ranked_events_1736344377403;
-CREATE TABLE ranked_events_1736344377403 ENGINE = Memory AS
-    (WITH pre_ranked_events AS (SELECT *
-                                FROM pre_ranked_events_1736344377403),
-          start_points AS (SELECT DISTINCT session_id
-                           FROM pre_ranked_events
-                           WHERE ((event_type = 'LOCATION' AND (e_value = '/en/deployment/')))
-                             AND pre_ranked_events.event_number_in_session = 1),
-          ranked_events AS (SELECT pre_ranked_events.*,
-                                   leadInFrame(e_value)
-                                               OVER (PARTITION BY session_id ORDER BY datetime
-                                                   ROWS BETWEEN UNBOUNDED PRECEDING AND UNBOUNDED FOLLOWING) AS next_value,
-                                   leadInFrame(toNullable(event_type))
-                                               OVER (PARTITION BY session_id ORDER BY datetime
-                                                   ROWS BETWEEN UNBOUNDED PRECEDING AND UNBOUNDED FOLLOWING) AS next_type
-                            FROM start_points
-                                     INNER JOIN pre_ranked_events USING (session_id))
-     SELECT *
-     FROM ranked_events);
-
-
--- ranked events
-SELECT event_number_in_session,
-       event_type,
-       e_value,
-       next_type,
-       next_value,
-       COUNT(1) AS sessions_count
-FROM ranked_events_1736344377403
-WHERE event_number_in_session = 2
---   AND e_value='/en/deployment/deploy-docker/'
---     AND next_value NOT IN ('/en/deployment/','/en/plugins/','/en/using-or/')
---     AND e_value NOT IN ('/en/deployment/deploy-docker/','/en/getting-started/','/en/deployment/deploy-ubuntu/')
-  AND isNotNull(next_value)
-GROUP BY event_number_in_session, event_type, e_value, next_type, next_value
-ORDER BY event_number_in_session, sessions_count DESC;
-
-
-
-SELECT event_number_in_session,
-       event_type,
-       e_value,
-       COUNT(1) AS sessions_count
-FROM ranked_events_1736344377403
-WHERE event_number_in_session = 1
-GROUP BY event_number_in_session, event_type, e_value
-ORDER BY event_number_in_session, sessions_count DESC;
-
-SELECT COUNT(1) AS sessions_count
-FROM ranked_events_1736344377403
-WHERE event_number_in_session = 2
-  AND isNull(next_value)
-;
-
--- ---------Q3 MORE -----------
-WITH ranked_events AS (SELECT *
-                       FROM ranked_events_1736344377403),
-     n1 AS (SELECT event_number_in_session,
-                   event_type,
-                   e_value,
-                   next_type,
-                   next_value,
-                   COUNT(1) AS sessions_count
-            FROM ranked_events
-            WHERE event_number_in_session = 1
-            GROUP BY event_number_in_session, event_type, e_value, next_type, next_value
-            ORDER BY sessions_count DESC),
-     n2 AS (SELECT event_number_in_session,
-                   event_type,
-                   e_value,
-                   next_type,
-                   next_value,
-                   COUNT(1) AS sessions_count
-            FROM ranked_events
-            WHERE event_number_in_session = 2
-            GROUP BY event_number_in_session, event_type, e_value, next_type, next_value
-            ORDER BY sessions_count DESC),
-     n3 AS (SELECT event_number_in_session,
-                   event_type,
-                   e_value,
-                   next_type,
-                   next_value,
-                   COUNT(1) AS sessions_count
-            FROM ranked_events
-            WHERE event_number_in_session = 3
-            GROUP BY event_number_in_session, event_type, e_value, next_type, next_value
-            ORDER BY sessions_count DESC),
-     drop_n AS (-- STEP 1
-         SELECT event_number_in_session,
-                event_type,
-                e_value,
-                'DROP' AS next_type,
-                NULL   AS next_value,
-                sessions_count
-         FROM n1
-         WHERE isNull(n1.next_type)
-         UNION ALL
-         -- STEP 2
-         SELECT event_number_in_session,
-                event_type,
-                e_value,
-                'DROP' AS next_type,
-                NULL   AS next_value,
-                sessions_count
-         FROM n2
-         WHERE isNull(n2.next_type)),
---      TODO: make this as top_steps, where every step will go to next as top/others
-     top_n1 AS (-- STEP 1
-         SELECT event_number_in_session,
-                event_type,
-                e_value,
-                next_type,
-                next_value,
-                sessions_count
-         FROM n1
-         WHERE isNotNull(next_type)
-         ORDER BY sessions_count DESC
-         LIMIT 3),
-     top_n2 AS (-- STEP 2
-         SELECT event_number_in_session,
-                event_type,
-                e_value,
-                next_type,
-                next_value,
-                sessions_count
-         FROM n2
-         WHERE (event_type, e_value) IN (SELECT event_type,
-                                                e_value
-                                         FROM n2
-                                         WHERE isNotNull(next_type)
-                                         GROUP BY event_type, e_value
-                                         ORDER BY SUM(sessions_count) DESC
-                                         LIMIT 3)
-         ORDER BY sessions_count DESC),
-     top_n AS (SELECT *
-               FROM top_n1
-               UNION ALL
-               SELECT *
-               FROM top_n2),
-     u_top_n AS (SELECT DISTINCT event_number_in_session,
-                                 event_type,
-                                 e_value
-                 FROM top_n),
-     others_n AS (
-         -- STEP 1
-         SELECT event_number_in_session,
-                event_type,
-                e_value,
-                next_type,
-                next_value,
-                sessions_count
-         FROM n1
-         WHERE isNotNull(next_type)
-         ORDER BY sessions_count DESC
-         LIMIT 1000000 OFFSET 3
-         UNION ALL
-         -- STEP 2
-         SELECT event_number_in_session,
-                event_type,
-                e_value,
-                next_type,
-                next_value,
-                sessions_count
-         FROM n2
-         WHERE isNotNull(next_type)
---          GROUP BY event_number_in_session, event_type, e_value
-         ORDER BY sessions_count DESC
-         LIMIT 1000000 OFFSET 3)
-SELECT *
-FROM (
--- Top
-         SELECT *
-         FROM top_n
-         --          UNION ALL
--- -- Others
---          SELECT event_number_in_session,
---                 event_type,
---                 e_value,
---                 'OTHER' AS next_type,
---                 NULL    AS next_value,
---                 SUM(sessions_count)
---          FROM others_n
---          GROUP BY event_number_in_session, event_type, e_value
---          UNION ALL
--- -- Top go to Drop
---          SELECT drop_n.event_number_in_session,
---                 drop_n.event_type,
---                 drop_n.e_value,
---                 drop_n.next_type,
---                 drop_n.next_value,
---                 drop_n.sessions_count
---          FROM drop_n
---                   INNER JOIN u_top_n ON (drop_n.event_number_in_session = u_top_n.event_number_in_session
---              AND drop_n.event_type = u_top_n.event_type
---              AND drop_n.e_value = u_top_n.e_value)
---          ORDER BY drop_n.event_number_in_session
---          --          --          UNION ALL
--- -- -- Top go to Others
---          SELECT top_n.event_number_in_session,
---                 top_n.event_type,
---                 top_n.e_value,
---                 'OTHER'                   AS next_type,
---                 NULL                      AS next_value,
---                 SUM(top_n.sessions_count) AS sessions_count
---          FROM top_n
---                   LEFT JOIN others_n ON (others_n.event_number_in_session = (top_n.event_number_in_session + 1)
---              AND top_n.next_type = others_n.event_type
---              AND top_n.next_value = others_n.e_value)
---          WHERE others_n.event_number_in_session IS NULL
---            AND top_n.next_type IS NOT NULL
---          GROUP BY event_number_in_session, event_type, e_value
---          UNION ALL
--- -- Others got to Top
---          SELECT others_n.event_number_in_session,
---                 'OTHER'               AS event_type,
---                 NULL                  AS e_value,
---                 others_n.s_next_type  AS next_type,
---                 others_n.s_next_value AS next_value,
---                 SUM(sessions_count)   AS sessions_count
---          FROM others_n
---                   INNER JOIN top_n ON (others_n.event_number_in_session = top_n.event_number_in_session + 1 AND
---                                        others_n.s_next_type = top_n.event_type AND
---                                        others_n.s_next_value = top_n.event_type)
---          GROUP BY others_n.event_number_in_session, next_type, next_value
-         --          UNION ALL
---          -- TODO: find if this works or not
--- -- Others got to Others
---          SELECT others_n.event_number_in_session,
---                 'OTHER'             AS event_type,
---                 NULL                AS e_value,
---                 'OTHERS'            AS next_type,
---                 NULL                AS next_value,
---                 SUM(sessions_count) AS sessions_count
---          FROM others_n
---                   LEFT JOIN u_top_n ON ((others_n.event_number_in_session + 1) = u_top_n.event_number_in_session
---              AND others_n.s_next_type = u_top_n.event_type
---              AND others_n.s_next_value = u_top_n.e_value)
---          WHERE u_top_n.event_number_in_session IS NULL
---          GROUP BY others_n.event_number_in_session
-         )
-ORDER BY event_number_in_session;
-
-
--- ---------Q3 TOP ON VALUE ONLY -----------
-WITH ranked_events AS (SELECT *
-                       FROM ranked_events_1736344377403),
-     n1 AS (SELECT event_number_in_session,
-                   event_type,
-                   e_value,
-                   next_type,
-                   next_value,
-                   COUNT(1) AS sessions_count
-            FROM ranked_events
-            WHERE event_number_in_session = 1
-            GROUP BY event_number_in_session, event_type, e_value, next_type, next_value
-            ORDER BY sessions_count DESC),
-     n2 AS (SELECT event_number_in_session,
-                   event_type,
-                   e_value,
-                   next_type,
-                   next_value,
-                   COUNT(1) AS sessions_count
-            FROM ranked_events
-            WHERE event_number_in_session = 2
-            GROUP BY event_number_in_session, event_type, e_value, next_type, next_value
-            ORDER BY sessions_count DESC),
-     n3 AS (SELECT event_number_in_session,
-                   event_type,
-                   e_value,
-                   next_type,
-                   next_value,
-                   COUNT(1) AS sessions_count
-            FROM ranked_events
-            WHERE event_number_in_session = 3
-            GROUP BY event_number_in_session, event_type, e_value, next_type, next_value
-            ORDER BY sessions_count DESC),
-
-     drop_n AS (-- STEP 1
-         SELECT event_number_in_session,
-                event_type,
-                e_value,
-                'DROP' AS next_type,
-                NULL   AS next_value,
-                sessions_count
-         FROM n1
-         WHERE isNull(n1.next_type)
-         UNION ALL
-         -- STEP 2
-         SELECT event_number_in_session,
-                event_type,
-                e_value,
-                'DROP' AS next_type,
-                NULL   AS next_value,
-                sessions_count
-         FROM n2
-         WHERE isNull(n2.next_type)),
-     top_n AS (SELECT event_number_in_session,
-                      event_type,
-                      e_value,
-                      SUM(sessions_count) AS sessions_count
-               FROM n1
-               GROUP BY event_number_in_session, event_type, e_value
-               LIMIT 1
-               UNION ALL
-               -- STEP 2
-               SELECT event_number_in_session,
-                      event_type,
-                      e_value,
-                      SUM(sessions_count) AS sessions_count
-               FROM n2
-               GROUP BY event_number_in_session, event_type, e_value
-               ORDER BY sessions_count DESC
-               LIMIT 3
-               UNION ALL
-               -- STEP 3
-               SELECT event_number_in_session,
-                      event_type,
-                      e_value,
-                      SUM(sessions_count) AS sessions_count
-               FROM n3
-               GROUP BY event_number_in_session, event_type, e_value
-               ORDER BY sessions_count DESC
-               LIMIT 3),
-     top_n_with_next AS (SELECT n1.*
-                         FROM n1
-                         UNION ALL
-                         SELECT n2.*
-                         FROM n2
-                                  INNER JOIN top_n ON (n2.event_number_in_session = top_n.event_number_in_session
-                             AND n2.event_type = top_n.event_type
-                             AND n2.e_value = top_n.e_value)),
-     others_n AS (
-         -- STEP 2
-         SELECT n2.*
-         FROM n2
-         WHERE (n2.event_number_in_session, n2.event_type, n2.e_value) NOT IN
-               (SELECT event_number_in_session, event_type, e_value
-                FROM top_n
-                WHERE top_n.event_number_in_session = 2)
-         UNION ALL
-         -- STEP 3
-         SELECT n3.*
-         FROM n3
-         WHERE (n3.event_number_in_session, n3.event_type, n3.e_value) NOT IN
-               (SELECT event_number_in_session, event_type, e_value
-                FROM top_n
-                WHERE top_n.event_number_in_session = 3))
-SELECT *
-FROM (
-         --          SELECT sum(top_n_with_next.sessions_count)
---          FROM top_n_with_next
---          WHERE event_number_in_session = 1
--- --            AND isNotNull(next_value)
---            AND (next_type, next_value) IN
---                (SELECT others_n.event_type, others_n.e_value FROM others_n WHERE others_n.event_number_in_session = 2)
---            --                   SELECT * FROM others_n
---            --     SELECT * FROM n2
---              SELECT *
---          FROM top_n
---          );
--- Top to Top: valid
-         SELECT top_n_with_next.*
-         FROM top_n_with_next
-                  INNER JOIN top_n
-                             ON (top_n_with_next.event_number_in_session + 1 = top_n.event_number_in_session
-                                 AND top_n_with_next.next_type = top_n.event_type
-                                 AND top_n_with_next.next_value = top_n.e_value)
-         UNION ALL
--- Top to Others: valid
-         SELECT top_n_with_next.event_number_in_session,
-                top_n_with_next.event_type,
-                top_n_with_next.e_value,
-                'OTHER'                             AS next_type,
-                NULL                                AS next_value,
-                SUM(top_n_with_next.sessions_count) AS sessions_count
-         FROM top_n_with_next
-         WHERE (top_n_with_next.event_number_in_session + 1, top_n_with_next.next_type, top_n_with_next.next_value) IN
-               (SELECT others_n.event_number_in_session, others_n.event_type, others_n.e_value FROM others_n)
-         GROUP BY top_n_with_next.event_number_in_session, top_n_with_next.event_type, top_n_with_next.e_value
-         UNION ALL
--- Top go to Drop: valid
-         SELECT drop_n.event_number_in_session,
-                drop_n.event_type,
-                drop_n.e_value,
-                drop_n.next_type,
-                drop_n.next_value,
-                drop_n.sessions_count
-         FROM drop_n
-                  INNER JOIN top_n ON (drop_n.event_number_in_session = top_n.event_number_in_session
-             AND drop_n.event_type = top_n.event_type
-             AND drop_n.e_value = top_n.e_value)
-         ORDER BY drop_n.event_number_in_session
-         UNION ALL
--- Others got to Drop: valid
-         SELECT others_n.event_number_in_session,
-                'OTHER'                      AS event_type,
-                NULL                         AS e_value,
-                'DROP'                       AS next_type,
-                NULL                         AS next_value,
-                SUM(others_n.sessions_count) AS sessions_count
-         FROM others_n
-         WHERE isNull(others_n.next_type)
-           AND others_n.event_number_in_session < 3
-         GROUP BY others_n.event_number_in_session, next_type, next_value
-         UNION ALL
--- Others got to Top:valid
-         SELECT others_n.event_number_in_session,
-                'OTHER'                      AS event_type,
-                NULL                         AS e_value,
-                others_n.next_type,
-                others_n.next_value,
-                SUM(others_n.sessions_count) AS sessions_count
-         FROM others_n
-         WHERE isNotNull(others_n.next_type)
-           AND (others_n.event_number_in_session + 1, others_n.next_type, others_n.next_value) IN
-               (SELECT top_n.event_number_in_session, top_n.event_type, top_n.e_value FROM top_n)
-         GROUP BY others_n.event_number_in_session, others_n.next_type, others_n.next_value
-         UNION ALL
--- Others got to Others
-         SELECT others_n.event_number_in_session,
-                'OTHER'             AS event_type,
-                NULL                AS e_value,
-                'OTHERS'            AS next_type,
-                NULL                AS next_value,
-                SUM(sessions_count) AS sessions_count
-         FROM others_n
-         WHERE isNotNull(others_n.next_type)
-           AND others_n.event_number_in_session < 3
-           AND (others_n.event_number_in_session + 1, others_n.next_type, others_n.next_value) NOT IN
-               (SELECT event_number_in_session, event_type, e_value FROM top_n)
-         GROUP BY others_n.event_number_in_session)
-ORDER BY event_number_in_session, sessions_count
-        DESC;
-
-

api/requirements-alerts.txt

@@ -1,17 +1,16 @@
-urllib3==2.3.0
+urllib3==2.4.0
 requests==2.32.3
-boto3==1.36.12
+boto3==1.38.32
 pyjwt==2.10.1
 psycopg2-binary==2.9.10
-psycopg[pool,binary]==3.2.4
-clickhouse-driver[lz4]==0.2.9
-clickhouse-connect==0.8.15
-elasticsearch==8.17.1
+psycopg[pool,binary]==3.2.9
+clickhouse-connect==0.8.17
+elasticsearch==9.0.1
 jira==3.8.0
-cachetools==5.5.1
+cachetools==5.5.2
 
