Merge branch 'dev' into api-pa-events-metrics

.github/workflows/api-ee.yaml

@@ -10,6 +10,8 @@ on:
     branches:
       - dev
       - api-*
+      - v1.11.0-patch
+      - actions_test
     paths:
       - "ee/api/**"
       - "api/**"

.github/workflows/api.yaml

@@ -10,6 +10,7 @@ on:
     branches:
       - dev
       - api-*
+      - v1.11.0-patch
     paths:
       - "api/**"
       - "!api/.gitignore"

.github/workflows/assist-ee.yaml

@@ -9,6 +9,7 @@ on:
   push:
     branches:
       - dev
+      - api-*
     paths:
       - "ee/assist/**"
       - "assist/**"

.github/workflows/assist-stats.yaml

@@ -15,7 +15,7 @@ on:
       - "!assist-stats/*-dev.sh"
       - "!assist-stats/requirements-*.txt"
 
-name: Build and Deploy Assist Stats ee
+name: Build and Deploy Assist Stats
 
 jobs:
   deploy:
@@ -123,9 +123,8 @@ jobs:
               tag: ${IMAGE_TAG}
           EOF
 
-          export IMAGE_TAG=${IMAGE_TAG}
           # Update changed image tag
-          yq '.utilities.apiCrons.assiststats.image.tag = strenv(IMAGE_TAG)' -i /tmp/image_override.yaml
+          sed -i "/assist-stats/{n;n;n;s/.*/    tag: ${IMAGE_TAG}/}" /tmp/image_override.yaml
 
           cat /tmp/image_override.yaml
           # Deploy command

.github/workflows/assist.yaml

@@ -9,6 +9,7 @@ on:
   push:
     branches:
       - dev
+      - api-*
     paths:
       - "assist/**"
       - "!assist/.gitignore"

.github/workflows/crons-ee.yaml

@@ -10,6 +10,7 @@ on:
     branches:
       - dev
       - api-*
+      - v1.11.0-patch
     paths:
       - "ee/api/**"
       - "api/**"
@@ -100,32 +101,33 @@ jobs:
             docker push $DOCKER_REPO/$image:$IMAGE_TAG 
           done
       - name: Creating old image input
-        env:
-          # We're not passing -ee flag, because helm will add that.
-          IMAGE_TAG: ${{ github.ref_name }}_${{ github.sha }}
         run: |
-          cd scripts/helmcharts/
-          cat <<EOF>/tmp/image_override.yaml
-          image: &image
-            tag: "${IMAGE_TAG}"
-          utilities:
-            apiCrons:
-              assiststats:
-                image: *image
-              report:
-                image: *image
-              sessionsCleaner:
-                image: *image
-              projectsStats:
-                image: *image
-              fixProjectsStats:
-                image: *image
+          #
+          # Create yaml with existing image tags
+          #
+          kubectl get pods -n app -o jsonpath="{.items[*].spec.containers[*].image}" |\
+          tr -s '[[:space:]]' '\n' | sort | uniq -c | grep '/foss/' | cut -d '/' -f3 > /tmp/image_tag.txt
+
+          echo > /tmp/image_override.yaml
+
+          for line in `cat /tmp/image_tag.txt`;
+          do
+              image_array=($(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: |
           cd scripts/helmcharts/
 
+          # Update changed image tag
+          sed -i "/crons/{n;n;n;s/.*/    tag: ${IMAGE_TAG}/}" /tmp/image_override.yaml
+
           cat /tmp/image_override.yaml
           # Deploy command
           mkdir -p /tmp/charts
@@ -135,6 +137,8 @@ jobs:
           helm template openreplay -n app openreplay -f vars.yaml -f /tmp/image_override.yaml --set ingress-nginx.enabled=false --set skipMigration=true --no-hooks --kube-version=$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
 
       - name: Alert slack

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

@@ -1,189 +0,0 @@
-# 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

@@ -2,6 +2,7 @@
 
 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).'
@@ -19,20 +20,12 @@ jobs:
       DEPOT_PROJECT_ID: ${{ secrets.DEPOT_PROJECT_ID }}
     steps:
     - name: Checkout
-      uses: actions/checkout@v4
+      uses: actions/checkout@v2
       with:
-        fetch-depth: 0
-        token: ${{ secrets.GITHUB_TOKEN }}
+        fetch-depth: 1
     - name: Rebase with main branch, to make sure the code has latest main changes
-      if: github.ref != 'refs/heads/main'
       run: |
-        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
+        git pull --rebase origin main
 
     - name: Downloading yq
       run: |
@@ -55,8 +48,6 @@ 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
@@ -74,168 +65,78 @@ jobs:
         MSAAS_REPO_CLONE_TOKEN: ${{ secrets.MSAAS_REPO_CLONE_TOKEN }}
         MSAAS_REPO_URL: ${{ secrets.MSAAS_REPO_URL }}
         MSAAS_REPO_FOLDER: /tmp/msaas
-        SERVICES_INPUT: ${{ github.event.inputs.services }}
       run: |
-        #!/bin/bash
-        set -euo pipefail
-
-        # Configuration
-        readonly WORKING_DIR=$(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"
+        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
         }
-
-        # 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 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 $MSAAS_REPO_FOLDER
+          bash git-init.sh
+          git checkout
+          }
         }
-
-        # Clone MSAAS repository if not exists
-        clone_msaas() {
-            if [[ ! -d "$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
+        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
         }
-
-        # 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"
-        
+        # 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
 
     - name: Create Pull Request
       uses: repo-sync/pull-request@v2
@@ -246,7 +147,8 @@ 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, tag update job will run automatically.
+          Once this PR is merged, To update the latest tag, run the following workflow.
+          https://github.com/openreplay/openreplay/actions/workflows/update-tag.yaml
 
     # - name: Debug Job
     #   if: ${{ failure() }}

.github/workflows/peers-ee.yaml

@@ -1,4 +1,4 @@
-# This action will push the assist changes to aws
+# This action will push the peers changes to aws
 on:
   workflow_dispatch:
     inputs:
@@ -9,10 +9,14 @@ on:
   push:
     branches:
       - dev
+      - api-*
     paths:
-      - "ee/assist-server/**"
+      - "ee/peers/**"
+      - "peers/**"
+      - "!peers/.gitignore"
+      - "!peers/*-dev.sh"
 
-name: Build and Deploy Assist-Server EE
+name: Build and Deploy Peers EE
 
 jobs:
   deploy:
@@ -53,7 +57,12 @@ jobs:
           kubeconfig: ${{ secrets.EE_KUBECONFIG }} # Use content of kubeconfig in secret.
         id: setcontext
 
-      - name: Building and Pushing Assist-Server image
+      # Caching docker images
+      - uses: satackey/action-docker-layer-caching@v0.0.11
+        # Ignore the failure of a step and avoid terminating the job.
+        continue-on-error: true
+
+      - name: Building and Pushing peers image
         id: build-image
         env:
           DOCKER_REPO: ${{ secrets.EE_REGISTRY_URL }}
@@ -61,11 +70,11 @@ jobs:
           ENVIRONMENT: staging
         run: |
           skip_security_checks=${{ github.event.inputs.skip_security_checks }}
-          cd assist-server
+          cd peers
           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")
+            images=("peers")
             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
@@ -76,7 +85,7 @@ jobs:
           } && {
             echo "Skipping Security Checks"
           }
-          images=("assist-server")
+          images=("peers")
           for image in ${images[*]};do
             docker push $DOCKER_REPO/$image:$IMAGE_TAG 
           done
@@ -100,23 +109,43 @@ jobs:
               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
+          sed -i "/peers/{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} /tmp/charts/
+          mv openreplay/charts/{ingress-nginx,peers,quickwit,connector} /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
+
+      - name: Alert slack
+        if: ${{ failure() }}
+        uses: rtCamp/action-slack-notify@v2
+        env:
+          SLACK_CHANNEL: ee
+          SLACK_TITLE: "Failed ${{ github.workflow }}"
+          SLACK_COLOR: ${{ job.status }} # or a specific color like 'good' or '#ff00ff'
+          SLACK_WEBHOOK: ${{ secrets.SLACK_WEB_HOOK }}
+          SLACK_USERNAME: "OR Bot"
+          SLACK_MESSAGE: "Build failed :bomb:"
+
+    # - name: Debug Job
+    #   # if: ${{ failure() }}
+    #   uses: mxschmitt/action-tmate@v3
+    #   env:
+    #     DOCKER_REPO: ${{ secrets.EE_REGISTRY_URL }}
+    #     IMAGE_TAG: ${{ github.sha }}-ee
+    #     ENVIRONMENT: staging
+    #    with:
+    #      iimit-access-to-actor: true

.github/workflows/peers.yaml

@@ -0,0 +1,149 @@
+# This action will push the peers 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
+      - api-*
+    paths:
+      - "peers/**"
+      - "!peers/.gitignore"
+      - "!peers/*-dev.sh"
+
+name: Build and Deploy Peers
+
+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.OSS_DOMAIN_NAME }}
+          jwt_refresh_secret: ${{ secrets.JWT_REFRESH_SECRET }}
+          jwt_secret: ${{ secrets.OSS_JWT_SECRET }}
+          jwt_spot_refresh_secret: ${{ secrets.JWT_SPOT_REFRESH_SECRET }}
+          jwt_spot_secret: ${{ secrets.JWT_SPOT_SECRET }}
+          license_key: ${{ secrets.OSS_LICENSE_KEY }}
+          minio_access_key: ${{ secrets.OSS_MINIO_ACCESS_KEY }}
+          minio_secret_key: ${{ secrets.OSS_MINIO_SECRET_KEY }}
+          pg_password: ${{ secrets.OSS_PG_PASSWORD }}
+          registry_url: ${{ secrets.OSS_REGISTRY_URL }}
+        name: Update Keys
+
+      - name: Docker login
+        run: |
+          docker login ${{ secrets.OSS_REGISTRY_URL }} -u ${{ secrets.OSS_DOCKER_USERNAME }} -p "${{ secrets.OSS_REGISTRY_TOKEN }}"
+
+      - uses: azure/k8s-set-context@v1
+        with:
+          method: kubeconfig
+          kubeconfig: ${{ secrets.OSS_KUBECONFIG }} # Use content of kubeconfig in secret.
+        id: setcontext
+
+      # Caching docker images
+      - uses: satackey/action-docker-layer-caching@v0.0.11
+        # Ignore the failure of a step and avoid terminating the job.
+        continue-on-error: true
+
+      - name: Building and Pushing peers image
+        id: build-image
+        env:
+          DOCKER_REPO: ${{ secrets.OSS_REGISTRY_URL }}
+          IMAGE_TAG: ${{ github.ref_name }}_${{ github.sha }}
+          ENVIRONMENT: staging
+        run: |
+          skip_security_checks=${{ github.event.inputs.skip_security_checks }}
+          cd peers
+          PUSH_IMAGE=0 bash -x ./build.sh
+          [[ "x$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=("peers")
+            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=("peers")
+          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:
+              tag: ${image_array[1]}
+          EOF
+          done
+
+      - name: Deploy to kubernetes
+        run: |
+          cd scripts/helmcharts/
+
+          # Update changed image tag
+          sed -i "/peers/{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,peers,quickwit,connector} /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 -
+        env:
+          DOCKER_REPO: ${{ secrets.OSS_REGISTRY_URL }}
+          IMAGE_TAG: ${{ github.ref_name }}_${{ github.sha }}
+          ENVIRONMENT: staging
+
+      - name: Alert slack
+        if: ${{ failure() }}
+        uses: rtCamp/action-slack-notify@v2
+        env:
+          SLACK_CHANNEL: foss
+          SLACK_TITLE: "Failed ${{ github.workflow }}"
+          SLACK_COLOR: ${{ job.status }} # or a specific color like 'good' or '#ff00ff'
+          SLACK_WEBHOOK: ${{ secrets.SLACK_WEB_HOOK }}
+          SLACK_USERNAME: "OR Bot"
+          SLACK_MESSAGE: "Build failed :bomb:"
+
+    # - name: Debug Job
+    #   # if: ${{ failure() }}
+    #   uses: mxschmitt/action-tmate@v3
+    #   env:
+    #     DOCKER_REPO: ${{ secrets.EE_REGISTRY_URL }}
+    #     IMAGE_TAG: ${{ github.sha }}-ee
+    #     ENVIRONMENT: staging
+    #    with:
+    #      limit-access-to-actor: true

.github/workflows/release-deployment.yaml

@@ -1,103 +0,0 @@
-name: Release Deployment
-
-on:
-  workflow_dispatch:
-    inputs:
-      services:
-        description: 'Comma-separated list of services to deploy. eg: frontend,api,sink'
-        required: true
-      branch:
-        description: 'Branch to deploy (defaults to dev)'
-        required: false
-        default: 'dev'
-
-env:
-  IMAGE_REGISTRY_URL: ${{ secrets.OSS_REGISTRY_URL }}
-  DEPOT_PROJECT_ID: ${{ secrets.DEPOT_PROJECT_ID }}
-  DEPOT_TOKEN: ${{ secrets.DEPOT_TOKEN }}
-
-jobs:
-  deploy:
-    runs-on: ubuntu-latest
-    steps:
-    - name: Checkout code
-      uses: actions/checkout@v3
-      with:
-        ref: ${{ github.event.inputs.branch }}
-    - name: Docker login
-      run: |
-        docker login $IMAGE_REGISTRY_URL -u ${{ secrets.OSS_DOCKER_USERNAME }} -p "${{ secrets.OSS_REGISTRY_TOKEN }}"
-
-    - name: Set image tag with branch info
-      run: |
-        SHORT_SHA=$(git rev-parse --short HEAD)
-        echo "IMAGE_TAG=${{ github.event.inputs.branch }}-${SHORT_SHA}" >> $GITHUB_ENV
-        echo "Using image tag: $IMAGE_TAG"
-
-    - uses: depot/setup-action@v1
-
-    - name: Build and push Docker images
-      run: |
-        # Parse the comma-separated services list into an array
-        IFS=',' read -ra SERVICES <<< "${{ github.event.inputs.services }}"
-        working_dir=$(pwd)
-        
-        # Define backend services (consider moving this to workflow inputs or repo config)
-        ls backend/cmd >> /tmp/backend.txt
-        BUILD_SCRIPT_NAME="build.sh"
-        
-        for SERVICE in "${SERVICES[@]}"; do
-          # Check if service is backend
-          if grep -q $SERVICE /tmp/backend.txt; then 
-            cd $working_dir/backend 
-            foss_build_args="nil $SERVICE"
-            ee_build_args="ee $SERVICE"
-          else 
-            cd $working_dir
-            [[ $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  
-          {
-            echo IMAGE_TAG=$IMAGE_TAG DOCKER_RUNTIME="depot" DOCKER_BUILD_ARGS="--push" ARCH=amd64 DOCKER_REPO=$IMAGE_REGISTRY_URL PUSH_IMAGE=0 bash ${BUILD_SCRIPT_NAME} $foss_build_args
-            IMAGE_TAG=$IMAGE_TAG DOCKER_RUNTIME="depot" DOCKER_BUILD_ARGS="--push" ARCH=amd64 DOCKER_REPO=$IMAGE_REGISTRY_URL PUSH_IMAGE=0 bash ${BUILD_SCRIPT_NAME} $foss_build_args
-          }&
-          {
-            echo IMAGE_TAG=${IMAGE_TAG}-ee DOCKER_RUNTIME="depot" DOCKER_BUILD_ARGS="--push" ARCH=amd64 DOCKER_REPO=$IMAGE_REGISTRY_URL PUSH_IMAGE=0 bash ${BUILD_SCRIPT_NAME} $ee_build_args
-            IMAGE_TAG=${IMAGE_TAG}-ee DOCKER_RUNTIME="depot" DOCKER_BUILD_ARGS="--push" ARCH=amd64 DOCKER_REPO=$IMAGE_REGISTRY_URL PUSH_IMAGE=0 bash ${BUILD_SCRIPT_NAME} $ee_build_args
-          }&
-        done
-        wait
-          
-    - uses: azure/k8s-set-context@v1
-      name: Using ee release cluster
-      with:
-        method: kubeconfig
-        kubeconfig: ${{ secrets.EE_RELEASE_KUBECONFIG }}
-
-    - name: Deploy to ee release Kubernetes
-      run: |
-        echo "Deploying services to EE cluster: ${{ github.event.inputs.services }}"
-        IFS=',' read -ra SERVICES <<< "${{ github.event.inputs.services }}" 
-        for SERVICE in "${SERVICES[@]}"; do
-          SERVICE=$(echo $SERVICE | xargs) # Trim whitespace
-          echo "Deploying $SERVICE to EE cluster with image tag: ${IMAGE_TAG}"
-          kubectl set image deployment/$SERVICE-openreplay -n app $SERVICE=${IMAGE_REGISTRY_URL}/$SERVICE:${IMAGE_TAG}-ee
-        done
-
-    - uses: azure/k8s-set-context@v1
-      name: Using foss release cluster
-      with:
-        method: kubeconfig
-        kubeconfig: ${{ secrets.FOSS_RELEASE_KUBECONFIG }}
-
-    - name: Deploy to FOSS release Kubernetes
-      run: |
-        echo "Deploying services to FOSS cluster: ${{ github.event.inputs.services }}"
-        IFS=',' read -ra SERVICES <<< "${{ github.event.inputs.services }}" 
-        for SERVICE in "${SERVICES[@]}"; do
-          SERVICE=$(echo $SERVICE | xargs) # Trim whitespace
-          echo "Deploying $SERVICE to FOSS cluster with image tag: ${IMAGE_TAG}"
-          echo "Deploying $SERVICE to FOSS cluster with image tag: ${IMAGE_TAG}"
-          kubectl set image deployment/$SERVICE-openreplay -n app $SERVICE=${IMAGE_REGISTRY_URL}/$SERVICE:${IMAGE_TAG}
-        done