-fastapi==0.115.8
-uvicorn[standard]==0.34.0
+fastapi==0.115.12
+uvicorn[standard]==0.34.2
 python-decouple==3.8
-pydantic[email]==2.10.6
+pydantic[email]==2.11.4
 apscheduler==3.11.0

api/requirements.txt

@@ -1,19 +1,18 @@
-urllib3==2.3.0
+urllib3==2.4.0
 requests==2.32.3
-boto3==1.36.12
+boto3==1.38.32
 pyjwt==2.10.1
 psycopg2-binary==2.9.10
-psycopg[pool,binary]==3.2.4
-clickhouse-driver[lz4]==0.2.9
-clickhouse-connect==0.8.15
-elasticsearch==8.17.1
+psycopg[pool,binary]==3.2.9
+clickhouse-connect==0.8.17
+elasticsearch==9.0.1
 jira==3.8.0
-cachetools==5.5.1
+cachetools==5.5.2
 
-fastapi==0.115.8
-uvicorn[standard]==0.34.0
+fastapi==0.115.12
+uvicorn[standard]==0.34.2
 python-decouple==3.8
-pydantic[email]==2.10.6
+pydantic[email]==2.11.4
 apscheduler==3.11.0
 
-redis==5.2.1
+redis==6.1.0

api/routers/core.py

@@ -4,8 +4,10 @@ from decouple import config
 from fastapi import Depends, Body, BackgroundTasks
 
 import schemas
-from chalicelib.core import events, projects, issues, metadata, reset_password, log_tools, \
+from chalicelib.core import projects, metadata, reset_password, log_tools, \
     announcements, weekly_report, assist, mobile, tenants, boarding, notifications, webhook, users, saved_search, tags
+from chalicelib.core.events import events
+from chalicelib.core.issues import issues
 from chalicelib.core.sourcemaps import sourcemaps
 from chalicelib.core.metrics import custom_metrics
 from chalicelib.core.alerts import alerts

api/routers/core_dynamic.py

@@ -8,13 +8,14 @@ from starlette.responses import RedirectResponse, FileResponse, JSONResponse, Re
 
 import schemas
 from chalicelib.core import assist, signup, feature_flags
+from chalicelib.core import notes
 from chalicelib.core import scope
 from chalicelib.core import tenants, users, projects, license
 from chalicelib.core import webhook
 from chalicelib.core.collaborations.collaboration_slack import Slack
 from chalicelib.core.errors import errors, errors_details
 from chalicelib.core.metrics import heatmaps
-from chalicelib.core.sessions import sessions, sessions_notes, sessions_replay, sessions_favorite, sessions_viewed, \
+from chalicelib.core.sessions import sessions, sessions_replay, sessions_favorite, sessions_viewed, \
     sessions_assignments, unprocessed_sessions, sessions_search
 from chalicelib.utils import captcha, smtp
 from chalicelib.utils import contextual_validators
@@ -259,8 +260,7 @@ def get_projects(context: schemas.CurrentContext = Depends(OR_context)):
 def search_sessions(projectId: int, data: schemas.SessionsSearchPayloadSchema = \
         Depends(contextual_validators.validate_contextual_payload),
                     context: schemas.CurrentContext = Depends(OR_context)):
-    data = sessions_search.search_sessions(data=data, project=context.project, user_id=context.user_id,
-                                           platform=context.project.platform)
+    data = sessions_search.search_sessions(data=data, project=context.project, user_id=context.user_id)
     return {'data': data}
 
 
@@ -268,8 +268,7 @@ def search_sessions(projectId: int, data: schemas.SessionsSearchPayloadSchema =
 def session_ids_search(projectId: int, data: schemas.SessionsSearchPayloadSchema = \
         Depends(contextual_validators.validate_contextual_payload),
                        context: schemas.CurrentContext = Depends(OR_context)):
-    data = sessions_search.search_sessions(data=data, project=context.project, user_id=context.user_id, ids_only=True,
-                                           platform=context.project.platform)
+    data = sessions_search.search_sessions(data=data, project=context.project, user_id=context.user_id, ids_only=True)
     return {'data': data}
 
 
@@ -475,8 +474,8 @@ def comment_assignment(projectId: int, sessionId: int, issueId: str,
 
 @app.get('/{projectId}/notes/{noteId}', tags=["sessions", "notes"])
 def get_note_by_id(projectId: int, noteId: int, context: schemas.CurrentContext = Depends(OR_context)):
-    data = sessions_notes.get_note(tenant_id=context.tenant_id, project_id=projectId, note_id=noteId,
-                                   user_id=context.user_id)
+    data = notes.get_note(tenant_id=context.tenant_id, project_id=projectId, note_id=noteId,
+                          user_id=context.user_id)
     if "errors" in data:
         return data
     return {
@@ -489,8 +488,8 @@ def create_note(projectId: int, sessionId: int, data: schemas.SessionNoteSchema
                 context: schemas.CurrentContext = Depends(OR_context)):
     if not sessions.session_exists(project_id=projectId, session_id=sessionId):
         return {"errors": ["Session not found"]}
-    data = sessions_notes.create(tenant_id=context.tenant_id, project_id=projectId,
-                                 session_id=sessionId, user_id=context.user_id, data=data)
+    data = notes.create(tenant_id=context.tenant_id, project_id=projectId,
+                        session_id=sessionId, user_id=context.user_id, data=data)
     if "errors" in data.keys():
         return data
     return {
@@ -500,8 +499,8 @@ def create_note(projectId: int, sessionId: int, data: schemas.SessionNoteSchema
 
 @app.get('/{projectId}/sessions/{sessionId}/notes', tags=["sessions", "notes"])
 def get_session_notes(projectId: int, sessionId: int, context: schemas.CurrentContext = Depends(OR_context)):
-    data = sessions_notes.get_session_notes(tenant_id=context.tenant_id, project_id=projectId,
-                                            session_id=sessionId, user_id=context.user_id)
+    data = notes.get_session_notes(tenant_id=context.tenant_id, project_id=projectId,
+                                   session_id=sessionId, user_id=context.user_id)
     if "errors" in data:
         return data
     return {
@@ -512,8 +511,8 @@ def get_session_notes(projectId: int, sessionId: int, context: schemas.CurrentCo
 @app.post('/{projectId}/notes/{noteId}', tags=["sessions", "notes"])
 def edit_note(projectId: int, noteId: int, data: schemas.SessionUpdateNoteSchema = Body(...),
               context: schemas.CurrentContext = Depends(OR_context)):
-    data = sessions_notes.edit(tenant_id=context.tenant_id, project_id=projectId, user_id=context.user_id,
-                               note_id=noteId, data=data)
+    data = notes.edit(tenant_id=context.tenant_id, project_id=projectId, user_id=context.user_id,
+                      note_id=noteId, data=data)
     if "errors" in data.keys():
         return data
     return {
@@ -523,29 +522,29 @@ def edit_note(projectId: int, noteId: int, data: schemas.SessionUpdateNoteSchema
 
 @app.delete('/{projectId}/notes/{noteId}', tags=["sessions", "notes"])
 def delete_note(projectId: int, noteId: int, _=Body(None), context: schemas.CurrentContext = Depends(OR_context)):
-    data = sessions_notes.delete(project_id=projectId, note_id=noteId)
+    data = notes.delete(project_id=projectId, note_id=noteId)
     return data
 
 
 @app.get('/{projectId}/notes/{noteId}/slack/{webhookId}', tags=["sessions", "notes"])
 def share_note_to_slack(projectId: int, noteId: int, webhookId: int,
                         context: schemas.CurrentContext = Depends(OR_context)):
-    return sessions_notes.share_to_slack(tenant_id=context.tenant_id, project_id=projectId, user_id=context.user_id,
-                                         note_id=noteId, webhook_id=webhookId)
+    return notes.share_to_slack(tenant_id=context.tenant_id, project_id=projectId, user_id=context.user_id,
+                                note_id=noteId, webhook_id=webhookId)
 
 
 @app.get('/{projectId}/notes/{noteId}/msteams/{webhookId}', tags=["sessions", "notes"])
 def share_note_to_msteams(projectId: int, noteId: int, webhookId: int,
                           context: schemas.CurrentContext = Depends(OR_context)):
-    return sessions_notes.share_to_msteams(tenant_id=context.tenant_id, project_id=projectId, user_id=context.user_id,
-                                           note_id=noteId, webhook_id=webhookId)
+    return notes.share_to_msteams(tenant_id=context.tenant_id, project_id=projectId, user_id=context.user_id,
+                                  note_id=noteId, webhook_id=webhookId)
 
 
 @app.post('/{projectId}/notes', tags=["sessions", "notes"])
 def get_all_notes(projectId: int, data: schemas.SearchNoteSchema = Body(...),
                   context: schemas.CurrentContext = Depends(OR_context)):
-    data = sessions_notes.get_all_notes_by_project_id(tenant_id=context.tenant_id, project_id=projectId,
-                                                      user_id=context.user_id, data=data)
+    data = notes.get_all_notes_by_project_id(tenant_id=context.tenant_id, project_id=projectId,
+                                             user_id=context.user_id, data=data)
     if "errors" in data:
         return data
     return {'data': data}

api/routers/subs/metrics.py

@@ -219,6 +219,17 @@ def get_card_chart(projectId: int, metric_id: int, data: schemas.CardSessionsSch
     return {"data": data}
 
 
+@app.post("/{projectId}/dashboards/{dashboardId}/cards/{metric_id}/chart", tags=["card"])
+# @app.post("/{projectId}/dashboards/{dashboardId}/cards/{metric_id}", tags=["card"])
+def get_card_chart_for_dashboard(projectId: int, dashboardId: int, metric_id: int,
+                                 data: schemas.SavedCardSchema = Body(...),
+                                 context: schemas.CurrentContext = Depends(OR_context)):
+    data = custom_metrics.make_chart_from_card(
+        project=context.project, user_id=context.user_id, metric_id=metric_id, data=data, for_dashboard=True
+    )
+    return {"data": data}
+
+
 @app.post("/{projectId}/cards/{metric_id}", tags=["dashboard"])
 def update_card(projectId: int, metric_id: int, data: schemas.CardSchema = Body(...),
                 context: schemas.CurrentContext = Depends(OR_context)):

api/routers/subs/product_analytics.py

@@ -0,0 +1,77 @@
+from typing import Annotated
+
+from fastapi import Body, Depends, Query
+
+import schemas
+from chalicelib.core import metadata
+from chalicelib.core.product_analytics import events, properties, autocomplete, filters
+from or_dependencies import OR_context
+from routers.base import get_routers
+from typing import Optional
+
+public_app, app, app_apikey = get_routers()
+
+
+@app.get('/{projectId}/filters', tags=["product_analytics"])
+def get_all_filters(projectId: int, context: schemas.CurrentContext = Depends(OR_context)):
+    return {
+        "data": {
+            "events": events.get_events(project_id=projectId),
+            "event": properties.get_all_properties(project_id=projectId),
+            "session": filters.get_sessions_filters(project_id=projectId),
+            "user": filters.get_users_filters(project_id=projectId),
+            "metadata": metadata.get_for_filters(project_id=projectId)
+        }
+    }
+
+
+@app.get('/{projectId}/events/names', tags=["product_analytics"])
+def get_all_events(projectId: int, filter_query: Annotated[schemas.PaginatedSchema, Query()],
+                   context: schemas.CurrentContext = Depends(OR_context)):
+    return {"data": events.get_events(project_id=projectId)}
+
+
+@app.get('/{projectId}/properties/search', tags=["product_analytics"])
+def get_event_properties(projectId: int, en: str = Query(default=None, description="event name"),
+                         ac: bool = Query(description="auto captured"),
+                         context: schemas.CurrentContext = Depends(OR_context)):
+    if not en or len(en) == 0:
+        return {"data": []}
+    return {"data": properties.get_event_properties(project_id=projectId, event_name=en, auto_captured=ac) \
+                    + filters.get_global_filters(project_id=projectId)}
+
+
+@app.post('/{projectId}/events/search', tags=["product_analytics"])
+def search_events(projectId: int, data: schemas.EventsSearchPayloadSchema = Body(...),
+                  context: schemas.CurrentContext = Depends(OR_context)):
+    return {"data": events.search_events(project_id=projectId, data=data)}
+
+
+@app.get('/{projectId}/lexicon/events', tags=["product_analytics", "lexicon"])
+def get_all_lexicon_events(projectId: int, filter_query: Annotated[schemas.PaginatedSchema, Query()],
+                           context: schemas.CurrentContext = Depends(OR_context)):
+    return {"data": events.get_lexicon(project_id=projectId, page=filter_query)}
+
+
+@app.get('/{projectId}/lexicon/properties', tags=["product_analytics", "lexicon"])
+def get_all_lexicon_properties(projectId: int, filter_query: Annotated[schemas.PaginatedSchema, Query()],
+                               context: schemas.CurrentContext = Depends(OR_context)):
+    return {"data": properties.get_lexicon(project_id=projectId, page=filter_query)}
+
+
+@app.get('/{projectId}/events/autocomplete', tags=["autocomplete"])
+def autocomplete_events(projectId: int, q: Optional[str] = None,
+                        context: schemas.CurrentContext = Depends(OR_context)):
+    return {"data": autocomplete.search_events(project_id=projectId, q=None if not q or len(q) == 0 else q)}
+
+
+@app.get('/{projectId}/properties/autocomplete', tags=["autocomplete"])
+def autocomplete_properties(projectId: int, propertyName: str, eventName: Optional[str] = None,
+                            q: Optional[str] = None, context: schemas.CurrentContext = Depends(OR_context)):
+    # Specify propertyName to get top values of that property
+    # Specify eventName&propertyName to get top values of that property for the selected event
+    return {"data": autocomplete.search_properties(project_id=projectId,
+                                                   event_name=None if not eventName \
+                                                                      or len(eventName) == 0 else eventName,
+                                                   property_name=propertyName,
+                                                   q=None if not q or len(q) == 0 else q)}

api/routers/subs/product_anaytics.py

@@ -1,15 +0,0 @@
-import schemas
-from chalicelib.core.metrics import product_anaytics2
-from fastapi import Depends
-from or_dependencies import OR_context
-from routers.base import get_routers
-
-
-public_app, app, app_apikey = get_routers()
-
-
-@app.post('/{projectId}/events/search', tags=["dashboard"])
-def search_events(projectId: int,
-                  # data: schemas.CreateDashboardSchema = Body(...),
-                  context: schemas.CurrentContext = Depends(OR_context)):
-    return product_anaytics2.search_events(project_id=projectId, data={})

api/routers/subs/usability_tests.py

@@ -1,10 +1,12 @@
-from fastapi import Body, Depends
+from typing import Annotated
 
+from fastapi import Body, Depends, Query
+
+import schemas
 from chalicelib.core.usability_testing import service
 from chalicelib.core.usability_testing.schema import UTTestCreate, UTTestUpdate, UTTestSearch
 from or_dependencies import OR_context
 from routers.base import get_routers
-from schemas import schemas
 
 public_app, app, app_apikey = get_routers()
 tags = ["usability-tests"]
@@ -77,9 +79,7 @@ async def update_ut_test(projectId: int, test_id: int, test_update: UTTestUpdate
 
 
 @app.get('/{projectId}/usability-tests/{test_id}/sessions', tags=tags)
-async def get_sessions(projectId: int, test_id: int, page: int = 1, limit: int = 10,
-                       live: bool = False,
-                       user_id: str = None):
+async def get_sessions(projectId: int, test_id: int, filter_query: Annotated[schemas.UsabilityTestQuery, Query()]):
     """
     Get sessions related to a specific UT test.
 