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

@@ -1,4 +1,4 @@
-# This action will push the sourcemapreader changes to ee
+# This action will push the sourcemapreader changes to aws
 on:
   workflow_dispatch:
     inputs:
@@ -9,13 +9,13 @@ on:
   push:
     branches:
       - dev
+      - api-*
     paths:
-      - "ee/sourcemap-reader/**"
       - "sourcemap-reader/**"
       - "!sourcemap-reader/.gitignore"
       - "!sourcemap-reader/*-dev.sh"
 
-name: Build and Deploy sourcemap-reader EE
+name: Build and Deploy sourcemap-reader
 
 jobs:
   deploy:
@@ -64,7 +64,7 @@ jobs:
       - name: Building and Pushing sourcemaps-reader image
         id: build-image
         env:
-          DOCKER_REPO: ${{ secrets.EE_REGISTRY_URL }}
+          DOCKER_REPO: ${{ secrets.OSS_REGISTRY_URL }}
           IMAGE_TAG: ${{ github.ref_name }}_${{ github.sha }}-ee
           ENVIRONMENT: staging
         run: |
@@ -132,7 +132,7 @@ jobs:
         if: ${{ failure() }}
         uses: rtCamp/action-slack-notify@v2
         env:
-          SLACK_CHANNEL: ee
+          SLACK_CHANNEL: foss
           SLACK_TITLE: "Failed ${{ github.workflow }}"
           SLACK_COLOR: ${{ job.status }} # or a specific color like 'good' or '#ff00ff'
           SLACK_WEBHOOK: ${{ secrets.SLACK_WEB_HOOK }}

.github/workflows/sourcemaps-reader.yaml

@@ -9,6 +9,7 @@ on:
   push:
     branches:
       - dev
+      - api-*
     paths:
       - "sourcemap-reader/**"
       - "!sourcemap-reader/.gitignore"

.github/workflows/update-tag.yaml

@@ -1,42 +1,35 @@
 on:
-  pull_request:
-    types: [closed]
-    branches:
-      - main
-name: Release tag update --force
+  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
 
 jobs:
   deploy:
     name: Build Patch from main
     runs-on: ubuntu-latest
-    if: ${{ (github.event_name == 'pull_request' && github.event.pull_request.merged == true) || github.event.inputs.services == 'true' }}
+    env:
+      DEPOT_TOKEN: ${{ secrets.DEPOT_TOKEN }}
+      DEPOT_PROJECT_ID: ${{ secrets.DEPOT_PROJECT_ID }}
     steps:
       - name: Checkout
         uses: actions/checkout@v2
-
-      - name: Get latest release tag using GitHub API
-        id: get-latest-tag
-        run: |
-          LATEST_TAG=$(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/${{ github.repository }}
-
+          git remote set-url origin https://x-access-token:${{ secrets.ACTIONS_COMMMIT_TOKEN }}@github.com/${{ github.repository }}.git
       - name: Push main branch to tag
         run: |
+          git fetch --tags
           git checkout main
-          echo "Updating tag ${{ env.LATEST_TAG }} to point to latest commit on main"
-          git push origin HEAD:refs/tags/${{ env.LATEST_TAG }} --force
+          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

LICENSE

@@ -1,4 +1,4 @@
-Copyright (c) 2021-2025 Asayer, Inc dba OpenReplay
+Copyright (c) 2021-2024 Asayer, Inc dba OpenReplay
 
 OpenReplay monorepo uses multiple licenses. Portions of this software are licensed as follows:
 - All content that resides under the "ee/" directory of this repository, is licensed under the license defined in "ee/LICENSE".

api/Dockerfile

@@ -1,17 +1,10 @@
-FROM python:3.12-alpine AS builder
-LABEL maintainer="Rajesh Rajendran<rjshrjndrn@gmail.com>"
-LABEL maintainer="KRAIEM Taha Yassine<tahayk2@gmail.com>"
-
-RUN apk add --no-cache build-base
-WORKDIR /work
-COPY requirements.txt ./requirements.txt
-RUN pip install --no-cache-dir --upgrade uv && \
-  export UV_SYSTEM_PYTHON=true && \
-  uv pip install --no-cache-dir --upgrade pip setuptools wheel && \
-  uv pip install --no-cache-dir --upgrade -r requirements.txt
-
 FROM python:3.12-alpine
+LABEL Maintainer="Rajesh Rajendran<rjshrjndrn@gmail.com>"
+LABEL Maintainer="KRAIEM Taha Yassine<tahayk2@gmail.com>"
 ARG GIT_SHA
+LABEL GIT_SHA=$GIT_SHA
+
+RUN apk add --no-cache build-base tini
 ARG envarg
 # Add Tini
 # Startup daemon
@@ -21,11 +14,19 @@ ENV SOURCE_MAP_VERSION=0.7.4 \
   PRIVATE_ENDPOINTS=false \
   ENTERPRISE_BUILD=${envarg} \
   GIT_SHA=$GIT_SHA
-COPY --from=builder /usr/local/lib/python3.12/site-packages /usr/local/lib/python3.12/site-packages
-COPY --from=builder /usr/local/bin /usr/local/bin
+
 WORKDIR /work
+COPY requirements.txt ./requirements.txt
+RUN pip install --no-cache-dir --upgrade uv
+RUN uv pip install --no-cache-dir --upgrade pip setuptools wheel --system
+RUN uv pip install --no-cache-dir --upgrade -r requirements.txt --system
+
 COPY . .
-RUN apk add --no-cache tini && mv env.default .env
+RUN mv env.default .env
+
+RUN adduser -u 1001 openreplay -D
+USER 1001
 
 ENTRYPOINT ["/sbin/tini", "--"]
-CMD ["./entrypoint.sh"]
+CMD ./entrypoint.sh
+

api/Pipfile

@@ -4,26 +4,25 @@ verify_ssl = true
 name = "pypi"
 
 [packages]
-urllib3 = "==2.3.0"
+urllib3 = "==2.2.3"
 requests = "==2.32.3"
-boto3 = "==1.36.12"
+boto3 = "==1.35.86"
 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"
+clickhouse-connect = "==0.8.11"
+elasticsearch = "==8.17.0"
 jira = "==3.8.0"
-cachetools = "==5.5.1"
-fastapi = "==0.115.8"
-uvicorn = {extras = ["standard"], version = "==0.34.0"}
+cachetools = "==5.5.0"
+fastapi = "==0.115.6"
 python-decouple = "==3.8"
-pydantic = {extras = ["email"], version = "==2.10.6"}
 apscheduler = "==3.11.0"
 redis = "==5.2.1"
+psycopg = {extras = ["binary", "pool"], version = "==3.2.3"}
+clickhouse-driver = {extras = ["lz4"], version = "==0.2.9"}
+uvicorn = {extras = ["standard"], version = "==0.34.0"}
+pydantic = {extras = ["email"], version = "==2.10.4"}
 
 [dev-packages]
 
 [requires]
 python_version = "3.12"
-python_full_version = "3.12.8"

api/app_alerts.py

@@ -12,7 +12,7 @@ from chalicelib.utils import pg_client
 @asynccontextmanager
 async def lifespan(app: FastAPI):
     # Startup
-    ap_logger.info(">>>>> starting up <<<<<")
+    logging.info(">>>>> starting up <<<<<")
     await pg_client.init()
     app.schedule.start()
     app.schedule.add_job(id="alerts_processor", **{"func": alerts_processor.process, "trigger": "interval",
@@ -27,22 +27,14 @@ async def lifespan(app: FastAPI):
     yield
 
     # Shutdown
-    ap_logger.info(">>>>> shutting down <<<<<")
+    logging.info(">>>>> shutting down <<<<<")
     app.schedule.shutdown(wait=False)
     await pg_client.terminate()
 
 
-loglevel = config("LOGLEVEL", default=logging.INFO)
-print(f">Loglevel set to: {loglevel}")
-logging.basicConfig(level=loglevel)
-ap_logger = logging.getLogger('apscheduler')
-ap_logger.setLevel(loglevel)
-
 app = FastAPI(root_path=config("root_path", default="/alerts"), docs_url=config("docs_url", default=""),
               redoc_url=config("redoc_url", default=""), lifespan=lifespan)
-
-app.schedule = AsyncIOScheduler()
-ap_logger.info("============= ALERTS =============")
+logging.info("============= ALERTS =============")
 
 
 @app.get("/")
@@ -58,8 +50,17 @@ async def get_health_status():
     }}
 
 
+app.schedule = AsyncIOScheduler()
+
+loglevel = config("LOGLEVEL", default=logging.INFO)
+print(f">Loglevel set to: {loglevel}")
+logging.basicConfig(level=loglevel)
+ap_logger = logging.getLogger('apscheduler')
+ap_logger.setLevel(loglevel)
+app.schedule = AsyncIOScheduler()
+
 if config("LOCAL_DEV", default=False, cast=bool):
     @app.get('/trigger', tags=["private"])
     async def trigger_main_cron():
-        ap_logger.info("Triggering main cron")
+        logging.info("Triggering main cron")
         alerts_processor.process()

api/chalicelib/core/alerts/alerts_processor.py

@@ -4,8 +4,7 @@ from pydantic_core._pydantic_core import ValidationError
 
 import schemas
 from chalicelib.core.alerts import alerts, alerts_listener
-from chalicelib.core.alerts.modules import alert_helpers
-from chalicelib.core.sessions import sessions_pg as sessions
+from chalicelib.core.alerts.modules import sessions, alert_helpers
 from chalicelib.utils import pg_client
 from chalicelib.utils.TimeUTC import TimeUTC
 
@@ -132,7 +131,6 @@ def Build(a):
 
 
 def process():
-    logger.info("> processing alerts on PG")
     notifications = []
     all_alerts = alerts_listener.get_all_alerts()
     with pg_client.PostgresClient() as cur:

api/chalicelib/core/alerts/alerts_processor_ch.py

@@ -3,11 +3,10 @@ import logging
 from pydantic_core._pydantic_core import ValidationError
 
 import schemas
+from chalicelib.core.alerts import alerts, alerts_listener
+from chalicelib.core.alerts.modules import sessions, alert_helpers
 from chalicelib.utils import pg_client, ch_client, exp_ch_helper
 from chalicelib.utils.TimeUTC import TimeUTC
-from chalicelib.core.alerts import alerts, alerts_listener
-from chalicelib.core.alerts.modules import alert_helpers
-from chalicelib.core.sessions import sessions_ch as sessions
 
 logger = logging.getLogger(__name__)
 
@@ -156,7 +155,6 @@ def Build(a):
 
 
 def process():
-    logger.info("> processing alerts on CH")
     notifications = []
     all_alerts = alerts_listener.get_all_alerts()
     with pg_client.PostgresClient() as cur, ch_client.ClickHouseClient() as ch_cur:
@@ -166,7 +164,7 @@ def process():
             if alert_helpers.can_check(alert):
                 query, params = Build(alert)
                 try:
-                    query = ch_cur.format(query=query, parameters=params)
+                    query = ch_cur.format(query, params)
                 except Exception as e:
                     logger.error(
                         f"!!!Error while building alert query for alertId:{alert['alertId']} name: {alert['name']}")
@@ -175,7 +173,7 @@ def process():
                 logger.debug(alert)
                 logger.debug(query)
                 try:
-                    result = ch_cur.execute(query=query)
+                    result = ch_cur.execute(query)
                     if len(result) > 0:
                         result = result[0]
 

api/chalicelib/core/alerts/modules/__init__.py

@@ -1,3 +1,9 @@
+from decouple import config
+
 TENANT_ID = "-1"
+if config("EXP_ALERTS", cast=bool, default=False):
+    from chalicelib.core.sessions import sessions_ch as sessions
+else:
+    from chalicelib.core.sessions import sessions
 
 from . import helpers as alert_helpers

api/chalicelib/core/authorizers.py

@@ -37,7 +37,8 @@ def jwt_authorizer(scheme: str, token: str, leeway=0) -> dict | None:
         logger.debug("! JWT Expired signature")
         return None
     except BaseException as e:
-        logger.warning("! JWT Base Exception", exc_info=e)
+        logger.warning("! JWT Base Exception")
+        logger.debug(e)
         return None
     return payload
 
@@ -55,7 +56,8 @@ def jwt_refresh_authorizer(scheme: str, token: str):
         logger.debug("! JWT-refresh Expired signature")
         return None
     except BaseException as e:
-        logger.error("! JWT-refresh Base Exception", exc_info=e)
+        logger.warning("! JWT-refresh Base Exception")
+        logger.debug(e)
         return None
     return payload
 

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

@@ -85,8 +85,7 @@ def __generic_query(typename, value_length=None):
                       ORDER BY value"""
 
     if value_length is None or value_length > 2:
-        return f"""SELECT DISTINCT ON(value,type) value, type
-                   ((SELECT DISTINCT value, type
+        return f"""(SELECT DISTINCT value, type
                     FROM {TABLE}
                     WHERE
                       project_id = %(project_id)s
@@ -102,7 +101,7 @@ def __generic_query(typename, value_length=None):
                       AND type='{typename.upper()}'
                       AND value ILIKE %(value)s
                       ORDER BY value
-                    LIMIT 5)) AS raw;"""
+                    LIMIT 5);"""
     return f"""SELECT DISTINCT value, type
                 FROM {TABLE}
                 WHERE
@@ -125,7 +124,7 @@ def __generic_autocomplete(event: Event):
     return f
 
 
-def generic_autocomplete_metas(typename):
+def __generic_autocomplete_metas(typename):
     def f(project_id, text):
         with pg_client.PostgresClient() as cur:
             params = {"project_id": project_id, "value": helper.string_to_sql_like(text),
@@ -327,7 +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 DISTINCT ON(key, value) key, value, 'METADATA' AS TYPE
+                    SELECT 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)}))

api/chalicelib/core/autocomplete/autocomplete_ch.py

@@ -86,8 +86,7 @@ def __generic_query(typename, value_length=None):
                       ORDER BY value"""
 
     if value_length is None or value_length > 2:
-        return f"""SELECT DISTINCT ON(value, type) value, type
-                   FROM ((SELECT DISTINCT value, type
+        return f"""(SELECT DISTINCT value, type
                     FROM {TABLE}
                     WHERE
                       project_id = %(project_id)s
@@ -103,7 +102,7 @@ def __generic_query(typename, value_length=None):
                       AND type='{typename.upper()}'
                       AND value ILIKE %(value)s
                       ORDER BY value
-                    LIMIT 5)) AS raw;"""
+                    LIMIT 5);"""
     return f"""SELECT DISTINCT value, type
                 FROM {TABLE}
                 WHERE
@@ -126,7 +125,7 @@ def __generic_autocomplete(event: Event):
     return f
 
 
-def generic_autocomplete_metas(typename):
+def __generic_autocomplete_metas(typename):
     def f(project_id, text):
         with ch_client.ClickHouseClient() as cur:
             params = {"project_id": project_id, "value": helper.string_to_sql_like(text),
@@ -258,7 +257,7 @@ 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 DISTINCT ON(key, value) key, value, 'METADATA' AS TYPE
+        query = cur.format(query=f"""SELECT 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)})
@@ -267,16 +266,16 @@ def __search_metadata(project_id, value, key=None, source=None):
 