@@ -87,21 +87,23 @@ async def get_sessions(projectId: int, test_id: int, page: int = 1, limit: int =
     - **test_id**: The unique identifier of the UT test.
     """
 
-    if live:
-        return service.ut_tests_sessions_live(projectId, test_id, page, limit)
+    if filter_query.live:
+        return service.ut_tests_sessions_live(projectId, test_id, filter_query.page, filter_query.limit)
     else:
-        return service.ut_tests_sessions(projectId, test_id, page, limit, user_id, live)
+        return service.ut_tests_sessions(projectId, test_id, filter_query.page, filter_query.limit,
+                                         filter_query.user_id, filter_query.live)
 
 
 @app.get('/{projectId}/usability-tests/{test_id}/responses/{task_id}', tags=tags)
-async def get_responses(projectId: int, test_id: int, task_id: int, page: int = 1, limit: int = 10, query: str = None):
+async def get_responses(projectId: int, test_id: int, task_id: int,
+                        filter_query: Annotated[schemas.PaginatedSchema, Query()], query: str = None):
     """
     Get responses related to a specific UT test.
 
     - **project_id**: The unique identifier of the project.
     - **test_id**: The unique identifier of the UT test.
     """
-    return service.get_responses(test_id, task_id, page, limit, query)
+    return service.get_responses(test_id, task_id, filter_query.page, filter_query.limit, query)
 
 
 @app.get('/{projectId}/usability-tests/{test_id}/statistics', tags=tags)

api/schemas/__init__.py

@@ -1,2 +1,4 @@
 from .schemas import *
+from .product_analytics import *
 from . import overrides as _overrides
+from .schemas import _PaginatedSchema as PaginatedSchema

api/schemas/overrides.py

@@ -3,6 +3,7 @@ from enum import Enum as _Enum
 from pydantic import BaseModel as _BaseModel
 from pydantic import ConfigDict, TypeAdapter, Field
 from pydantic.types import AnyType
+from decouple import config, Choices
 
 
 def attribute_to_camel_case(snake_str: str) -> str:
@@ -21,7 +22,9 @@ def schema_extra(schema: dict, _):
 class BaseModel(_BaseModel):
     model_config = ConfigDict(alias_generator=attribute_to_camel_case,
                               use_enum_values=True,
-                              json_schema_extra=schema_extra)
+                              json_schema_extra=schema_extra,
+                              extra=config("EXTRA_PAYLOAD_ATTRIBUTES", default="ignore",
+                                           cast=Choices(["ignore", "forbid", "allow"])))
 
 
 class Enum(_Enum):

api/schemas/product_analytics.py

@@ -0,0 +1,22 @@
+from typing import Optional, List, Literal, Union, Annotated
+from pydantic import Field
+
+from .overrides import BaseModel
+from .schemas import EventPropertiesSchema, SortOrderType, _TimedSchema, \
+    _PaginatedSchema, PropertyFilterSchema
+
+
+class EventSearchSchema(BaseModel):
+    is_event: Literal[True] = True
+    name: str = Field(...)
+    properties: Optional[EventPropertiesSchema] = Field(default=None)
+
+
+ProductAnalyticsGroupedFilter = Annotated[Union[EventSearchSchema, PropertyFilterSchema], \
+    Field(discriminator='is_event')]
+
+
+class EventsSearchPayloadSchema(_TimedSchema, _PaginatedSchema):
+    filters: List[ProductAnalyticsGroupedFilter] = Field(...)
+    sort: str = Field(default="startTs")
+    order: SortOrderType = Field(default=SortOrderType.DESC)

api/schemas/schemas.py

@@ -3,12 +3,13 @@ from typing import Optional, List, Union, Literal
 
 from pydantic import Field, EmailStr, HttpUrl, SecretStr, AnyHttpUrl
 from pydantic import field_validator, model_validator, computed_field
+from pydantic import AfterValidator
 from pydantic.functional_validators import BeforeValidator
 
 from chalicelib.utils.TimeUTC import TimeUTC
 from .overrides import BaseModel, Enum, ORUnion
 from .transformers_validators import transform_email, remove_whitespace, remove_duplicate_values, single_to_list, \
-    force_is_event, NAME_PATTERN, int_to_string, check_alphanumeric
+    force_is_event, NAME_PATTERN, int_to_string, check_alphanumeric, check_regex
 
 
 class _GRecaptcha(BaseModel):
@@ -404,6 +405,9 @@ class EventType(str, Enum):
     REQUEST_MOBILE = "requestMobile"
     ERROR_MOBILE = "errorMobile"
     SWIPE_MOBILE = "swipeMobile"
+    EVENT = "event"
+    INCIDENT = "incident"
+    CLICK_COORDINATES = "clickCoordinates"
 
 
 class PerformanceEventType(str, Enum):
@@ -464,6 +468,7 @@ class SearchEventOperator(str, Enum):
     NOT_CONTAINS = "notContains"
     STARTS_WITH = "startsWith"
     ENDS_WITH = "endsWith"
+    PATTERN = "regex"
 
 
 class ClickEventExtraOperator(str, Enum):
@@ -503,8 +508,8 @@ class IssueType(str, Enum):
     CUSTOM = 'custom'
     JS_EXCEPTION = 'js_exception'
     MOUSE_THRASHING = 'mouse_thrashing'
-    # IOS
-    TAP_RAGE = 'tap_rage'
+    TAP_RAGE = 'tap_rage'  # IOS
+    INCIDENT = 'incident'
 
 
 class MetricFormatType(str, Enum):
@@ -535,7 +540,7 @@ class GraphqlFilterType(str, Enum):
 class RequestGraphqlFilterSchema(BaseModel):
     type: Union[FetchFilterType, GraphqlFilterType] = Field(...)
     value: List[Union[int, str]] = Field(...)
-    operator: Union[SearchEventOperator, MathOperator] = Field(...)
+    operator: Annotated[Union[SearchEventOperator, MathOperator], AfterValidator(check_regex)] = Field(...)
 
     @model_validator(mode="before")
     @classmethod
@@ -545,7 +550,85 @@ class RequestGraphqlFilterSchema(BaseModel):
         return values
 
 
-class SessionSearchEventSchema2(BaseModel):
+class EventPredefinedPropertyType(str, Enum):
+    TIME = "$time"
+    SOURCE = "$source"
+    DURATION_S = "$duration_s"
+    DESCRIPTION = "description"
+    AUTO_CAPTURED = "$auto_captured"
+    SDK_EDITION = "$sdk_edition"
+    SDK_VERSION = "$sdk_version"
+    DEVICE_ID = "$device_id"
+    OS = "$os"
+    OS_VERSION = "$os_version"
+    BROWSER = "$browser"
+    BROWSER_VERSION = "$browser_version"
+    DEVICE = "$device"
+    SCREEN_HEIGHT = "$screen_height"
+    SCREEN_WIDTH = "$screen_width"
+    CURRENT_URL = "$current_url"
+    INITIAL_REFERRER = "$initial_referrer"
+    REFERRING_DOMAIN = "$referring_domain"
+    REFERRER = "$referrer"
+    INITIAL_REFERRING_DOMAIN = "$initial_referring_domain"
+    SEARCH_ENGINE = "$search_engine"
+    SEARCH_ENGINE_KEYWORD = "$search_engine_keyword"
+    UTM_SOURCE = "utm_source"
+    UTM_MEDIUM = "utm_medium"
+    UTM_CAMPAIGN = "utm_campaign"
+    COUNTRY = "$country"
+    STATE = "$state"
+    CITY = "$city"
+    ISSUE_TYPE = "issue_type"
+    TAGS = "$tags"
+    IMPORT = "$import"
+
+
+class PropertyType(str, Enum):
+    INT = "int"
+    FLOAT = "float"
+    DATETIME = "datetime"
+    STRING = "string"
+    ARRAY = "array"
+    TUPLE = "tuple"
+    MAP = "map"
+    NESTED = "nested"
+
+
+class PropertyFilterSchema(BaseModel):
+    is_event: Literal[False] = False
+    name: Union[EventPredefinedPropertyType, str] = Field(...)
+    operator: Union[SearchEventOperator, MathOperator] = Field(...)
+    value: List[Union[int, str]] = Field(...)
+    data_type: PropertyType = Field(default=PropertyType.STRING.value)
+
+    # property_type: Optional[Literal["string", "number", "date"]] = Field(default=None)
+
+    @computed_field
+    @property
+    def is_predefined(self) -> bool:
+        return EventPredefinedPropertyType.has_value(self.name)
+
+    @model_validator(mode="after")
+    def transform_name(self):
+        if isinstance(self.name, Enum):
+            self.name = self.name.value
+        return self
+
+    @model_validator(mode='after')
+    def _check_regex_value(self):
+        if self.operator == SearchEventOperator.PATTERN:
+            for v in self.value:
+                check_regex(v)
+        return self
+
+
+class EventPropertiesSchema(BaseModel):
+    operator: Literal["and", "or"] = Field(...)
+    filters: List[PropertyFilterSchema] = Field(...)
+
+
+class SessionSearchEventSchema(BaseModel):
     is_event: Literal[True] = True
     value: List[Union[str, int]] = Field(...)
     type: Union[EventType, PerformanceEventType] = Field(...)
@@ -553,6 +636,7 @@ class SessionSearchEventSchema2(BaseModel):
     source: Optional[List[Union[ErrorSource, int, str]]] = Field(default=None)
     sourceOperator: Optional[MathOperator] = Field(default=None)
     filters: Optional[List[RequestGraphqlFilterSchema]] = Field(default_factory=list)
+    properties: Optional[EventPropertiesSchema] = Field(default=None)
 
     _remove_duplicate_values = field_validator('value', mode='before')(remove_duplicate_values)
     _single_to_list_values = field_validator('value', mode='before')(single_to_list)
@@ -577,23 +661,44 @@ class SessionSearchEventSchema2(BaseModel):
         elif self.type == EventType.GRAPHQL:
             assert isinstance(self.filters, List) and len(self.filters) > 0, \
                 f"filters should be defined for {EventType.GRAPHQL}"
+        elif self.type == EventType.CLICK_COORDINATES:
+            assert isinstance(self.value, List) \
+                   and (len(self.value) == 0 or len(self.value) == 2 or len(self.value) == 4), \
+                f"value should be [x,y] or [x1,x2,y1,y2] for {EventType.CLICK_COORDINATES}"
 
         if isinstance(self.operator, ClickEventExtraOperator):
             assert self.type == EventType.CLICK, \
                 f"operator:{self.operator} is only available for event-type: {EventType.CLICK}"
         return self
 
+    @model_validator(mode='after')
+    def _check_regex_value(self):
+        if self.operator == SearchEventOperator.PATTERN:
+            for v in self.value:
+                check_regex(v)
+        return self
+
 
 class SessionSearchFilterSchema(BaseModel):
     is_event: Literal[False] = False
     value: List[Union[IssueType, PlatformType, int, str]] = Field(default_factory=list)
-    type: FilterType = Field(...)
+    type: Union[FilterType, str] = Field(...)
     operator: Union[SearchEventOperator, MathOperator] = Field(...)
     source: Optional[Union[ErrorSource, str]] = Field(default=None)
+    # used for global-properties
+    data_type: Optional[PropertyType] = Field(default=PropertyType.STRING.value)
+    # used to tell if the current filter is predefined or user-property having the same name
+    # used in case the user sends a property with the same name aas a predefined property
+    auto_captured: Optional[bool] = Field(default=True)
 
     _remove_duplicate_values = field_validator('value', mode='before')(remove_duplicate_values)
     _single_to_list_values = field_validator('value', mode='before')(single_to_list)
 
+    @computed_field
+    @property
+    def is_predefined(self) -> bool:
+        return FilterType.has_value(self.type)
+
     @model_validator(mode="before")
     @classmethod
     def _transform_data(cls, values):
@@ -640,6 +745,13 @@ class SessionSearchFilterSchema(BaseModel):
 
         return self
 
+    @model_validator(mode='after')
+    def _check_regex_value(self):
+        if self.operator == SearchEventOperator.PATTERN:
+            for v in self.value:
+                check_regex(v)
+        return self
+
 
 class _PaginatedSchema(BaseModel):
     limit: int = Field(default=200, gt=0, le=200)
@@ -660,12 +772,12 @@ def add_missing_is_event(values: dict):
 
 
 # this type is created to allow mixing events&filters and specifying a discriminator
-GroupedFilterType = Annotated[Union[SessionSearchFilterSchema, SessionSearchEventSchema2],
+GroupedFilterType = Annotated[Union[SessionSearchFilterSchema, SessionSearchEventSchema],
 Field(discriminator='is_event'), BeforeValidator(add_missing_is_event)]
 
 
 class SessionsSearchPayloadSchema(_TimedSchema, _PaginatedSchema):
-    events: List[SessionSearchEventSchema2] = Field(default_factory=list, doc_hidden=True)
+    events: List[SessionSearchEventSchema] = Field(default_factory=list, doc_hidden=True)
     filters: List[GroupedFilterType] = Field(default_factory=list)
     sort: str = Field(default="startTs")
     order: SortOrderType = Field(default=SortOrderType.DESC)
@@ -690,6 +802,8 @@ class SessionsSearchPayloadSchema(_TimedSchema, _PaginatedSchema):
     def add_missing_attributes(cls, values):
         # in case isEvent is wrong:
         for f in values.get("filters") or []:
+            if f.get("type") is None:
+                continue
             if EventType.has_value(f["type"]) and not f.get("isEvent"):
                 f["isEvent"] = True
             elif FilterType.has_value(f["type"]) and f.get("isEvent"):
@@ -715,6 +829,15 @@ class SessionsSearchPayloadSchema(_TimedSchema, _PaginatedSchema):
             f["value"] = vals
         return values
 
+    @model_validator(mode="after")
+    def check_pa_event_filter(self):
+        for v in self.filters + self.events:
+            if v.type == EventType.EVENT:
+                assert v.operator in (SearchEventOperator.IS, MathOperator.EQUAL), \
+                    "operator must be {SearchEventOperator.IS} or {MathOperator.EQUAL} for EVENT type"
+                assert len(v.value) == 1, "value must have 1 single value for EVENT type"
+        return self
+
     @model_validator(mode="after")
     def split_filters_events(self):
         n_filters = []
@@ -795,6 +918,13 @@ class PathAnalysisSubFilterSchema(BaseModel):
         values["isEvent"] = True
         return values
 