 
 TYPE_TO_COLUMN = {
-    schemas.EventType.CLICK: "`$properties`.label",
-    schemas.EventType.INPUT: "`$properties`.label",
-    schemas.EventType.LOCATION: "`$properties`.url_path",
-    schemas.EventType.CUSTOM: "`$properties`.name",
-    schemas.FetchFilterType.FETCH_URL: "`$properties`.url_path",
-    schemas.GraphqlFilterType.GRAPHQL_NAME: "`$properties`.name",
-    schemas.EventType.STATE_ACTION: "`$properties`.name",
+    schemas.EventType.CLICK: "label",
+    schemas.EventType.INPUT: "label",
+    schemas.EventType.LOCATION: "url_path",
+    schemas.EventType.CUSTOM: "name",
+    schemas.FetchFilterType.FETCH_URL: "url_path",
+    schemas.GraphqlFilterType.GRAPHQL_NAME: "name",
+    schemas.EventType.STATE_ACTION: "name",
     # For ERROR, sessions search is happening over name OR message,
     # for simplicity top 10 is using name only
-    schemas.EventType.ERROR: "`$properties`.name",
+    schemas.EventType.ERROR: "name",
     schemas.FilterType.USER_COUNTRY: "user_country",
     schemas.FilterType.USER_CITY: "user_city",
     schemas.FilterType.USER_STATE: "user_state",
@@ -326,9 +325,9 @@ def get_top_values(project_id, event_type, event_key=None):
             query = f"""WITH raw AS (SELECT DISTINCT {colname} AS c_value,
                                                      COUNT(1) OVER (PARTITION BY c_value) AS row_count,
                                                      COUNT(1) OVER ()                   AS total_count
-                                     FROM product_analytics.events
+                                     FROM experimental.events
                                      WHERE project_id = %(project_id)s
-                                       AND `$event_name` = '{event_type}'
+                                       AND event_type = '{event_type}'
                                        AND isNotNull(c_value)
                                        AND notEmpty(c_value)
                                      ORDER BY row_count DESC

api/chalicelib/core/boarding.py

@@ -13,18 +13,15 @@ def get_state(tenant_id):
 
         if len(pids) > 0:
             cur.execute(
-                cur.mogrify(
-                    """SELECT EXISTS((  SELECT 1
+                cur.mogrify("""SELECT EXISTS((  SELECT 1
                                                 FROM public.sessions AS s
                                                 WHERE s.project_id IN %(ids)s)) AS exists;""",
-                    {"ids": tuple(pids)},
-                )
+                            {"ids": tuple(pids)})
             )
             recorded = cur.fetchone()["exists"]
             meta = False
             if recorded:
-                query = cur.mogrify(
-                    f"""SELECT EXISTS((SELECT 1
+                query = cur.mogrify("""SELECT EXISTS((SELECT 1
                                FROM public.projects AS p
                                         LEFT JOIN LATERAL ( SELECT 1
                                                             FROM public.sessions
@@ -39,35 +36,26 @@ def get_state(tenant_id):
                                        OR p.metadata_8 IS NOT NULL OR p.metadata_9 IS NOT NULL
                                        OR p.metadata_10 IS NOT NULL )
                                    )) AS exists;""",
-                    {"tenant_id": tenant_id},
-                )
+                                    {"tenant_id": tenant_id})
                 cur.execute(query)
 
                 meta = cur.fetchone()["exists"]
 
     return [
-        {
-            "task": "Install OpenReplay",
-            "done": recorded,
-            "URL": "https://docs.openreplay.com/getting-started/quick-start",
-        },
-        {
-            "task": "Identify Users",
-            "done": meta,
-            "URL": "https://docs.openreplay.com/data-privacy-security/metadata",
-        },
-        {
-            "task": "Invite Team Members",
-            "done": len(users.get_members(tenant_id=tenant_id)) > 1,
-            "URL": "https://app.openreplay.com/client/manage-users",
-        },
-        {
-            "task": "Integrations",
-            "done": len(datadog.get_all(tenant_id=tenant_id)) > 0
-            or len(sentry.get_all(tenant_id=tenant_id)) > 0
-            or len(stackdriver.get_all(tenant_id=tenant_id)) > 0,
-            "URL": "https://docs.openreplay.com/integrations",
-        },
+        {"task": "Install OpenReplay",
+         "done": recorded,
+         "URL": "https://docs.openreplay.com/getting-started/quick-start"},
+        {"task": "Identify Users",
+         "done": meta,
+         "URL": "https://docs.openreplay.com/data-privacy-security/metadata"},
+        {"task": "Invite Team Members",
+         "done": len(users.get_members(tenant_id=tenant_id)) > 1,
+         "URL": "https://app.openreplay.com/client/manage-users"},
+        {"task": "Integrations",
+         "done": len(datadog.get_all(tenant_id=tenant_id)) > 0 \
+                 or len(sentry.get_all(tenant_id=tenant_id)) > 0 \
+                 or len(stackdriver.get_all(tenant_id=tenant_id)) > 0,
+         "URL": "https://docs.openreplay.com/integrations"}
     ]
 
 
@@ -78,26 +66,21 @@ def get_state_installing(tenant_id):
 
         if len(pids) > 0:
             cur.execute(
-                cur.mogrify(
-                    """SELECT EXISTS((  SELECT 1
+                cur.mogrify("""SELECT EXISTS((  SELECT 1
                                                 FROM public.sessions AS s
                                                 WHERE s.project_id IN %(ids)s)) AS exists;""",
-                    {"ids": tuple(pids)},
-                )
+                            {"ids": tuple(pids)})
             )
             recorded = cur.fetchone()["exists"]
 
-    return {
-        "task": "Install OpenReplay",
-        "done": recorded,
-        "URL": "https://docs.openreplay.com/getting-started/quick-start",
-    }
+    return {"task": "Install OpenReplay",
+            "done": recorded,
+            "URL": "https://docs.openreplay.com/getting-started/quick-start"}
 
 
 def get_state_identify_users(tenant_id):
     with pg_client.PostgresClient() as cur:
-        query = cur.mogrify(
-            f"""SELECT EXISTS((SELECT 1
+        query = cur.mogrify(f"""SELECT EXISTS((SELECT 1
                                        FROM public.projects AS p
                                                 LEFT JOIN LATERAL ( SELECT 1
                                                                     FROM public.sessions
@@ -112,32 +95,25 @@ def get_state_identify_users(tenant_id):
                                                OR p.metadata_8 IS NOT NULL OR p.metadata_9 IS NOT NULL
                                                OR p.metadata_10 IS NOT NULL )
                                            )) AS exists;""",
-            {"tenant_id": tenant_id},
-        )
+                            {"tenant_id": tenant_id})
         cur.execute(query)
 
         meta = cur.fetchone()["exists"]
 
-    return {
-        "task": "Identify Users",
-        "done": meta,
-        "URL": "https://docs.openreplay.com/data-privacy-security/metadata",
-    }
+    return {"task": "Identify Users",
+            "done": meta,
+            "URL": "https://docs.openreplay.com/data-privacy-security/metadata"}
 
 
 def get_state_manage_users(tenant_id):
-    return {
-        "task": "Invite Team Members",
-        "done": len(users.get_members(tenant_id=tenant_id)) > 1,
-        "URL": "https://app.openreplay.com/client/manage-users",
-    }
+    return {"task": "Invite Team Members",
+            "done": len(users.get_members(tenant_id=tenant_id)) > 1,
+            "URL": "https://app.openreplay.com/client/manage-users"}
 
 
 def get_state_integrations(tenant_id):
-    return {
-        "task": "Integrations",
-        "done": len(datadog.get_all(tenant_id=tenant_id)) > 0
-        or len(sentry.get_all(tenant_id=tenant_id)) > 0
-        or len(stackdriver.get_all(tenant_id=tenant_id)) > 0,
-        "URL": "https://docs.openreplay.com/integrations",
-    }
+    return {"task": "Integrations",
+            "done": len(datadog.get_all(tenant_id=tenant_id)) > 0 \
+                    or len(sentry.get_all(tenant_id=tenant_id)) > 0 \
+                    or len(stackdriver.get_all(tenant_id=tenant_id)) > 0,
+            "URL": "https://docs.openreplay.com/integrations"}

api/chalicelib/core/errors/__init__.py

@@ -4,10 +4,10 @@ from decouple import config
 
 logger = logging.getLogger(__name__)
 
-from . import errors_pg as errors_legacy
+from . import errors as errors_legacy
 
 if config("EXP_ERRORS_SEARCH", cast=bool, default=False):
     logger.info(">>> Using experimental error search")
     from . import errors_ch as errors
 else:
-    from . import errors_pg as errors
+    from . import errors

api/chalicelib/core/errors/errors.py

@@ -1,8 +1,7 @@
 import json
-from typing import List
+from typing import Optional, List
 
 import schemas
-from chalicelib.core.errors.modules import errors_helper
 from chalicelib.core.sessions import sessions_search
 from chalicelib.core.sourcemaps import sourcemaps
 from chalicelib.utils import pg_client, helper
@@ -52,6 +51,27 @@ def get_batch(error_ids):
         return helper.list_to_camel_case(errors)
 
 
+def __get_basic_constraints(platform: Optional[schemas.PlatformType] = None, time_constraint: bool = True,
+                            startTime_arg_name: str = "startDate", endTime_arg_name: str = "endDate",
+                            chart: bool = False, step_size_name: str = "step_size",
+                            project_key: Optional[str] = "project_id"):
+    if project_key is None:
+        ch_sub_query = []
+    else:
+        ch_sub_query = [f"{project_key} =%(project_id)s"]
+    if time_constraint:
+        ch_sub_query += [f"timestamp >= %({startTime_arg_name})s",
+                         f"timestamp < %({endTime_arg_name})s"]
+    if chart:
+        ch_sub_query += [f"timestamp >=  generated_timestamp",
+                         f"timestamp <  generated_timestamp + %({step_size_name})s"]
+    if platform == schemas.PlatformType.MOBILE:
+        ch_sub_query.append("user_device_type = 'mobile'")
+    elif platform == schemas.PlatformType.DESKTOP:
+        ch_sub_query.append("user_device_type = 'desktop'")
+    return ch_sub_query
+
+
 def __get_sort_key(key):
     return {
         schemas.ErrorSort.OCCURRENCE: "max_datetime",
@@ -60,7 +80,7 @@ def __get_sort_key(key):
     }.get(key, 'max_datetime')
 
 
-def search(data: schemas.SearchErrorsSchema, project: schemas.ProjectContext, user_id):
+def search(data: schemas.SearchErrorsSchema, project_id, user_id):
     empty_response = {
         'total': 0,
         'errors': []
@@ -70,13 +90,12 @@ def search(data: schemas.SearchErrorsSchema, project: schemas.ProjectContext, us
     for f in data.filters:
         if f.type == schemas.FilterType.PLATFORM and len(f.value) > 0:
             platform = f.value[0]
-    pg_sub_query = errors_helper.__get_basic_constraints(platform, project_key="sessions.project_id")
+    pg_sub_query = __get_basic_constraints(platform, project_key="sessions.project_id")
     pg_sub_query += ["sessions.start_ts>=%(startDate)s", "sessions.start_ts<%(endDate)s", "source ='js_exception'",
                      "pe.project_id=%(project_id)s"]
     # To ignore Script error
     pg_sub_query.append("pe.message!='Script error.'")
-    pg_sub_query_chart = errors_helper.__get_basic_constraints(platform, time_constraint=False, chart=True,
-                                                               project_key=None)
+    pg_sub_query_chart = __get_basic_constraints(platform, time_constraint=False, chart=True, project_key=None)
     if platform:
         pg_sub_query_chart += ["start_ts>=%(startDate)s", "start_ts<%(endDate)s", "project_id=%(project_id)s"]
     pg_sub_query_chart.append("errors.error_id =details.error_id")
@@ -88,7 +107,7 @@ def search(data: schemas.SearchErrorsSchema, project: schemas.ProjectContext, us
         data.endTimestamp = TimeUTC.now(1)
     if len(data.events) > 0 or len(data.filters) > 0:
         print("-- searching for sessions before errors")
-        statuses = sessions_search.search_sessions(data=data, project=project, user_id=user_id, errors_only=True,
+        statuses = sessions_search.search_sessions(data=data, project_id=project_id, user_id=user_id, errors_only=True,
                                                    error_status=data.status)
         if len(statuses) == 0:
             return empty_response
@@ -106,7 +125,7 @@ def search(data: schemas.SearchErrorsSchema, project: schemas.ProjectContext, us
         params = {
             "startDate": data.startTimestamp,
             "endDate": data.endTimestamp,
-            "project_id": project.project_id,
+            "project_id": project_id,
             "userId": user_id,
             "step_size": step_size}
         if data.status != schemas.ErrorStatus.ALL:
@@ -188,7 +207,7 @@ def search(data: schemas.SearchErrorsSchema, project: schemas.ProjectContext, us
                     """SELECT error_id
                         FROM public.errors 
                         WHERE project_id = %(project_id)s AND error_id IN %(error_ids)s;""",
-                    {"project_id": project.project_id, "error_ids": tuple([r["error_id"] for r in rows]),
+                    {"project_id": project_id, "error_ids": tuple([r["error_id"] for r in rows]),
                      "user_id": user_id})
                 cur.execute(query=query)
                 statuses = helper.list_to_camel_case(cur.fetchall())

api/chalicelib/core/errors/errors_ch.py

@@ -1,11 +1,11 @@
 import schemas
 from chalicelib.core import metadata
-from chalicelib.core.errors import errors_legacy
-from chalicelib.core.errors.modules import errors_helper
 from chalicelib.core.errors.modules import sessions
+from chalicelib.core.metrics import metrics
 from chalicelib.utils import ch_client, exp_ch_helper
 from chalicelib.utils import helper, metrics_helper
 from chalicelib.utils.TimeUTC import TimeUTC
+from . import errors as errors_legacy
 
 
 def _multiple_values(values, value_key="value"):
@@ -62,6 +62,25 @@ def get_batch(error_ids):
     return errors_legacy.get_batch(error_ids=error_ids)
 
 
+def __get_basic_constraints(platform=None, time_constraint=True, startTime_arg_name="startDate",
+                            endTime_arg_name="endDate", type_condition=True, project_key="project_id", table_name=None):
+    ch_sub_query = [f"{project_key} =toUInt16(%(project_id)s)"]
+    if table_name is not None:
+        table_name = table_name + "."
+    else:
+        table_name = ""
+    if type_condition:
+        ch_sub_query.append(f"{table_name}`$event_name`='ERROR'")
+    if time_constraint:
+        ch_sub_query += [f"{table_name}datetime >= toDateTime(%({startTime_arg_name})s/1000)",
+                         f"{table_name}datetime < toDateTime(%({endTime_arg_name})s/1000)"]
+    if platform == schemas.PlatformType.MOBILE:
+        ch_sub_query.append("user_device_type = 'mobile'")
+    elif platform == schemas.PlatformType.DESKTOP:
+        ch_sub_query.append("user_device_type = 'desktop'")
+    return ch_sub_query
+
+
 def __get_basic_constraints_events(platform=None, time_constraint=True, startTime_arg_name="startDate",
                                    endTime_arg_name="endDate", type_condition=True, project_key="project_id",
                                    table_name=None):
@@ -90,7 +109,7 @@ def __get_sort_key(key):
     }.get(key, 'max_datetime')
 
 
-def search(data: schemas.SearchErrorsSchema, project: schemas.ProjectContext, user_id):
+def search(data: schemas.SearchErrorsSchema, project_id, user_id):
     MAIN_EVENTS_TABLE = exp_ch_helper.get_main_events_table(data.startTimestamp)
     MAIN_SESSIONS_TABLE = exp_ch_helper.get_main_sessions_table(data.startTimestamp)
 
@@ -98,7 +117,7 @@ def search(data: schemas.SearchErrorsSchema, project: schemas.ProjectContext, us
     for f in data.filters:
         if f.type == schemas.FilterType.PLATFORM and len(f.value) > 0:
             platform = f.value[0]
-    ch_sessions_sub_query = errors_helper.__get_basic_constraints_ch(platform, type_condition=False)
+    ch_sessions_sub_query = __get_basic_constraints(platform, type_condition=False)
     # ignore platform for errors table
     ch_sub_query = __get_basic_constraints_events(None, type_condition=True)
     ch_sub_query.append("JSONExtractString(toString(`$properties`), 'source') = 'js_exception'")
@@ -130,8 +149,7 @@ def search(data: schemas.SearchErrorsSchema, project: schemas.ProjectContext, us
         if len(data.events) > errors_condition_count:
             subquery_part_args, subquery_part = sessions.search_query_parts_ch(data=data, error_status=data.status,
                                                                                errors_only=True,
-                                                                               project_id=project.project_id,
-                                                                               user_id=user_id,
+                                                                               project_id=project_id, user_id=user_id,
                                                                                issue=None,
                                                                                favorite_only=False)
             subquery_part = f"INNER JOIN {subquery_part} USING(session_id)"
@@ -233,7 +251,7 @@ def search(data: schemas.SearchErrorsSchema, project: schemas.ProjectContext, us
             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.project_id)
+                    meta_keys = metadata.get(project_id=project_id)
                     meta_keys = {m["key"]: m["index"] for m in meta_keys}
                 if f.source in meta_keys.keys():
                     if is_any:
@@ -310,7 +328,7 @@ def search(data: schemas.SearchErrorsSchema, project: schemas.ProjectContext, us
             **params,
             "startDate": data.startTimestamp,
             "endDate": data.endTimestamp,
-            "project_id": project.project_id,
+            "project_id": project_id,
             "userId": user_id,
             "step_size": step_size}
         if data.limit is not None and data.page is not None:
@@ -338,14 +356,14 @@ 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 error_id,
+                FROM (SELECT JSONExtractString(toString(`$properties`), 'error_id') AS 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 error_id) 
+                             COUNT(DISTINCT JSONExtractString(toString(`$properties`), 'error_id')) 
                                 OVER() AS total
                       FROM {MAIN_EVENTS_TABLE} AS events
                             INNER JOIN (SELECT session_id, coalesce(user_id,toString(user_uuid)) AS user_id 
@@ -357,7 +375,7 @@ def search(data: schemas.SearchErrorsSchema, project: schemas.ProjectContext, us
                       GROUP BY error_id, name, message
                       ORDER BY {sort} {order}
                       LIMIT %(errors_limit)s OFFSET %(errors_offset)s) AS details 
-                        INNER JOIN (SELECT error_id, 
+                        INNER JOIN (SELECT JSONExtractString(toString(`$properties`), 'error_id') AS error_id, 
                                             toUnixTimestamp(MAX(created_at))*1000 AS last_occurrence, 
                                             toUnixTimestamp(MIN(created_at))*1000 AS first_occurrence
                                      FROM {MAIN_EVENTS_TABLE}
@@ -366,14 +384,11 @@ 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 error_id, 
-                                 gs.generate_series AS timestamp,
+                    FROM (SELECT JSONExtractString(toString(`$properties`), 'error_id') AS error_id, 
+                                 toUnixTimestamp(toStartOfInterval(created_at, INTERVAL %(step_size)s second)) * 1000 AS timestamp,
                                  COUNT(DISTINCT session_id) AS count
-                            FROM generate_series(%(startDate)s, %(endDate)s, %(step_size)s) AS gs
-                                    LEFT JOIN {MAIN_EVENTS_TABLE} ON(TRUE)
+                            FROM {MAIN_EVENTS_TABLE}
                             WHERE {" AND ".join(ch_sub_query)}
-                                AND created_at >= toDateTime(timestamp / 1000)
-                                AND created_at < toDateTime((timestamp + %(step_size)s) / 1000)
                             GROUP BY error_id, timestamp
                             ORDER BY timestamp) AS sub_table
                             GROUP BY error_id) AS chart_details ON details.error_id=chart_details.error_id;"""
@@ -383,14 +398,16 @@ def search(data: schemas.SearchErrorsSchema, project: schemas.ProjectContext, us
         # print("------------")
         query = ch.format(query=main_ch_query, parameters=params)
 