+    @model_validator(mode='after')
+    def _check_regex_value(self):
+        if self.operator == SearchEventOperator.PATTERN:
+            for v in self.value:
+                check_regex(v)
+        return self
+
 
 class _ProductAnalyticsFilter(BaseModel):
     is_event: Literal[False] = False
@@ -805,6 +935,13 @@ class _ProductAnalyticsFilter(BaseModel):
 
     _remove_duplicate_values = field_validator('value', mode='before')(remove_duplicate_values)
 
+    @model_validator(mode='after')
+    def _check_regex_value(self):
+        if self.operator == SearchEventOperator.PATTERN:
+            for v in self.value:
+                check_regex(v)
+        return self
+
 
 class _ProductAnalyticsEventFilter(BaseModel):
     is_event: Literal[True] = True
@@ -815,6 +952,13 @@ class _ProductAnalyticsEventFilter(BaseModel):
 
     _remove_duplicate_values = field_validator('value', mode='before')(remove_duplicate_values)
 
+    @model_validator(mode='after')
+    def _check_regex_value(self):
+        if self.operator == SearchEventOperator.PATTERN:
+            for v in self.value:
+                check_regex(v)
+        return self
+
 
 # this type is created to allow mixing events&filters and specifying a discriminator for PathAnalysis series filter
 ProductAnalyticsFilter = Annotated[Union[_ProductAnalyticsFilter, _ProductAnalyticsEventFilter],
@@ -909,11 +1053,16 @@ class MetricOfPathAnalysis(str, Enum):
     session_count = MetricOfTimeseries.SESSION_COUNT.value
 
 
-# class CardSessionsSchema(SessionsSearchPayloadSchema):
 class CardSessionsSchema(_TimedSchema, _PaginatedSchema):
     startTimestamp: int = Field(default=TimeUTC.now(-7))
     endTimestamp: int = Field(default=TimeUTC.now())
     density: int = Field(default=7, ge=1, le=200)
+    # we need metric_type&metric_of in the payload of sessions search
+    # because the API will retrun all sessions if the card is not identified
+    # example: table of requests contains only sessions that have a request,
+    # but drill-down doesn't take that into consideration
+    metric_type: MetricType = Field(...)
+    metric_of: Any
     series: List[CardSeriesSchema] = Field(default_factory=list)
 
     # events: List[SessionSearchEventSchema2] = Field(default_factory=list, doc_hidden=True)
@@ -960,36 +1109,6 @@ class CardSessionsSchema(_TimedSchema, _PaginatedSchema):
 
         return self
 
-    # We don't need this as the UI is expecting filters to override the full series' filters
-    # @model_validator(mode="after")
-    # def __merge_out_filters_with_series(self):
-    #     for f in self.filters:
-    #         for s in self.series:
-    #             found = False
-    #
-    #             if f.is_event:
-    #                 sub = s.filter.events
-    #             else:
-    #                 sub = s.filter.filters
-    #
-    #             for e in sub:
-    #                 if f.type == e.type and f.operator == e.operator:
-    #                     found = True
-    #                     if f.is_event:
-    #                         # If extra event: append value
-    #                         for v in f.value:
-    #                             if v not in e.value:
-    #                                 e.value.append(v)
-    #                     else:
-    #                         # If extra filter: override value
-    #                         e.value = f.value
-    #             if not found:
-    #                 sub.append(f)
-    #
-    #     self.filters = []
-    #
-    #     return self
-
     # UI is expecting filters to override the full series' filters
     @model_validator(mode="after")
     def __override_series_filters_with_outer_filters(self):
@@ -1008,6 +1127,11 @@ class CardSessionsSchema(_TimedSchema, _PaginatedSchema):
         return self
 
 
+class SavedCardSchema(CardSessionsSchema):
+    metric_type: Optional[MetricType] = Field(default=None)
+    metric_of: Optional[Any] = Field(default=None)
+
+
 class CardConfigSchema(BaseModel):
     col: Optional[int] = Field(default=None)
     row: Optional[int] = Field(default=2)
@@ -1021,8 +1145,6 @@ class __CardSchema(CardSessionsSchema):
     thumbnail: Optional[str] = Field(default=None)
     metric_format: Optional[MetricFormatType] = Field(default=None)
     view_type: Any
-    metric_type: MetricType = Field(...)
-    metric_of: Any
     metric_value: List[IssueType] = Field(default_factory=list)
     # This is used to save the selected session for heatmaps
     session_id: Optional[int] = Field(default=None)
@@ -1060,6 +1182,16 @@ class CardTable(__CardSchema):
             values["metricValue"] = []
         return values
 
+    @model_validator(mode="after")
+    def __enforce_AND_operator(self):
+        self.metric_of = MetricOfTable(self.metric_of)
+        if self.metric_of in (MetricOfTable.VISITED_URL, MetricOfTable.FETCH, \
+                              MetricOfTable.VISITED_URL.value, MetricOfTable.FETCH.value):
+            for s in self.series:
+                if s.filter is not None:
+                    s.filter.events_order = SearchEventOrder.AND
+        return self
+
     @model_validator(mode="after")
     def __transform(self):
         self.metric_of = MetricOfTable(self.metric_of)
@@ -1135,7 +1267,7 @@ class CardPathAnalysis(__CardSchema):
     view_type: MetricOtherViewType = Field(...)
     metric_value: List[ProductAnalyticsSelectedEventType] = Field(default_factory=list)
     density: int = Field(default=4, ge=2, le=10)
-    rows: int = Field(default=3, ge=1, le=10)
+    rows: int = Field(default=5, ge=1, le=10)
 
     start_type: Literal["start", "end"] = Field(default="start")
     start_point: List[PathAnalysisSubFilterSchema] = Field(default_factory=list)
@@ -1279,6 +1411,13 @@ class LiveSessionSearchFilterSchema(BaseModel):
             assert len(self.source) > 0, "source should not be empty for METADATA type"
         return self
 
+    @model_validator(mode='after')
+    def _check_regex_value(self):
+        if self.operator == SearchEventOperator.PATTERN:
+            for v in self.value:
+                check_regex(v)
+        return self
+
 
 class LiveSessionsSearchPayloadSchema(_PaginatedSchema):
     filters: List[LiveSessionSearchFilterSchema] = Field([])
@@ -1404,8 +1543,8 @@ class MetricSearchSchema(_PaginatedSchema):
     mine_only: bool = Field(default=False)
 
 
-class _HeatMapSearchEventRaw(SessionSearchEventSchema2):
-    type: Literal[EventType.LOCATION] = Field(...)
+class _HeatMapSearchEventRaw(SessionSearchEventSchema):
+    type: Literal[EventType.LOCATION, EventType.CLICK_COORDINATES] = Field(...)
 
 
 class HeatMapSessionsSearch(SessionsSearchPayloadSchema):
@@ -1529,3 +1668,34 @@ class TagCreate(TagUpdate):
 
 class ScopeSchema(BaseModel):
     scope: int = Field(default=1, ge=1, le=2)
+
+
+class SessionModel(BaseModel):
+    duration: int
+    errorsCount: int
+    eventsCount: int
+    issueScore: int
+    issueTypes: List[IssueType] = Field(default=[])
+    metadata: dict = Field(default={})
+    pagesCount: int
+    platform: str
+    projectId: int
+    sessionId: str
+    startTs: int
+    timezone: Optional[str]
+    userAnonymousId: Optional[str]
+    userBrowser: str
+    userCity: str
+    userCountry: str
+    userDevice: Optional[str]
+    userDeviceType: str
+    userId: Optional[str]
+    userOs: str
+    userState: str
+    userUuid: str
+    viewed: bool = Field(default=False)
+
+
+class UsabilityTestQuery(_PaginatedSchema):
+    live: bool = Field(default=False)
+    user_id: Optional[str] = Field(default=None)

api/schemas/transformers_validators.py

@@ -1,10 +1,11 @@
+import re
 from typing import Union, Any, Type
 
 from pydantic import ValidationInfo
 
 from .overrides import Enum
 
-NAME_PATTERN = r"^[a-z,A-Z,0-9,\-,é,è,à,ç, ,|,&,\/,\\,_,.,#]*$"
+NAME_PATTERN = r"^[a-z,A-Z,0-9,\-,é,è,à,ç, ,|,&,\/,\\,_,.,#,']*$"
 
 
 def transform_email(email: str) -> str:
@@ -57,3 +58,17 @@ def check_alphanumeric(v: str, info: ValidationInfo) -> str:
         is_alphanumeric = v.replace(' ', '').isalnum()
         assert is_alphanumeric, f'{info.field_name} must be alphanumeric'
     return v
+
+
+def check_regex(v: str) -> str:
+    assert v is not None, "Regex is null"
+    assert isinstance(v, str), "Regex value must be a string"
+    assert len(v) > 0, "Regex is empty"
+    is_valid = None
+    try:
+        re.compile(v)
+    except re.error as exc:
+        is_valid = f"Invalid regex: {exc} (at position {exc.pos})"
+
+    assert is_valid is None, is_valid
+    return v

assist-server/build.sh

@@ -0,0 +1,61 @@
+#!/bin/bash
+
+# Usage: IMAGE_TAG=latest DOCKER_REPO=myDockerHubID bash build.sh <ee>
+
+ARCH=${ARCH:-amd64}
+git_sha=$(git rev-parse --short HEAD)
+image_tag=${IMAGE_TAG:-git_sha}
+check_prereq() {
+    which docker || {
+        echo "Docker not installed, please install docker."
+        exit 1
+    }
+}
+source ../scripts/lib/_docker.sh
+
+[[ $PATCH -eq 1 ]] && {
+    image_tag="$(grep -ER ^.ppVersion ../scripts/helmcharts/openreplay/charts/$chart | xargs | awk '{print $2}' | awk -F. -v OFS=. '{$NF += 1 ; print}')"
+    image_tag="${image_tag}-ee"
+}
+update_helm_release() {
+    chart=$1
+    HELM_TAG="$(grep -iER ^version ../scripts/helmcharts/openreplay/charts/$chart | awk '{print $2}' | awk -F. -v OFS=. '{$NF += 1 ; print}')"
+    # Update the chart version
+    sed -i "s#^version.*#version: $HELM_TAG# g" ../scripts/helmcharts/openreplay/charts/$chart/Chart.yaml
+    # Update image tags
+    sed -i "s#ppVersion.*#ppVersion: \"$image_tag\"#g" ../scripts/helmcharts/openreplay/charts/$chart/Chart.yaml
+    # Commit the changes
+    git add ../scripts/helmcharts/openreplay/charts/$chart/Chart.yaml
+    git commit -m "chore(helm): Updating $chart image release"
+}
+
+function build_api() {
+    destination="_assist-server_ee"
+    [[ -d ../${destination} ]] && {
+        echo "Removing previous build cache"
+        rm -rf ../${destination}
+    }
+    cp -R ../assist-server ../${destination}
+    cd ../${destination} || exit 1
+    cp -rf ../ee/assist-server/* ./
+
+    docker build -f ./Dockerfile --build-arg GIT_SHA=$git_sha -t ${DOCKER_REPO:-'local'}/assist-server:${image_tag} .
+
+    cd ../assist-server || exit 1
+    rm -rf ../${destination}
+    [[ $PUSH_IMAGE -eq 1 ]] && {
+        docker push ${DOCKER_REPO:-'local'}/assist-server:${image_tag}
+        docker tag ${DOCKER_REPO:-'local'}/assist-server:${image_tag} ${DOCKER_REPO:-'local'}/assist-server:latest
+        docker push ${DOCKER_REPO:-'local'}/assist-server:latest
+    }
+    [[ $SIGN_IMAGE -eq 1 ]] && {
+        cosign sign --key $SIGN_KEY ${DOCKER_REPO:-'local'}/assist-server:${image_tag}
+    }
+    echo "build completed for assist-server"
+}
+
+check_prereq
+build_api $1
+if [[ $PATCH -eq 1 ]]; then
+    update_helm_release assist-server
+fi

assist/utils/assistHelper.js

@@ -19,14 +19,16 @@ const EVENTS_DEFINITION = {
     }
 };
 EVENTS_DEFINITION.emit = {
-    NEW_AGENT: "NEW_AGENT",
-    NO_AGENTS: "NO_AGENT",
-    AGENT_DISCONNECT: "AGENT_DISCONNECTED",
-    AGENTS_CONNECTED: "AGENTS_CONNECTED",
-    NO_SESSIONS: "SESSION_DISCONNECTED",
-    SESSION_ALREADY_CONNECTED: "SESSION_ALREADY_CONNECTED",
-    SESSION_RECONNECTED: "SESSION_RECONNECTED",
-    UPDATE_EVENT: EVENTS_DEFINITION.listen.UPDATE_EVENT
+  NEW_AGENT: "NEW_AGENT",
+  NO_AGENTS: "NO_AGENT",
+  AGENT_DISCONNECT: "AGENT_DISCONNECTED",
+  AGENTS_CONNECTED: "AGENTS_CONNECTED",
+  AGENTS_INFO_CONNECTED: "AGENTS_INFO_CONNECTED",
+  NO_SESSIONS: "SESSION_DISCONNECTED",
+  SESSION_ALREADY_CONNECTED: "SESSION_ALREADY_CONNECTED",
+  SESSION_RECONNECTED: "SESSION_RECONNECTED",
+  UPDATE_EVENT: EVENTS_DEFINITION.listen.UPDATE_EVENT,
+  WEBRTC_CONFIG: "WEBRTC_CONFIG",
 };
 
 const BASE_sessionInfo = {

assist/utils/httpHandlers.js

@@ -27,9 +27,14 @@ const respond = function (req, res, data) {
         res.setHeader('Content-Type', 'application/json');
         res.end(JSON.stringify(result));
     } else {
-        res.cork(() => {
-            res.writeStatus('200 OK').writeHeader('Content-Type', 'application/json').end(JSON.stringify(result));
-        });
+        if (!res.aborted) {
+            res.cork(() => {
+                res.writeStatus('200 OK').writeHeader('Content-Type', 'application/json').end(JSON.stringify(result));
+            });
+        } else {
+            logger.debug("response aborted");
+            return;
+        }
     }
     const duration = performance.now() - req.startTs;
     IncreaseTotalRequests();

assist/utils/socketHandlers.js

@@ -42,7 +42,7 @@ const findSessionSocketId = async (io, roomId, tabId) => {
 };
 
 async function getRoomData(io, roomID) {
-    let tabsCount = 0, agentsCount = 0, tabIDs = [], agentIDs = [];
+    let tabsCount = 0, agentsCount = 0, tabIDs = [], agentIDs = [], config = null, agentInfos = [];
     const connected_sockets = await io.in(roomID).fetchSockets();
     if (connected_sockets.length > 0) {
         for (let socket of connected_sockets) {
@@ -52,13 +52,19 @@ async function getRoomData(io, roomID) {
             } else {
                 agentsCount++;
                 agentIDs.push(socket.id);
+                agentInfos.push({ ...socket.handshake.query.agentInfo, socketId: socket.id });
+                if (socket.handshake.query.config !== undefined) {
+                    config = socket.handshake.query.config;
+                }
             }
         }
     } else {
         tabsCount = -1;
         agentsCount = -1;
+        agentInfos = [];
+        agentIDs = [];
     }
-    return {tabsCount, agentsCount, tabIDs, agentIDs};
+    return {tabsCount, agentsCount, tabIDs, agentIDs, config, agentInfos};
 }
 
 function processNewSocket(socket) {
@@ -78,7 +84,7 @@ async function onConnect(socket) {
     IncreaseOnlineConnections(socket.handshake.query.identity);
 
     const io = getServer();
-    const {tabsCount, agentsCount, tabIDs, agentIDs} = await getRoomData(io, socket.handshake.query.roomId);
+    const {tabsCount, agentsCount, tabIDs, agentInfos, agentIDs, config} = await getRoomData(io, socket.handshake.query.roomId);
 
     if (socket.handshake.query.identity === IDENTITIES.session) {
         // Check if session with the same tabID already connected, if so, refuse new connexion
@@ -100,7 +106,9 @@ async function onConnect(socket) {
         // Inform all connected agents about reconnected session
         if (agentsCount > 0) {
             logger.debug(`notifying new session about agent-existence`);
+            io.to(socket.id).emit(EVENTS_DEFINITION.emit.WEBRTC_CONFIG, config);
             io.to(socket.id).emit(EVENTS_DEFINITION.emit.AGENTS_CONNECTED, agentIDs);
+            io.to(socket.id).emit(EVENTS_DEFINITION.emit.AGENTS_INFO_CONNECTED, agentInfos);
             socket.to(socket.handshake.query.roomId).emit(EVENTS_DEFINITION.emit.SESSION_RECONNECTED, socket.id);
         }
     } else if (tabsCount <= 0) {
@@ -118,7 +126,8 @@ async function onConnect(socket) {
             // Stats
             startAssist(socket, socket.handshake.query.agentID);
         }
-        socket.to(socket.handshake.query.roomId).emit(EVENTS_DEFINITION.emit.NEW_AGENT, socket.id, socket.handshake.query.agentInfo);
+        io.to(socket.handshake.query.roomId).emit(EVENTS_DEFINITION.emit.WEBRTC_CONFIG, socket.handshake.query.config);
+        socket.to(socket.handshake.query.roomId).emit(EVENTS_DEFINITION.emit.NEW_AGENT, socket.id, { ...socket.handshake.query.agentInfo });
     }
 