-        rows = ch.execute(query=query)
+        rows = ch.execute(query)
         total = rows[0]["total"] if len(rows) > 0 else 0
 
     for r in rows:
         r["chart"] = list(r["chart"])
         for i in range(len(r["chart"])):
             r["chart"][i] = {"timestamp": r["chart"][i][0], "count": r["chart"][i][1]}
-
+        r["chart"] = metrics.__complete_missing_steps(rows=r["chart"], start_time=data.startTimestamp,
+                                                      end_time=data.endTimestamp,
+                                                      density=data.density, neutral={"count": 0})
     return {
         'total': total,
         'errors': helper.list_to_camel_case(rows)

api/chalicelib/core/errors/errors_details.py

@@ -1,5 +1,5 @@
-from chalicelib.core.errors.modules import errors_helper
-
+from chalicelib.core.errors import errors_legacy as errors
+from chalicelib.utils import errors_helper
 from chalicelib.utils import pg_client, helper
 from chalicelib.utils.TimeUTC import TimeUTC
 from chalicelib.utils.metrics_helper import get_step_size
@@ -40,29 +40,26 @@ def __process_tags(row):
 
 
 def get_details(project_id, error_id, user_id, **data):
-    pg_sub_query24 = errors_helper.__get_basic_constraints(time_constraint=False, chart=True,
-                                                           step_size_name="step_size24")
+    pg_sub_query24 = errors.__get_basic_constraints(time_constraint=False, chart=True, step_size_name="step_size24")
     pg_sub_query24.append("error_id = %(error_id)s")
-    pg_sub_query30_session = errors_helper.__get_basic_constraints(time_constraint=True, chart=False,
-                                                                   startTime_arg_name="startDate30",
-                                                                   endTime_arg_name="endDate30",
-                                                                   project_key="sessions.project_id")
+    pg_sub_query30_session = errors.__get_basic_constraints(time_constraint=True, chart=False,
+                                                            startTime_arg_name="startDate30",
+                                                            endTime_arg_name="endDate30",
+                                                            project_key="sessions.project_id")
     pg_sub_query30_session.append("sessions.start_ts >= %(startDate30)s")
     pg_sub_query30_session.append("sessions.start_ts <= %(endDate30)s")
     pg_sub_query30_session.append("error_id = %(error_id)s")
-    pg_sub_query30_err = errors_helper.__get_basic_constraints(time_constraint=True, chart=False,
-                                                               startTime_arg_name="startDate30",
-                                                               endTime_arg_name="endDate30",
-                                                               project_key="errors.project_id")
+    pg_sub_query30_err = errors.__get_basic_constraints(time_constraint=True, chart=False,
+                                                        startTime_arg_name="startDate30",
+                                                        endTime_arg_name="endDate30", project_key="errors.project_id")
     pg_sub_query30_err.append("sessions.project_id = %(project_id)s")
     pg_sub_query30_err.append("sessions.start_ts >= %(startDate30)s")
     pg_sub_query30_err.append("sessions.start_ts <= %(endDate30)s")
     pg_sub_query30_err.append("error_id = %(error_id)s")
     pg_sub_query30_err.append("source ='js_exception'")
-    pg_sub_query30 = errors_helper.__get_basic_constraints(time_constraint=False, chart=True,
-                                                           step_size_name="step_size30")
+    pg_sub_query30 = errors.__get_basic_constraints(time_constraint=False, chart=True, step_size_name="step_size30")
     pg_sub_query30.append("error_id = %(error_id)s")
-    pg_basic_query = errors_helper.__get_basic_constraints(time_constraint=False)
+    pg_basic_query = errors.__get_basic_constraints(time_constraint=False)
     pg_basic_query.append("error_id = %(error_id)s")
     with pg_client.PostgresClient() as cur:
         data["startDate24"] = TimeUTC.now(-1)
@@ -98,7 +95,8 @@ def get_details(project_id, error_id, user_id, **data):
                device_partition,
                country_partition,
                chart24,
-               chart30
+               chart30,
+               custom_tags
         FROM (SELECT error_id,
                      name,
                      message,
@@ -113,8 +111,15 @@ def get_details(project_id, error_id, user_id, **data):
                                     MIN(timestamp) AS first_occurrence
                              FROM events.errors
                              WHERE error_id = %(error_id)s) AS time_details ON (TRUE)
-                 INNER JOIN (SELECT session_id AS last_session_id
+                 INNER JOIN (SELECT session_id AS last_session_id,
+                                    coalesce(custom_tags, '[]')::jsonb AS custom_tags
                              FROM events.errors
+                             LEFT JOIN LATERAL (
+                                    SELECT jsonb_agg(jsonb_build_object(errors_tags.key, errors_tags.value)) AS custom_tags
+                                    FROM errors_tags
+                                    WHERE errors_tags.error_id = %(error_id)s
+                                      AND errors_tags.session_id = errors.session_id
+                                      AND errors_tags.message_id = errors.message_id) AS errors_tags ON (TRUE)
                              WHERE error_id = %(error_id)s
                              ORDER BY errors.timestamp DESC
                              LIMIT 1) AS last_session_details ON (TRUE)

api/chalicelib/core/errors/modules/__init__.py

@@ -3,9 +3,8 @@ import logging
 from decouple import config
 
 logger = logging.getLogger(__name__)
-from . import helper as errors_helper
 
 if config("EXP_ERRORS_SEARCH", cast=bool, default=False):
-    import chalicelib.core.sessions.sessions_ch as sessions
+    from chalicelib.core.sessions import sessions_ch as sessions
 else:
-    import chalicelib.core.sessions.sessions_pg as sessions
+    from chalicelib.core.sessions import sessions