     // Set disconnect handler

backend/Makefile

@@ -0,0 +1,30 @@
+ee ?= "false" # true to build ee
+app ?= "" # app name, default all
+arch ?= "amd64" # default amd64
+docker_runtime ?= "docker"  # default docker runtime
+
+.PHONY: help
+help: ## Prints help for targets with comments
+	@awk 'BEGIN {FS = ":.*##"; printf "\nUsage:\n  make \033[36m<target>\033[0m\n"} /^[a-zA-Z_0-9-]+:.*?##/ { printf "  \033[36m%-25s\033[0m %s\n", $$1, $$2 } /^##@/ { printf "\n\033[1m%s\033[0m\n", substr($$0, 5) } ' $(MAKEFILE_LIST)
+
+##@ Docker
+
+.PHONY: build
+build: ## Build the backend. ee=true for ee build. app=app name for only one app. Default build all apps.
+	ARCH=$(arch) DOCKER_RUNTIME=$(docker_runtime) bash build.sh $(ee) $(app)
+
+##@ Local Dev
+
+.PHONY: scan
+scan: ## Scan the backend
+	@trivy fs -q .
+
+.PHONY: update
+update: ## Update the backend dependecies
+	@echo Updating dependencies
+	@go get -u -v ./...
+	@go mod tidy
+
+run: ## Run the backend. app=app name for app to run
+	@if [ $(app) == "" ]; then echo "Error: app parameter is required. Usage: make run app=<app_name>"; exit 1; fi
+	@go run "cmd/$(app)/main.go"

backend/cmd/analytics/main.go

@@ -2,44 +2,71 @@ package main
 
 import (
 	"context"
+	"os"
+	"os/signal"
+	"syscall"
 
-	analyticsConfig "openreplay/backend/internal/config/analytics"
-	"openreplay/backend/pkg/analytics"
-	"openreplay/backend/pkg/db/postgres/pool"
 	"openreplay/backend/pkg/logger"
-	"openreplay/backend/pkg/metrics"
-	"openreplay/backend/pkg/metrics/database"
-	"openreplay/backend/pkg/metrics/web"
-	"openreplay/backend/pkg/server"
-	"openreplay/backend/pkg/server/api"
 )
 
 func main() {
 	ctx := context.Background()
 	log := logger.New()
-	cfg := analyticsConfig.New(log)
-	// Observability
-	webMetrics := web.New("analytics")
-	dbMetrics := database.New("analytics")
-	metrics.New(log, append(webMetrics.List(), dbMetrics.List()...))
+	log.Info(ctx, "Cacher service started")
 
-	pgConn, err := pool.New(dbMetrics, cfg.Postgres.String())
-	if err != nil {
-		log.Fatal(ctx, "can't init postgres connection: %s", err)
+	sigchan := make(chan os.Signal, 1)
+	signal.Notify(sigchan, syscall.SIGINT, syscall.SIGTERM)
+
+	for {
+		select {
+		case sig := <-sigchan:
+			log.Error(ctx, "Caught signal %v: terminating", sig)
+			os.Exit(0)
+		}
 	}
-	defer pgConn.Close()
-
-	builder, err := analytics.NewServiceBuilder(log, cfg, webMetrics, dbMetrics, pgConn)
-	if err != nil {
-		log.Fatal(ctx, "can't init services: %s", err)
-	}
-
-	router, err := api.NewRouter(&cfg.HTTP, log)
-	if err != nil {
-		log.Fatal(ctx, "failed while creating router: %s", err)
-	}
-	router.AddHandlers(api.NoPrefix, builder.CardsAPI, builder.DashboardsAPI, builder.ChartsAPI)
-	router.AddMiddlewares(builder.Auth.Middleware, builder.RateLimiter.Middleware, builder.AuditTrail.Middleware)
-
-	server.Run(ctx, log, &cfg.HTTP, router)
 }
+
+//
+//import (
+//	"context"
+//
+//	analyticsConfig "openreplay/backend/internal/config/analytics"
+//	"openreplay/backend/pkg/analytics"
+//	"openreplay/backend/pkg/db/postgres/pool"
+//	"openreplay/backend/pkg/logger"
+//	"openreplay/backend/pkg/metrics"
+//	"openreplay/backend/pkg/metrics/database"
+//	"openreplay/backend/pkg/metrics/web"
+//	"openreplay/backend/pkg/server"
+//	"openreplay/backend/pkg/server/api"
+//)
+//
+//func main() {
+//	ctx := context.Background()
+//	log := logger.New()
+//	cfg := analyticsConfig.New(log)
+//	// Observability
+//	webMetrics := web.New("analytics")
+//	dbMetrics := database.New("analytics")
+//	metrics.New(log, append(webMetrics.List(), dbMetrics.List()...))
+//
+//	pgConn, err := pool.New(dbMetrics, cfg.Postgres.String())
+//	if err != nil {
+//		log.Fatal(ctx, "can't init postgres connection: %s", err)
+//	}
+//	defer pgConn.Close()
+//
+//	builder, err := analytics.NewServiceBuilder(log, cfg, webMetrics, dbMetrics, pgConn)
+//	if err != nil {
+//		log.Fatal(ctx, "can't init services: %s", err)
+//	}
+//
+//	router, err := api.NewRouter(&cfg.HTTP, log)
+//	if err != nil {
+//		log.Fatal(ctx, "failed while creating router: %s", err)
+//	}
+//	router.AddHandlers(api.NoPrefix, builder.CardsAPI, builder.DashboardsAPI, builder.ChartsAPI)
+//	router.AddMiddlewares(builder.Auth.Middleware, builder.RateLimiter.Middleware, builder.AuditTrail.Middleware)
+//
+//	server.Run(ctx, log, &cfg.HTTP, router)
+//}

backend/cmd/db/main.go

@@ -66,11 +66,11 @@ func main() {
 		messages.MsgMetadata, messages.MsgIssueEvent, messages.MsgSessionStart, messages.MsgSessionEnd,
 		messages.MsgUserID, messages.MsgUserAnonymousID, messages.MsgIntegrationEvent, messages.MsgPerformanceTrackAggr,
 		messages.MsgJSException, messages.MsgResourceTiming, messages.MsgCustomEvent, messages.MsgCustomIssue,
-		messages.MsgNetworkRequest, messages.MsgGraphQL, messages.MsgStateAction, messages.MsgMouseClick,
+		messages.MsgFetch, messages.MsgNetworkRequest, messages.MsgGraphQL, messages.MsgStateAction, messages.MsgMouseClick,
 		messages.MsgMouseClickDeprecated, messages.MsgSetPageLocation, messages.MsgSetPageLocationDeprecated,
 		messages.MsgPageLoadTiming, messages.MsgPageRenderTiming,
 		messages.MsgPageEvent, messages.MsgPageEventDeprecated, messages.MsgMouseThrashing, messages.MsgInputChange,
-		messages.MsgUnbindNodes, messages.MsgCanvasNode, messages.MsgTagTrigger,
+		messages.MsgUnbindNodes, messages.MsgCanvasNode, messages.MsgTagTrigger, messages.MsgIncident,
 		// Mobile messages
 		messages.MsgMobileSessionStart, messages.MsgMobileSessionEnd, messages.MsgMobileUserID, messages.MsgMobileUserAnonymousID,
 		messages.MsgMobileMetadata, messages.MsgMobileEvent, messages.MsgMobileNetworkCall,

backend/cmd/sink/main.go

@@ -100,6 +100,7 @@ func main() {
 		// Process assets
 		if msg.TypeID() == messages.MsgSetNodeAttributeURLBased ||
 			msg.TypeID() == messages.MsgSetCSSDataURLBased ||
+			msg.TypeID() == messages.MsgCSSInsertRuleURLBased ||
 			msg.TypeID() == messages.MsgAdoptedSSReplaceURLBased ||
 			msg.TypeID() == messages.MsgAdoptedSSInsertRuleURLBased {
 			m := msg.Decode()

backend/go.mod

@@ -1,52 +1,54 @@
 module openreplay/backend
 
-go 1.23
+go 1.23.0
+
+toolchain go1.23.1
 
 require (
-	github.com/Azure/azure-sdk-for-go/sdk/azcore v1.17.0
+	github.com/Azure/azure-sdk-for-go/sdk/azcore v1.18.0
 	github.com/Azure/azure-sdk-for-go/sdk/storage/azblob v1.6.0
-	github.com/ClickHouse/clickhouse-go/v2 v2.32.1
-	github.com/DataDog/datadog-api-client-go/v2 v2.34.0
+	github.com/ClickHouse/clickhouse-go/v2 v2.34.0
+	github.com/DataDog/datadog-api-client-go/v2 v2.37.1
 	github.com/Masterminds/semver v1.5.0
 	github.com/andybalholm/brotli v1.1.1
 	github.com/aws/aws-sdk-go v1.55.6
 	github.com/btcsuite/btcutil v1.0.2
-	github.com/confluentinc/confluent-kafka-go/v2 v2.8.0
+	github.com/confluentinc/confluent-kafka-go/v2 v2.10.0
 	github.com/docker/distribution v2.8.3+incompatible
 	github.com/elastic/go-elasticsearch/v7 v7.17.10
-	github.com/elastic/go-elasticsearch/v8 v8.17.0
-	github.com/getsentry/sentry-go v0.31.1
-	github.com/go-playground/validator/v10 v10.24.0
+	github.com/elastic/go-elasticsearch/v8 v8.18.0
+	github.com/getsentry/sentry-go v0.32.0
+	github.com/go-playground/validator/v10 v10.26.0
 	github.com/go-redis/redis v6.15.9+incompatible
-	github.com/golang-jwt/jwt/v5 v5.2.1
+	github.com/golang-jwt/jwt/v5 v5.2.2
 	github.com/google/uuid v1.6.0
 	github.com/gorilla/mux v1.8.1
 	github.com/jackc/pgconn v1.14.3
 	github.com/jackc/pgerrcode v0.0.0-20240316143900-6e2875d9b438
 	github.com/jackc/pgtype v1.14.4
 	github.com/jackc/pgx/v4 v4.18.3
-	github.com/klauspost/compress v1.17.11
+	github.com/klauspost/compress v1.18.0
 	github.com/klauspost/pgzip v1.2.6
 	github.com/lib/pq v1.10.9
 	github.com/oschwald/maxminddb-golang v1.13.1
 	github.com/pkg/errors v0.9.1
-	github.com/prometheus/client_golang v1.20.5
+	github.com/prometheus/client_golang v1.22.0
 	github.com/rs/xid v1.6.0
-	github.com/sethvargo/go-envconfig v1.1.0
+	github.com/sethvargo/go-envconfig v1.2.0
 	github.com/tomasen/realip v0.0.0-20180522021738-f0c99a92ddce
-	github.com/ua-parser/uap-go v0.0.0-20250126222208-a52596c19dff
+	github.com/ua-parser/uap-go v0.0.0-20250326155420-f7f5a2f9f5bc
 	go.uber.org/zap v1.27.0
-	golang.org/x/net v0.35.0
+	golang.org/x/net v0.39.0
 )
 
 require (
-	github.com/Azure/azure-sdk-for-go/sdk/internal v1.10.0 // indirect
-	github.com/ClickHouse/ch-go v0.65.0 // indirect
-	github.com/DataDog/zstd v1.5.6 // indirect
+	github.com/Azure/azure-sdk-for-go/sdk/internal v1.11.1 // indirect
+	github.com/ClickHouse/ch-go v0.65.1 // indirect
+	github.com/DataDog/zstd v1.5.7 // indirect
 	github.com/beorn7/perks v1.0.1 // indirect
 	github.com/cespare/xxhash/v2 v2.3.0 // indirect
-	github.com/elastic/elastic-transport-go/v8 v8.6.0 // indirect
-	github.com/gabriel-vasile/mimetype v1.4.8 // indirect
+	github.com/elastic/elastic-transport-go/v8 v8.7.0 // indirect
+	github.com/gabriel-vasile/mimetype v1.4.9 // indirect
 	github.com/go-faster/city v1.0.1 // indirect
 	github.com/go-faster/errors v0.7.1 // indirect
 	github.com/go-logr/logr v1.4.2 // indirect
@@ -66,23 +68,23 @@ require (
 	github.com/munnerz/goautoneg v0.0.0-20191010083416-a7dc8b61c822 // indirect
 	github.com/paulmach/orb v0.11.1 // indirect
 	github.com/pierrec/lz4/v4 v4.1.22 // indirect
-	github.com/prometheus/client_model v0.6.1 // indirect
-	github.com/prometheus/common v0.62.0 // indirect
-	github.com/prometheus/procfs v0.15.1 // indirect
+	github.com/prometheus/client_model v0.6.2 // indirect
+	github.com/prometheus/common v0.63.0 // indirect
+	github.com/prometheus/procfs v0.16.0 // indirect
 	github.com/segmentio/asm v1.2.0 // indirect
 	github.com/shopspring/decimal v1.4.0 // indirect
 	github.com/sirupsen/logrus v1.9.3 // indirect
 	go.opentelemetry.io/auto/sdk v1.1.0 // indirect
-	go.opentelemetry.io/otel v1.34.0 // indirect
-	go.opentelemetry.io/otel/metric v1.34.0 // indirect
-	go.opentelemetry.io/otel/trace v1.34.0 // indirect
+	go.opentelemetry.io/otel v1.35.0 // indirect
+	go.opentelemetry.io/otel/metric v1.35.0 // indirect
+	go.opentelemetry.io/otel/trace v1.35.0 // indirect
 	go.uber.org/multierr v1.11.0 // indirect
-	golang.org/x/crypto v0.33.0 // indirect
-	golang.org/x/oauth2 v0.25.0 // indirect
-	golang.org/x/sys v0.30.0 // indirect
-	golang.org/x/text v0.22.0 // indirect
-	google.golang.org/genproto/googleapis/rpc v0.0.0-20250127172529-29210b9bc287 // indirect
-	google.golang.org/protobuf v1.36.4 // indirect
+	golang.org/x/crypto v0.37.0 // indirect
+	golang.org/x/oauth2 v0.29.0 // indirect
+	golang.org/x/sys v0.32.0 // indirect
+	golang.org/x/text v0.24.0 // indirect
+	google.golang.org/genproto/googleapis/rpc v0.0.0-20250414145226-207652e42e2e // indirect
+	google.golang.org/protobuf v1.36.6 // indirect
 	gopkg.in/yaml.v2 v2.4.0 // indirect
 	gopkg.in/yaml.v3 v3.0.1 // indirect
 )

backend/go.sum

@@ -6,10 +6,17 @@ github.com/AlecAivazis/survey/v2 v2.3.7 h1:6I/u8FvytdGsgonrYsVn2t8t4QiRnh6QSTqkk
 github.com/AlecAivazis/survey/v2 v2.3.7/go.mod h1:xUTIdE4KCOIjsBAE1JYsUPoCqYdZ1reCfTwbto0Fduo=
 github.com/Azure/azure-sdk-for-go/sdk/azcore v1.17.0 h1:g0EZJwz7xkXQiZAI5xi9f3WWFYBlX1CPTrR+NDToRkQ=
 github.com/Azure/azure-sdk-for-go/sdk/azcore v1.17.0/go.mod h1:XCW7KnZet0Opnr7HccfUw1PLc4CjHqpcaxW8DHklNkQ=
+github.com/Azure/azure-sdk-for-go/sdk/azcore v1.18.0 h1:Gt0j3wceWMwPmiazCa8MzMA0MfhmPIz0Qp0FJ6qcM0U=
+github.com/Azure/azure-sdk-for-go/sdk/azcore v1.18.0/go.mod h1:Ot/6aikWnKWi4l9QB7qVSwa8iMphQNqkWALMoNT3rzM=
 github.com/Azure/azure-sdk-for-go/sdk/azidentity v1.8.0 h1:B/dfvscEQtew9dVuoxqxrUKKv8Ih2f55PydknDamU+g=
 github.com/Azure/azure-sdk-for-go/sdk/azidentity v1.8.0/go.mod h1:fiPSssYvltE08HJchL04dOy+RD4hgrjph0cwGGMntdI=
+github.com/Azure/azure-sdk-for-go/sdk/azidentity v1.8.2 h1:F0gBpfdPLGsw+nsgk6aqqkZS1jiixa5WwFe3fk/T3Ys=
 github.com/Azure/azure-sdk-for-go/sdk/internal v1.10.0 h1:ywEEhmNahHBihViHepv3xPBn1663uRv2t2q/ESv9seY=
 github.com/Azure/azure-sdk-for-go/sdk/internal v1.10.0/go.mod h1:iZDifYGJTIgIIkYRNWPENUnqx6bJ2xnSDFI2tjwZNuY=
+github.com/Azure/azure-sdk-for-go/sdk/internal v1.11.0 h1:Bg8m3nq/X1DeePkAbCfb6ml6F3F0IunEhE8TMh+lY48=
+github.com/Azure/azure-sdk-for-go/sdk/internal v1.11.0/go.mod h1:j2chePtV91HrC22tGoRX3sGY42uF13WzmmV80/OdVAA=
+github.com/Azure/azure-sdk-for-go/sdk/internal v1.11.1 h1:FPKJS1T+clwv+OLGt13a8UjqeRuh0O4SJ3lUriThc+4=
+github.com/Azure/azure-sdk-for-go/sdk/internal v1.11.1/go.mod h1:j2chePtV91HrC22tGoRX3sGY42uF13WzmmV80/OdVAA=
 github.com/Azure/azure-sdk-for-go/sdk/resourcemanager/storage/armstorage v1.6.0 h1:PiSrjRPpkQNjrM8H0WwKMnZUdu1RGMtd/LdGKUrOo+c=
 github.com/Azure/azure-sdk-for-go/sdk/resourcemanager/storage/armstorage v1.6.0/go.mod h1:oDrbWx4ewMylP7xHivfgixbfGBT6APAwsSoHRKotnIc=
 github.com/Azure/azure-sdk-for-go/sdk/storage/azblob v1.6.0 h1:UXT0o77lXQrikd1kgwIPQOUect7EoR/+sbP4wQKdzxM=
@@ -18,19 +25,28 @@ github.com/Azure/go-ansiterm v0.0.0-20210617225240-d185dfc1b5a1 h1:UQHMgLO+TxOEl
 github.com/Azure/go-ansiterm v0.0.0-20210617225240-d185dfc1b5a1/go.mod h1:xomTg63KZ2rFqZQzSB4Vz2SUXa1BpHTVz9L5PTmPC4E=
 github.com/AzureAD/microsoft-authentication-library-for-go v1.3.2 h1:kYRSnvJju5gYVyhkij+RTJ/VR6QIUaCfWeaFm2ycsjQ=
 github.com/AzureAD/microsoft-authentication-library-for-go v1.3.2/go.mod h1:wP83P5OoQ5p6ip3ScPr0BAq0BvuPAvacpEuSzyouqAI=
+github.com/AzureAD/microsoft-authentication-library-for-go v1.4.2 h1:oygO0locgZJe7PpYPXT5A29ZkwJaPqcva7BVeemZOZs=
 github.com/BurntSushi/toml v0.3.1/go.mod h1:xHWCNGjB5oqiDr8zfno3MHue2Ht5sIBksp03qcyfWMU=
 github.com/ClickHouse/ch-go v0.63.1 h1:s2JyZvWLTCSAGdtjMBBmAgQQHMco6pawLJMOXi0FODM=
 github.com/ClickHouse/ch-go v0.63.1/go.mod h1:I1kJJCL3WJcBMGe1m+HVK0+nREaG+JOYYBWjrDrF3R0=
 github.com/ClickHouse/ch-go v0.65.0 h1:vZAXfTQliuNNefqkPDewX3kgRxN6Q4vUENnnY+ynTRY=
 github.com/ClickHouse/ch-go v0.65.0/go.mod h1:tCM0XEH5oWngoi9Iu/8+tjPBo04I/FxNIffpdjtwx3k=
+github.com/ClickHouse/ch-go v0.65.1 h1:SLuxmLl5Mjj44/XbINsK2HFvzqup0s6rwKLFH347ZhU=
+github.com/ClickHouse/ch-go v0.65.1/go.mod h1:bsodgURwmrkvkBe5jw1qnGDgyITsYErfONKAHn05nv4=
 github.com/ClickHouse/clickhouse-go/v2 v2.30.1 h1:Dy0n0l+cMbPXs8hFkeeWGaPKrB+MDByUNQBSmRO3W6k=
 github.com/ClickHouse/clickhouse-go/v2 v2.30.1/go.mod h1:szk8BMoQV/NgHXZ20ZbwDyvPWmpfhRKjFkc6wzASGxM=
 github.com/ClickHouse/clickhouse-go/v2 v2.32.1 h1:RLhkxA6iH/bLTXeDtEj/u4yUx9Q03Y95P+cjHScQK78=
 github.com/ClickHouse/clickhouse-go/v2 v2.32.1/go.mod h1:YtaiIFlHCGNPbOpAvFGYobtcVnmgYvD/WmzitixxWYc=
+github.com/ClickHouse/clickhouse-go/v2 v2.34.0 h1:Y4rqkdrRHgExvC4o/NTbLdY5LFQ3LHS77/RNFxFX3Co=
+github.com/ClickHouse/clickhouse-go/v2 v2.34.0/go.mod h1:yioSINoRLVZkLyDzdMXPLRIqhDvel8iLBlwh6Iefso8=
 github.com/DataDog/datadog-api-client-go/v2 v2.34.0 h1:0VVmv8uZg8vdBuEpiF2nBGUezl2QITrxdEsLgh38j8M=
 github.com/DataDog/datadog-api-client-go/v2 v2.34.0/go.mod h1:d3tOEgUd2kfsr9uuHQdY+nXrWp4uikgTgVCPdKNK30U=
+github.com/DataDog/datadog-api-client-go/v2 v2.37.1 h1:weZhrGMO//sMEoSKWngoSQwMp4zBSlEX4p3/YWy9ltw=
+github.com/DataDog/datadog-api-client-go/v2 v2.37.1/go.mod h1:d3tOEgUd2kfsr9uuHQdY+nXrWp4uikgTgVCPdKNK30U=
 github.com/DataDog/zstd v1.5.6 h1:LbEglqepa/ipmmQJUDnSsfvA8e8IStVcGaFWDuxvGOY=
 github.com/DataDog/zstd v1.5.6/go.mod h1:g4AWEaM3yOg3HYfnJ3YIawPnVdXJh9QME85blwSAmyw=
+github.com/DataDog/zstd v1.5.7 h1:ybO8RBeh29qrxIhCA9E8gKY6xfONU9T6G6aP9DTKfLE=
+github.com/DataDog/zstd v1.5.7/go.mod h1:g4AWEaM3yOg3HYfnJ3YIawPnVdXJh9QME85blwSAmyw=
 github.com/Masterminds/semver v1.5.0 h1:H65muMkzWKEuNDnfl9d70GUjFniHKHRbFPGBuZ3QEww=
 github.com/Masterminds/semver v1.5.0/go.mod h1:MB6lktGJrhw8PrUyiEoblNEGEQ+RzHPF078ddwwvV3Y=
 github.com/Masterminds/semver/v3 v3.1.1/go.mod h1:VPu/7SZ7ePZ3QOrcuXROw5FAcLl4a0cBrbBpGY/8hQs=
@@ -97,6 +113,8 @@ github.com/compose-spec/compose-go/v2 v2.1.3 h1:bD67uqLuL/XgkAK6ir3xZvNLFPxPScEi
 github.com/compose-spec/compose-go/v2 v2.1.3/go.mod h1:lFN0DrMxIncJGYAXTfWuajfwj5haBJqrBkarHcnjJKc=
 github.com/confluentinc/confluent-kafka-go/v2 v2.8.0 h1:0HlcSNWg4LpLA9nIjzUMIqWHI+w0S68UN7alXAc3TeA=
 github.com/confluentinc/confluent-kafka-go/v2 v2.8.0/go.mod h1:hScqtFIGUI1wqHIgM3mjoqEou4VweGGGX7dMpcUKves=
+github.com/confluentinc/confluent-kafka-go/v2 v2.10.0 h1:TK5CH5RbIj/aVfmJFEsDUT6vD2izac2zmA5BUfAOxC0=
+github.com/confluentinc/confluent-kafka-go/v2 v2.10.0/go.mod h1:hScqtFIGUI1wqHIgM3mjoqEou4VweGGGX7dMpcUKves=
 github.com/containerd/console v1.0.4 h1:F2g4+oChYvBTsASRTz8NP6iIAi97J3TtSAsLbIFn4ro=
 github.com/containerd/console v1.0.4/go.mod h1:YynlIjWYF8myEu6sdkwKIvGQq+cOckRm6So2avqoYAk=
 github.com/containerd/containerd v1.7.18 h1:jqjZTQNfXGoEaZdW1WwPU0RqSn1Bm2Ay/KJPUuO8nao=
@@ -148,10 +166,14 @@ github.com/eiannone/keyboard v0.0.0-20220611211555-0d226195f203 h1:XBBHcIb256gUJ
 github.com/eiannone/keyboard v0.0.0-20220611211555-0d226195f203/go.mod h1:E1jcSv8FaEny+OP/5k9UxZVw9YFWGj7eI4KR/iOBqCg=
 github.com/elastic/elastic-transport-go/v8 v8.6.0 h1:Y2S/FBjx1LlCv5m6pWAF2kDJAHoSjSRSJCApolgfthA=
 github.com/elastic/elastic-transport-go/v8 v8.6.0/go.mod h1:YLHer5cj0csTzNFXoNQ8qhtGY1GTvSqPnKWKaqQE3Hk=
+github.com/elastic/elastic-transport-go/v8 v8.7.0 h1:OgTneVuXP2uip4BA658Xi6Hfw+PeIOod2rY3GVMGoVE=
+github.com/elastic/elastic-transport-go/v8 v8.7.0/go.mod h1:YLHer5cj0csTzNFXoNQ8qhtGY1GTvSqPnKWKaqQE3Hk=
 github.com/elastic/go-elasticsearch/v7 v7.17.10 h1:TCQ8i4PmIJuBunvBS6bwT2ybzVFxxUhhltAs3Gyu1yo=
 github.com/elastic/go-elasticsearch/v7 v7.17.10/go.mod h1:OJ4wdbtDNk5g503kvlHLyErCgQwwzmDtaFC4XyOxXA4=
 github.com/elastic/go-elasticsearch/v8 v8.17.0 h1:e9cWksE/Fr7urDRmGPGp47Nsp4/mvNOrU8As1l2HQQ0=
 github.com/elastic/go-elasticsearch/v8 v8.17.0/go.mod h1:lGMlgKIbYoRvay3xWBeKahAiJOgmFDsjZC39nmO3H64=
+github.com/elastic/go-elasticsearch/v8 v8.18.0 h1:ANNq1h7DEiPUaALb8+5w3baQzaS08WfHV0DNzp0VG4M=
+github.com/elastic/go-elasticsearch/v8 v8.18.0/go.mod h1:WLqwXsJmQoYkoA9JBFeEwPkQhCfAZuUvfpdU/NvSSf0=
 github.com/emicklei/go-restful/v3 v3.11.0 h1:rAQeMHw1c7zTmncogyy8VvRZwtkmkZ4FxERmMY4rD+g=
 github.com/emicklei/go-restful/v3 v3.11.0/go.mod h1:6n3XBCmQQb25CM2LCACGz8ukIrRry+4bhvbpWn3mrbc=
 github.com/felixge/httpsnoop v1.0.4 h1:NFTV2Zj1bL4mc9sqWACXbQFVBBg2W3GPvqp8/ESS2Wg=
@@ -163,8 +185,12 @@ github.com/fvbommel/sortorder v1.0.2 h1:mV4o8B2hKboCdkJm+a7uX/SIpZob4JzUpc5GGnM4
 github.com/fvbommel/sortorder v1.0.2/go.mod h1:uk88iVf1ovNn1iLfgUVU2F9o5eO30ui720w+kxuqRs0=
 github.com/gabriel-vasile/mimetype v1.4.8 h1:FfZ3gj38NjllZIeJAmMhr+qKL8Wu+nOoI3GqacKw1NM=
 github.com/gabriel-vasile/mimetype v1.4.8/go.mod h1:ByKUIKGjh1ODkGM1asKUbQZOLGrPjydw3hYPU2YU9t8=
+github.com/gabriel-vasile/mimetype v1.4.9 h1:5k+WDwEsD9eTLL8Tz3L0VnmVh9QxGjRmjBvAG7U/oYY=
+github.com/gabriel-vasile/mimetype v1.4.9/go.mod h1:WnSQhFKJuBlRyLiKohA/2DtIlPFAbguNaG7QCHcyGok=
 github.com/getsentry/sentry-go v0.31.1 h1:ELVc0h7gwyhnXHDouXkhqTFSO5oslsRDk0++eyE0KJ4=
 github.com/getsentry/sentry-go v0.31.1/go.mod h1:CYNcMMz73YigoHljQRG+qPF+eMq8gG72XcGN/p71BAY=
+github.com/getsentry/sentry-go v0.32.0 h1:YKs+//QmwE3DcYtfKRH8/KyOOF/I6Qnx7qYGNHCGmCY=
+github.com/getsentry/sentry-go v0.32.0/go.mod h1:CYNcMMz73YigoHljQRG+qPF+eMq8gG72XcGN/p71BAY=
 github.com/go-errors/errors v1.4.2 h1:J6MZopCL4uSllY1OfXM374weqZFFItUbrImctkmUxIA=
 github.com/go-errors/errors v1.4.2/go.mod h1:sIVyrIiJhuEF+Pj9Ebtd6P/rEYROXFi3BopGUQ5a5Og=
 github.com/go-faster/city v1.0.1 h1:4WAxSZ3V2Ws4QRDrscLEDcibJY8uf41H6AhXDrNDcGw=
@@ -194,6 +220,8 @@ github.com/go-playground/universal-translator v0.18.1 h1:Bcnm0ZwsGyWbCzImXv+pAJn
 github.com/go-playground/universal-translator v0.18.1/go.mod h1:xekY+UJKNuX9WP91TpwSH2VMlDf28Uj24BCp08ZFTUY=
 github.com/go-playground/validator/v10 v10.24.0 h1:KHQckvo8G6hlWnrPX4NJJ+aBfWNAE/HH+qdL2cBpCmg=
 github.com/go-playground/validator/v10 v10.24.0/go.mod h1:GGzBIJMuE98Ic/kJsBXbz1x/7cByt++cQ+YOuDM5wus=
+github.com/go-playground/validator/v10 v10.26.0 h1:SP05Nqhjcvz81uJaRfEV0YBSSSGMc/iMaVtFbr3Sw2k=
+github.com/go-playground/validator/v10 v10.26.0/go.mod h1:I5QpIEbmr8On7W0TktmJAumgzX4CA1XNl4ZmDuVHKKo=
 github.com/go-redis/redis v6.15.9+incompatible h1:K0pv1D7EQUjfyoMql+r/jZqCLizCGKFlFgcHWWmHQjg=
 github.com/go-redis/redis v6.15.9+incompatible/go.mod h1:NAIEuMOZ/fxfXJIrKDQDz8wamY7mA7PouImQ2Jvg6kA=
 github.com/go-stack/stack v1.8.0/go.mod h1:v0f6uXyyMGvRgIKkXu+yp6POWl0qKG85gN/melR3HDY=
@@ -211,6 +239,8 @@ github.com/gogo/protobuf v1.3.2 h1:Ov1cvc58UF3b5XjBnZv7+opcTcQFZebYjWzi34vdm4Q=
 github.com/gogo/protobuf v1.3.2/go.mod h1:P1XiOD3dCwIKUDQYPy72D8LYyHL2YPYrpS2s69NZV8Q=
 github.com/golang-jwt/jwt/v5 v5.2.1 h1:OuVbFODueb089Lh128TAcimifWaLhJwVflnrgM17wHk=
 github.com/golang-jwt/jwt/v5 v5.2.1/go.mod h1:pqrtFR0X4osieyHYxtmOUWsAWrfe1Q5UVIyoH402zdk=
+github.com/golang-jwt/jwt/v5 v5.2.2 h1:Rl4B7itRWVtYIHFrSNd7vhTiz9UpLdi6gZhZ3wEeDy8=
+github.com/golang-jwt/jwt/v5 v5.2.2/go.mod h1:pqrtFR0X4osieyHYxtmOUWsAWrfe1Q5UVIyoH402zdk=
 github.com/golang/protobuf v1.2.0/go.mod h1:6lQm79b+lXiMfvg/cZm0SGofjICqVBUtrP5yJMmIC1U=
 github.com/golang/protobuf v1.5.0/go.mod h1:FsONVRAS9T7sI+LIUmWTfcYkHO4aIWwzhcaSAoJOfIk=
 github.com/golang/protobuf v1.5.4 h1:i7eJL8qZTpSEXOPTxNKhASYpMn+8e5Q6AdndVa1dWek=
@@ -222,6 +252,7 @@ github.com/google/go-cmp v0.5.2/go.mod h1:v8dTdLbMG2kIc/vJvl+f65V22dbkXbowE6jgT/
 github.com/google/go-cmp v0.5.5/go.mod h1:v8dTdLbMG2kIc/vJvl+f65V22dbkXbowE6jgT/gNBxE=
 github.com/google/go-cmp v0.6.0 h1:ofyhxvXcZhMsU5ulbFiLKl/XBFqE1GSq7atu8tAmTRI=
 github.com/google/go-cmp v0.6.0/go.mod h1:17dUlkBOakJ0+DkrSSNjCkIjxS6bF9zb3elmeNGIjoY=
+github.com/google/go-cmp v0.7.0 h1:wk8382ETsv4JYUZwIsn6YpYiWiBsYLSJiTsyBybVuN8=
 github.com/google/gofuzz v1.2.0 h1:xRy4A+RhZaiKjJ1bPfwQ8sedCA+YS2YcCHW6ec7JMi0=
 github.com/google/gofuzz v1.2.0/go.mod h1:dBl0BpW6vV/+mYPU4Po3pmUjxk6FQPldtuIdl/M65Eg=
 github.com/google/renameio v0.1.0/go.mod h1:KWCgfxg9yswjAJkECMjeO8J8rahYeXnNhOm40UhjYkI=
@@ -328,6 +359,8 @@ github.com/kkdai/bstream v0.0.0-20161212061736-f391b8402d23/go.mod h1:J+Gs4SYgM6
 github.com/klauspost/compress v1.13.6/go.mod h1:/3/Vjq9QcHkK5uEr5lBEmyoZ1iFhe47etQ6QUkpK6sk=
 github.com/klauspost/compress v1.17.11 h1:In6xLpyWOi1+C7tXUUWv2ot1QvBjxevKAaI6IXrJmUc=
 github.com/klauspost/compress v1.17.11/go.mod h1:pMDklpSncoRMuLFrf1W9Ss9KT+0rH90U12bZKk7uwG0=
+github.com/klauspost/compress v1.18.0 h1:c/Cqfb0r+Yi+JtIEq73FWXVkRonBlf0CRNYc8Zttxdo=
+github.com/klauspost/compress v1.18.0/go.mod h1:2Pp+KzxcywXVXMr50+X0Q/Lsb43OQHYWRCY2AiWywWQ=
 github.com/klauspost/pgzip v1.2.6 h1:8RXeL5crjEUFnR2/Sn6GJNWtSQ3Dk8pq4CL3jvdDyjU=
 github.com/klauspost/pgzip v1.2.6/go.mod h1:Ch1tH69qFZu15pkjo5kYi6mth2Zzwzt50oCQKQE9RUs=
 github.com/konsorten/go-windows-terminal-sequences v1.0.1/go.mod h1:T0+1ngSBFLxvqU3pZ+m/2kptfBszLMUkC4ZK/EgS/cQ=
@@ -441,12 +474,20 @@ github.com/power-devops/perfstat v0.0.0-20210106213030-5aafc221ea8c h1:ncq/mPwQF
 github.com/power-devops/perfstat v0.0.0-20210106213030-5aafc221ea8c/go.mod h1:OmDBASR4679mdNQnz2pUhc2G8CO2JrUAVFDRBDP/hJE=
 github.com/prometheus/client_golang v1.20.5 h1:cxppBPuYhUnsO6yo/aoRol4L7q7UFfdm+bR9r+8l63Y=
 github.com/prometheus/client_golang v1.20.5/go.mod h1:PIEt8X02hGcP8JWbeHyeZ53Y/jReSnHgO035n//V5WE=
+github.com/prometheus/client_golang v1.22.0 h1:rb93p9lokFEsctTys46VnV1kLCDpVZ0a/Y92Vm0Zc6Q=
+github.com/prometheus/client_golang v1.22.0/go.mod h1:R7ljNsLXhuQXYZYtw6GAE9AZg8Y7vEW5scdCXrWRXC0=
 github.com/prometheus/client_model v0.6.1 h1:ZKSh/rekM+n3CeS952MLRAdFwIKqeY8b62p8ais2e9E=
 github.com/prometheus/client_model v0.6.1/go.mod h1:OrxVMOVHjw3lKMa8+x6HeMGkHMQyHDk9E3jmP2AmGiY=
+github.com/prometheus/client_model v0.6.2 h1:oBsgwpGs7iVziMvrGhE53c/GrLUsZdHnqNwqPLxwZyk=
+github.com/prometheus/client_model v0.6.2/go.mod h1:y3m2F6Gdpfy6Ut/GBsUqTWZqCUvMVzSfMLjcu6wAwpE=
 github.com/prometheus/common v0.62.0 h1:xasJaQlnWAeyHdUBeGjXmutelfJHWMRr+Fg4QszZ2Io=
 github.com/prometheus/common v0.62.0/go.mod h1:vyBcEuLSvWos9B1+CyL7JZ2up+uFzXhkqml0W5zIY1I=
+github.com/prometheus/common v0.63.0 h1:YR/EIY1o3mEFP/kZCD7iDMnLPlGyuU2Gb3HIcXnA98k=
+github.com/prometheus/common v0.63.0/go.mod h1:VVFF/fBIoToEnWRVkYoXEkq3R3paCoxG9PXP74SnV18=
 github.com/prometheus/procfs v0.15.1 h1:YagwOFzUgYfKKHX6Dr+sHT7km/hxC76UB0learggepc=
 github.com/prometheus/procfs v0.15.1/go.mod h1:fB45yRUv8NstnjriLhBQLuOUt+WW4BsoGhij/e3PBqk=
+github.com/prometheus/procfs v0.16.0 h1:xh6oHhKwnOJKMYiYBDWmkHqQPyiY40sny36Cmx2bbsM=
+github.com/prometheus/procfs v0.16.0/go.mod h1:8veyXUu3nGP7oaCxhX6yeaM5u4stL2FeMXnCqhDthZg=
 github.com/r3labs/sse v0.0.0-20210224172625-26fe804710bc h1:zAsgcP8MhzAbhMnB1QQ2O7ZhWYVGYSR2iVcjzQuPV+o=
 github.com/r3labs/sse v0.0.0-20210224172625-26fe804710bc/go.mod h1:S8xSOnV3CgpNrWd0GQ/OoQfMtlg2uPRSuTzcSGrzwK8=
 github.com/rivo/uniseg v0.2.0 h1:S1pD9weZBuJdFmowNwbpi7BJ8TNftyUImj/0WQi72jY=
@@ -468,6 +509,8 @@ github.com/serialx/hashring v0.0.0-20200727003509-22c0c7ab6b1b h1:h+3JX2VoWTFuyQ
 github.com/serialx/hashring v0.0.0-20200727003509-22c0c7ab6b1b/go.mod h1:/yeG0My1xr/u+HZrFQ1tOQQQQrOawfyMUH13ai5brBc=
 github.com/sethvargo/go-envconfig v1.1.0 h1:cWZiJxeTm7AlCvzGXrEXaSTCNgip5oJepekh/BOQuog=
 github.com/sethvargo/go-envconfig v1.1.0/go.mod h1:JLd0KFWQYzyENqnEPWWZ49i4vzZo/6nRidxI8YvGiHw=
+github.com/sethvargo/go-envconfig v1.2.0 h1:q3XkOZWkC+G1sMLCrw9oPGTjYexygLOXDmGUit1ti8Q=
+github.com/sethvargo/go-envconfig v1.2.0/go.mod h1:JLd0KFWQYzyENqnEPWWZ49i4vzZo/6nRidxI8YvGiHw=
 github.com/shibumi/go-pathspec v1.3.0 h1:QUyMZhFo0Md5B8zV8x2tesohbb5kfbpTi9rBnKh5dkI=
 github.com/shibumi/go-pathspec v1.3.0/go.mod h1:Xutfslp817l2I1cZvgcfeMQJG5QnU2lh5tVaaMCl3jE=
 github.com/shirou/gopsutil v3.21.11+incompatible h1:+1+c1VGhc88SSonWP6foOcLhvnKlUeu/erjjvaPEYiI=
@@ -528,6 +571,8 @@ github.com/tonistiigi/vt100 v0.0.0-20240514184818-90bafcd6abab h1:H6aJ0yKQ0gF49Q
 github.com/tonistiigi/vt100 v0.0.0-20240514184818-90bafcd6abab/go.mod h1:ulncasL3N9uLrVann0m+CDlJKWsIAP34MPcOJF6VRvc=
 github.com/ua-parser/uap-go v0.0.0-20250126222208-a52596c19dff h1:NwMEGwb7JJ8wPjT8OPKP5hO1Xz6AQ7Z00+GLSJfW21s=
 github.com/ua-parser/uap-go v0.0.0-20250126222208-a52596c19dff/go.mod h1:BUbeWZiieNxAuuADTBNb3/aeje6on3DhU3rpWsQSB1E=
+github.com/ua-parser/uap-go v0.0.0-20250326155420-f7f5a2f9f5bc h1:reH9QQKGFOq39MYOvU9+SYrB8uzXtWNo51fWK3g0gGc=
+github.com/ua-parser/uap-go v0.0.0-20250326155420-f7f5a2f9f5bc/go.mod h1:gwANdYmo9R8LLwGnyDFWK2PMsaXXX2HhAvCnb/UhZsM=
 github.com/xdg-go/pbkdf2 v1.0.0/go.mod h1:jrpuAogTd400dnrH08LKmI/xc1MbPOebTwRqcT5RDeI=
 github.com/xdg-go/scram v1.1.1/go.mod h1:RaEWvsqvNKKvBPvcKeFjrG2cJqOkHTiyTpzz23ni57g=
 github.com/xdg-go/stringprep v1.0.3/go.mod h1:W3f5j4i+9rC0kuIEJL0ky1VpHXQU3ocBgklLGvcBnW8=
@@ -557,6 +602,8 @@ go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp v0.49.0 h1:jq9TW8u
 go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp v0.49.0/go.mod h1:p8pYQP+m5XfbZm9fxtSKAbM6oIllS7s2AfxrChvc7iw=
 go.opentelemetry.io/otel v1.34.0 h1:zRLXxLCgL1WyKsPVrgbSdMN4c0FMkDAskSTQP+0hdUY=
 go.opentelemetry.io/otel v1.34.0/go.mod h1:OWFPOQ+h4G8xpyjgqo4SxJYdDQ/qmRH+wivy7zzx9oI=
+go.opentelemetry.io/otel v1.35.0 h1:xKWKPxrxB6OtMCbmMY021CqC45J+3Onta9MqjhnusiQ=
+go.opentelemetry.io/otel v1.35.0/go.mod h1:UEqy8Zp11hpkUrL73gSlELM0DupHoiq72dR+Zqel/+Y=
 go.opentelemetry.io/otel/exporters/otlp/otlpmetric v0.42.0 h1:ZtfnDL+tUrs1F0Pzfwbg2d59Gru9NCH3bgSHBM6LDwU=
 go.opentelemetry.io/otel/exporters/otlp/otlpmetric v0.42.0/go.mod h1:hG4Fj/y8TR/tlEDREo8tWstl9fO9gcFkn4xrx0Io8xU=
 go.opentelemetry.io/otel/exporters/otlp/otlpmetric/otlpmetricgrpc v0.42.0 h1:NmnYCiR0qNufkldjVvyQfZTHSdzeHoZ41zggMsdMcLM=
@@ -571,12 +618,16 @@ go.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracehttp v1.21.0 h1:digkE
 go.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracehttp v1.21.0/go.mod h1:/OpE/y70qVkndM0TrxT4KBoN3RsFZP0QaofcfYrj76I=
 go.opentelemetry.io/otel/metric v1.34.0 h1:+eTR3U0MyfWjRDhmFMxe2SsW64QrZ84AOhvqS7Y+PoQ=
 go.opentelemetry.io/otel/metric v1.34.0/go.mod h1:CEDrp0fy2D0MvkXE+dPV7cMi8tWZwX3dmaIhwPOaqHE=
+go.opentelemetry.io/otel/metric v1.35.0 h1:0znxYu2SNyuMSQT4Y9WDWej0VpcsxkuklLa4/siN90M=
+go.opentelemetry.io/otel/metric v1.35.0/go.mod h1:nKVFgxBZ2fReX6IlyW28MgZojkoAkJGaE8CpgeAU3oE=
 go.opentelemetry.io/otel/sdk v1.24.0 h1:YMPPDNymmQN3ZgczicBY3B6sf9n62Dlj9pWD3ucgoDw=
 go.opentelemetry.io/otel/sdk v1.24.0/go.mod h1:KVrIYw6tEubO9E96HQpcmpTKDVn9gdv35HoYiQWGDFg=
 go.opentelemetry.io/otel/sdk/metric v1.21.0 h1:smhI5oD714d6jHE6Tie36fPx4WDFIg+Y6RfAY4ICcR0=
 go.opentelemetry.io/otel/sdk/metric v1.21.0/go.mod h1:FJ8RAsoPGv/wYMgBdUJXOm+6pzFY3YdljnXtv1SBE8Q=
 go.opentelemetry.io/otel/trace v1.34.0 h1:+ouXS2V8Rd4hp4580a8q23bg0azF2nI8cqLYnC8mh/k=
 go.opentelemetry.io/otel/trace v1.34.0/go.mod h1:Svm7lSjQD7kG7KJ/MUHPVXSDGz2OX4h0M2jHBhmSfRE=
+go.opentelemetry.io/otel/trace v1.35.0 h1:dPpEfJu1sDIqruz7BHFG3c7528f6ddfSWfFDVt/xgMs=
+go.opentelemetry.io/otel/trace v1.35.0/go.mod h1:WUk7DtFp1Aw2MkvqGdwiXYDZZNvA/1J8o6xRXLrIkyc=
 go.opentelemetry.io/proto/otlp v1.0.0 h1:T0TX0tmXU8a3CbNXzEKGeU5mIVOdf0oykP+u2lIVU/I=
 go.opentelemetry.io/proto/otlp v1.0.0/go.mod h1:Sy6pihPLfYHkr3NkUbEhGHFhINUSI/v80hjKIs5JXpM=
 go.uber.org/atomic v1.3.2/go.mod h1:gD2HeocX3+yG+ygLZcrzQJaqmWj9AIm7n08wl/qW/PE=
@@ -617,6 +668,10 @@ golang.org/x/crypto v0.32.0 h1:euUpcYgM8WcP71gNpTqQCn6rC2t6ULUPiOzfWaXVVfc=
 golang.org/x/crypto v0.32.0/go.mod h1:ZnnJkOaASj8g0AjIduWNlq2NRxL0PlBrbKVyZ6V/Ugc=
 golang.org/x/crypto v0.33.0 h1:IOBPskki6Lysi0lo9qQvbxiQ+FvsCC/YWOecCHAixus=
 golang.org/x/crypto v0.33.0/go.mod h1:bVdXmD7IV/4GdElGPozy6U7lWdRXA4qyRVGJV57uQ5M=
+golang.org/x/crypto v0.36.0 h1:AnAEvhDddvBdpY+uR+MyHmuZzzNqXSe/GvuDeob5L34=
+golang.org/x/crypto v0.36.0/go.mod h1:Y4J0ReaxCR1IMaabaSMugxJES1EpwhBHhv2bDHklZvc=
+golang.org/x/crypto v0.37.0 h1:kJNSjF/Xp7kU0iB2Z+9viTPMW4EqqsrywMXLJOOsXSE=
+golang.org/x/crypto v0.37.0/go.mod h1:vg+k43peMZ0pUMhYmVAWysMK35e6ioLh3wB8ZCAfbVc=
 golang.org/x/exp v0.0.0-20240112132812-db7319d0e0e3 h1:hNQpMuAJe5CtcUqCXaWga3FHu+kQvCqcsoVaQgSV60o=
 golang.org/x/exp v0.0.0-20240112132812-db7319d0e0e3/go.mod h1:idGWGoKP1toJGkd5/ig9ZLuPcZBC3ewk7SzmH0uou08=
 golang.org/x/lint v0.0.0-20190930215403-16217165b5de/go.mod h1:6SW0HCj/g11FgYtHlgUYUwCkIfeOF89ocIRzGO/8vkc=
@@ -643,8 +698,14 @@ golang.org/x/net v0.34.0 h1:Mb7Mrk043xzHgnRM88suvJFwzVrRfHEHJEl5/71CKw0=
 golang.org/x/net v0.34.0/go.mod h1:di0qlW3YNM5oh6GqDGQr92MyTozJPmybPK4Ev/Gm31k=
 golang.org/x/net v0.35.0 h1:T5GQRQb2y08kTAByq9L4/bz8cipCdA8FbRTXewonqY8=
 golang.org/x/net v0.35.0/go.mod h1:EglIi67kWsHKlRzzVMUD93VMSWGFOMSZgxFjparz1Qk=
+golang.org/x/net v0.38.0 h1:vRMAPTMaeGqVhG5QyLJHqNDwecKTomGeqbnfZyKlBI8=
+golang.org/x/net v0.38.0/go.mod h1:ivrbrMbzFq5J41QOQh0siUuly180yBYtLp+CKbEaFx8=
+golang.org/x/net v0.39.0 h1:ZCu7HMWDxpXpaiKdhzIfaltL9Lp31x/3fCP11bc6/fY=
+golang.org/x/net v0.39.0/go.mod h1:X7NRbYVEA+ewNkCNyJ513WmMdQ3BineSwVtN2zD/d+E=
 golang.org/x/oauth2 v0.25.0 h1:CY4y7XT9v0cRI9oupztF8AgiIu99L/ksR/Xp/6jrZ70=
 golang.org/x/oauth2 v0.25.0/go.mod h1:XYTD2NtWslqkgxebSiOHnXEap4TF09sJSc7H1sXbhtI=
+golang.org/x/oauth2 v0.29.0 h1:WdYw2tdTK1S8olAzWHdgeqfy+Mtm9XNhv/xJsY65d98=
+golang.org/x/oauth2 v0.29.0/go.mod h1:onh5ek6nERTohokkhCD/y2cV4Do3fxFHFuAejCkRWT8=
 golang.org/x/sync v0.0.0-20180314180146-1d60e4601c6f/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM=
 golang.org/x/sync v0.0.0-20190423024810-112230192c58/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM=
 golang.org/x/sync v0.0.0-20190911185100-cd5d95a43a6e/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM=
@@ -679,6 +740,10 @@ golang.org/x/sys v0.29.0 h1:TPYlXGxvx1MGTn2GiZDhnjPA9wZzZeGKHHmKhHYvgaU=
 golang.org/x/sys v0.29.0/go.mod h1:/VUhepiaJMQUp4+oa/7Zr1D23ma6VTLIYjOOTFZPUcA=
 golang.org/x/sys v0.30.0 h1:QjkSwP/36a20jFYWkSue1YwXzLmsV5Gfq7Eiy72C1uc=
 golang.org/x/sys v0.30.0/go.mod h1:/VUhepiaJMQUp4+oa/7Zr1D23ma6VTLIYjOOTFZPUcA=
+golang.org/x/sys v0.31.0 h1:ioabZlmFYtWhL+TRYpcnNlLwhyxaM9kWTDEmfnprqik=
+golang.org/x/sys v0.31.0/go.mod h1:BJP2sWEmIv4KK5OTEluFJCKSidICx8ciO85XgH3Ak8k=
+golang.org/x/sys v0.32.0 h1:s77OFDvIQeibCmezSnk/q6iAfkdiQaJi4VzroCFrN20=
+golang.org/x/sys v0.32.0/go.mod h1:BJP2sWEmIv4KK5OTEluFJCKSidICx8ciO85XgH3Ak8k=
 golang.org/x/term v0.0.0-20201117132131-f5c789dd3221/go.mod h1:Nr5EML6q2oocZ2LXRh80K7BxOlk5/8JxuGnuhpl+muw=
 golang.org/x/term v0.0.0-20201126162022-7de9c90e9dd1/go.mod h1:bj7SfCRtBDWHUb9snDiAeCFNEtKQo2Wmx5Cou7ajbmo=
 golang.org/x/term v0.0.0-20210927222741-03fcf44c2211/go.mod h1:jbD1KX2456YbFQfuXm/mYQcufACuNUgVhRMnK/tPxf8=
@@ -700,6 +765,10 @@ golang.org/x/text v0.21.0 h1:zyQAAkrwaneQ066sspRyJaG9VNi/YJ1NfzcGB3hZ/qo=
 golang.org/x/text v0.21.0/go.mod h1:4IBbMaMmOPCJ8SecivzSH54+73PCFmPWxNTLm+vZkEQ=
 golang.org/x/text v0.22.0 h1:bofq7m3/HAFvbF51jz3Q9wLg3jkvSPuiZu/pD1XwgtM=
 golang.org/x/text v0.22.0/go.mod h1:YRoo4H8PVmsu+E3Ou7cqLVH8oXWIHVoX0jqUWALQhfY=
+golang.org/x/text v0.23.0 h1:D71I7dUrlY+VX0gQShAThNGHFxZ13dGLBHQLVl1mJlY=
+golang.org/x/text v0.23.0/go.mod h1:/BLNzu4aZCJ1+kcD0DNRotWKage4q2rGVAg4o22unh4=
+golang.org/x/text v0.24.0 h1:dd5Bzh4yt5KYA8f9CJHCP4FB4D51c2c6JvN37xJJkJ0=
+golang.org/x/text v0.24.0/go.mod h1:L8rBsPeo2pSS+xqN0d5u2ikmjtmoJbDBT1b7nHvFCdU=
 golang.org/x/time v0.6.0 h1:eTDhh4ZXt5Qf0augr54TN6suAUudPcawVZeIAPU7D4U=
 golang.org/x/time v0.6.0/go.mod h1:3BpzKBy/shNhVucY/MWOyx10tF3SFh9QdLuxbVysPQM=
 golang.org/x/tools v0.0.0-20180917221912-90fa682c2a6e/go.mod h1:n7NCudcB/nEzxVGmLbDWY5pfWTLqBcC2KZ6jyYvM4mQ=
@@ -727,12 +796,18 @@ google.golang.org/genproto/googleapis/api v0.0.0-20240318140521-94a12d6c2237 h1:
 google.golang.org/genproto/googleapis/api v0.0.0-20240318140521-94a12d6c2237/go.mod h1:Z5Iiy3jtmioajWHDGFk7CeugTyHtPvMHA4UTmUkyalE=
 google.golang.org/genproto/googleapis/rpc v0.0.0-20250127172529-29210b9bc287 h1:J1H9f+LEdWAfHcez/4cvaVBox7cOYT+IU6rgqj5x++8=
 google.golang.org/genproto/googleapis/rpc v0.0.0-20250127172529-29210b9bc287/go.mod h1:8BS3B93F/U1juMFq9+EDk+qOT5CO1R9IzXxG3PTqiRk=
+google.golang.org/genproto/googleapis/rpc v0.0.0-20250414145226-207652e42e2e h1:ztQaXfzEXTmCBvbtWYRhJxW+0iJcz2qXfd38/e9l7bA=
+google.golang.org/genproto/googleapis/rpc v0.0.0-20250414145226-207652e42e2e/go.mod h1:qQ0YXyHHx3XkvlzUtpXDkS29lDSafHMZBAZDc03LQ3A=
 google.golang.org/grpc v1.64.1 h1:LKtvyfbX3UGVPFcGqJ9ItpVWW6oN/2XqTxfAnwRRXiA=
 google.golang.org/grpc v1.64.1/go.mod h1:hiQF4LFZelK2WKaP6W0L92zGHtiQdZxk8CrSdvyjeP0=
 google.golang.org/protobuf v1.26.0-rc.1/go.mod h1:jlhhOSvTdKEhbULTjvd4ARK9grFBp09yW+WbY/TyQbw=
 google.golang.org/protobuf v1.27.1/go.mod h1:9q0QmTI4eRPtz6boOQmLYwt+qCgq0jsYwAQnmE0givc=
 google.golang.org/protobuf v1.36.4 h1:6A3ZDJHn/eNqc1i+IdefRzy/9PokBTPvcqMySR7NNIM=
 google.golang.org/protobuf v1.36.4/go.mod h1:9fA7Ob0pmnwhb644+1+CVWFRbNajQ6iRojtC/QF5bRE=
+google.golang.org/protobuf v1.36.5 h1:tPhr+woSbjfYvY6/GPufUoYizxw1cF/yFoxJ2fmpwlM=
+google.golang.org/protobuf v1.36.5/go.mod h1:9fA7Ob0pmnwhb644+1+CVWFRbNajQ6iRojtC/QF5bRE=
+google.golang.org/protobuf v1.36.6 h1:z1NpPI8ku2WgiWnf+t9wTPsn6eP1L7ksHUlkfLvd9xY=
+google.golang.org/protobuf v1.36.6/go.mod h1:jduwjTPXsFjZGTmRluh+L6NjiWu7pchiJ2/5YcXBHnY=
 gopkg.in/cenkalti/backoff.v1 v1.1.0 h1:Arh75ttbsvlpVA7WtVpH4u9h6Zl46xuptxqLxPiSo4Y=
 gopkg.in/cenkalti/backoff.v1 v1.1.0/go.mod h1:J6Vskwqd+OMVJl8C33mmtxTBs2gyzfv7UDAkHu8BrjI=
 gopkg.in/check.v1 v0.0.0-20161208181325-20d25e280405/go.mod h1:Co6ibVJAznAaIkqp8huTwlJQCZ016jof/cbN4VW5Yz0=

backend/internal/db/datasaver/saver.go

@@ -2,7 +2,7 @@ package datasaver
 
 import (
 	"context"
-
+	"encoding/json"
 	"openreplay/backend/internal/config/db"
 	"openreplay/backend/pkg/db/clickhouse"
 	"openreplay/backend/pkg/db/postgres"
@@ -50,10 +50,6 @@ func New(log logger.Logger, cfg *db.Config, pg *postgres.Conn, ch clickhouse.Con
 }
 
 func (s *saverImpl) Handle(msg Message) {
-	if msg.TypeID() == MsgCustomEvent {
-		defer s.Handle(types.WrapCustomEvent(msg.(*CustomEvent)))
-	}
-
 	var (
 		sessCtx = context.WithValue(context.Background(), "sessionID", msg.SessionID())
 		session *sessions.Session
@@ -69,6 +65,23 @@ func (s *saverImpl) Handle(msg Message) {
 		return
 	}
 
+	if msg.TypeID() == MsgCustomEvent {
+		m := msg.(*CustomEvent)
+		// Try to parse custom event payload to JSON and extract or_payload field
+		type CustomEventPayload struct {
+			CustomTimestamp uint64 `json:"or_timestamp"`
+		}
+		customPayload := &CustomEventPayload{}
+		if err := json.Unmarshal([]byte(m.Payload), customPayload); err == nil {
+			if customPayload.CustomTimestamp >= session.Timestamp {
+				s.log.Info(sessCtx, "custom event timestamp received: %v", m.Timestamp)
+				msg.Meta().Timestamp = customPayload.CustomTimestamp
+				s.log.Info(sessCtx, "custom event timestamp updated: %v", m.Timestamp)
+			}
+		}
+		defer s.Handle(types.WrapCustomEvent(m))
+	}
+
 	if IsMobileType(msg.TypeID()) {
 		if err := s.handleMobileMessage(sessCtx, session, msg); err != nil {
 			if !postgres.IsPkeyViolation(err) {

backend/internal/db/datasaver/web.go

@@ -2,7 +2,6 @@ package datasaver
 
 import (
 	"context"
-
 	"openreplay/backend/pkg/db/postgres"
 	"openreplay/backend/pkg/db/types"
 	"openreplay/backend/pkg/messages"
@@ -141,6 +140,11 @@ func (s *saverImpl) handleWebMessage(sessCtx context.Context, session *sessions.
 			return err
 		}
 		return s.ch.InsertWebPerformanceTrackAggr(session, m)
+	case *messages.Incident:
+		if err := s.pg.InsertIncident(session, m); err != nil {
+			return err
+		}
+		return s.ch.InsertIncident(session, m)
 	}
 	return nil
 }