api/chalicelib/core/errors/modules/helper.py

@@ -1,58 +0,0 @@
-from typing import Optional
-
-import schemas
-from chalicelib.core.sourcemaps import sourcemaps
-
-
-def __get_basic_constraints(platform: Optional[schemas.PlatformType] = None, time_constraint: bool = True,
-                            startTime_arg_name: str = "startDate", endTime_arg_name: str = "endDate",
-                            chart: bool = False, step_size_name: str = "step_size",
-                            project_key: Optional[str] = "project_id"):
-    if project_key is None:
-        ch_sub_query = []
-    else:
-        ch_sub_query = [f"{project_key} =%(project_id)s"]
-    if time_constraint:
-        ch_sub_query += [f"timestamp >= %({startTime_arg_name})s",
-                         f"timestamp < %({endTime_arg_name})s"]
-    if chart:
-        ch_sub_query += [f"timestamp >=  generated_timestamp",
-                         f"timestamp <  generated_timestamp + %({step_size_name})s"]
-    if platform == schemas.PlatformType.MOBILE:
-        ch_sub_query.append("user_device_type = 'mobile'")
-    elif platform == schemas.PlatformType.DESKTOP:
-        ch_sub_query.append("user_device_type = 'desktop'")
-    return ch_sub_query
-
-
-def __get_basic_constraints_ch(platform=None, time_constraint=True, startTime_arg_name="startDate",
-                               endTime_arg_name="endDate", type_condition=True, project_key="project_id",
-                               table_name=None):
-    ch_sub_query = [f"{project_key} =toUInt16(%(project_id)s)"]
-    if table_name is not None:
-        table_name = table_name + "."
-    else:
-        table_name = ""
-    if type_condition:
-        ch_sub_query.append(f"{table_name}`$event_name`='ERROR'")
-    if time_constraint:
-        ch_sub_query += [f"{table_name}datetime >= toDateTime(%({startTime_arg_name})s/1000)",
-                         f"{table_name}datetime < toDateTime(%({endTime_arg_name})s/1000)"]
-    if platform == schemas.PlatformType.MOBILE:
-        ch_sub_query.append("user_device_type = 'mobile'")
-    elif platform == schemas.PlatformType.DESKTOP:
-        ch_sub_query.append("user_device_type = 'desktop'")
-    return ch_sub_query
-
-
-def format_first_stack_frame(error):
-    error["stack"] = sourcemaps.format_payload(error.pop("payload"), truncate_to_first=True)
-    for s in error["stack"]:
-        for c in s.get("context", []):
-            for sci, sc in enumerate(c):
-                if isinstance(sc, str) and len(sc) > 1000:
-                    c[sci] = sc[:1000]
-        # convert bytes to string:
-        if isinstance(s["filename"], bytes):
-            s["filename"] = s["filename"].decode("utf-8")
-    return error

api/chalicelib/core/events.py

@@ -1,9 +1,8 @@
-from functools import cache
 from typing import Optional
 
 import schemas
-from chalicelib.core import issues
 from chalicelib.core.autocomplete import autocomplete
+from chalicelib.core import issues
 from chalicelib.core.sessions import sessions_metas
 from chalicelib.utils import pg_client, helper
 from chalicelib.utils.TimeUTC import TimeUTC
@@ -138,57 +137,52 @@ class EventType:
                          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),
+SUPPORTED_TYPES = {
+    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.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),
+                                                        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.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,
+                                                       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),
-        #     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):
@@ -208,17 +202,20 @@ 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():
+    if event_type in SUPPORTED_TYPES.keys():
+        rows = SUPPORTED_TYPES[event_type].get(project_id=project_id, value=text, key=key, source=source)
+        # for IOS events autocomplete
+        # if event_type + "_IOS" in SUPPORTED_TYPES.keys():
+        #     rows += SUPPORTED_TYPES[event_type + "_IOS"].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():
+            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():
+            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"]}

api/chalicelib/core/health.py

@@ -27,6 +27,7 @@ HEALTH_ENDPOINTS = {
     "http": app_connection_string("http-openreplay", 8888, "metrics"),
     "ingress-nginx": app_connection_string("ingress-nginx-openreplay", 80, "healthz"),
     "integrations": app_connection_string("integrations-openreplay", 8888, "metrics"),
+    "peers": app_connection_string("peers-openreplay", 8888, "health"),
     "sink": app_connection_string("sink-openreplay", 8888, "metrics"),
     "sourcemapreader": app_connection_string(
         "sourcemapreader-openreplay", 8888, "health"
@@ -38,7 +39,9 @@ HEALTH_ENDPOINTS = {
 def __check_database_pg(*_):
     fail_response = {
         "health": False,
-        "details": {"errors": ["Postgres health-check failed"]},
+        "details": {
+            "errors": ["Postgres health-check failed"]
+        }
     }
     with pg_client.PostgresClient() as cur:
         try:
@@ -60,26 +63,29 @@ def __check_database_pg(*_):
         "details": {
             # "version": server_version["server_version"],
             # "schema": schema_version["version"]
-        },
+        }
     }
 
 
 def __always_healthy(*_):
-    return {"health": True, "details": {}}
+    return {
+        "health": True,
+        "details": {}
+    }
 
 
 def __check_be_service(service_name):
     def fn(*_):
         fail_response = {
             "health": False,
-            "details": {"errors": ["server health-check failed"]},
+            "details": {
+                "errors": ["server health-check failed"]
+            }
         }
         try:
             results = requests.get(HEALTH_ENDPOINTS.get(service_name), timeout=2)
             if results.status_code != 200:
-                logger.error(
-                    f"!! issue with the {service_name}-health code:{results.status_code}"
-                )
+                logger.error(f"!! issue with the {service_name}-health code:{results.status_code}")
                 logger.error(results.text)
                 # fail_response["details"]["errors"].append(results.text)
                 return fail_response
@@ -97,7 +103,10 @@ def __check_be_service(service_name):
                 logger.error("couldn't get response")
                 # fail_response["details"]["errors"].append(str(e))
             return fail_response
-        return {"health": True, "details": {}}
+        return {
+            "health": True,
+            "details": {}
+        }
 
     return fn
 
@@ -105,7 +114,7 @@ def __check_be_service(service_name):
 def __check_redis(*_):
     fail_response = {
         "health": False,
-        "details": {"errors": ["server health-check failed"]},
+        "details": {"errors": ["server health-check failed"]}
     }
     if config("REDIS_STRING", default=None) is None:
         # fail_response["details"]["errors"].append("REDIS_STRING not defined in env-vars")
@@ -124,14 +133,16 @@ def __check_redis(*_):
         "health": True,
         "details": {
             # "version": r.execute_command('INFO')['redis_version']
-        },
+        }
     }
 
 
 def __check_SSL(*_):
     fail_response = {
         "health": False,
-        "details": {"errors": ["SSL Certificate health-check failed"]},
+        "details": {
+            "errors": ["SSL Certificate health-check failed"]
+        }
     }
     try:
         requests.get(config("SITE_URL"), verify=True, allow_redirects=True)
@@ -139,28 +150,36 @@ def __check_SSL(*_):
         logger.error("!! health failed: SSL Certificate")
         logger.exception(e)
         return fail_response
-    return {"health": True, "details": {}}
+    return {
+        "health": True,
+        "details": {}
+    }
 
 
 def __get_sessions_stats(*_):
     with pg_client.PostgresClient() as cur:
         constraints = ["projects.deleted_at IS NULL"]
-        query = cur.mogrify(
-            f"""SELECT COALESCE(SUM(sessions_count),0) AS s_c,
+        query = cur.mogrify(f"""SELECT COALESCE(SUM(sessions_count),0) AS s_c,
                                        COALESCE(SUM(events_count),0) AS e_c
                                 FROM public.projects_stats
                                      INNER JOIN public.projects USING(project_id)
-                                WHERE {" AND ".join(constraints)};"""
-        )
+                                WHERE {" AND ".join(constraints)};""")
         cur.execute(query)
         row = cur.fetchone()
-    return {"numberOfSessionsCaptured": row["s_c"], "numberOfEventCaptured": row["e_c"]}
+    return {
+        "numberOfSessionsCaptured": row["s_c"],
+        "numberOfEventCaptured": row["e_c"]
+    }
 
 
 def get_health(tenant_id=None):
     health_map = {
-        "databases": {"postgres": __check_database_pg},
-        "ingestionPipeline": {"redis": __check_redis},
+        "databases": {
+            "postgres": __check_database_pg
+        },
+        "ingestionPipeline": {
+            "redis": __check_redis
+        },
         "backendServices": {
             "alerts": __check_be_service("alerts"),
             "assets": __check_be_service("assets"),
@@ -173,12 +192,13 @@ def get_health(tenant_id=None):
             "http": __check_be_service("http"),
             "ingress-nginx": __always_healthy,
             "integrations": __check_be_service("integrations"),
+            "peers": __check_be_service("peers"),
             "sink": __check_be_service("sink"),
             "sourcemapreader": __check_be_service("sourcemapreader"),
-            "storage": __check_be_service("storage"),
+            "storage": __check_be_service("storage")
         },
         "details": __get_sessions_stats,
-        "ssl": __check_SSL,
+        "ssl": __check_SSL
     }
     return __process_health(health_map=health_map)
 
@@ -190,16 +210,10 @@ def __process_health(health_map):
             response.pop(parent_key)
         elif isinstance(health_map[parent_key], dict):
             for element_key in health_map[parent_key]:
-                if config(
-                    f"SKIP_H_{parent_key.upper()}_{element_key.upper()}",
-                    cast=bool,
-                    default=False,
-                ):
+                if config(f"SKIP_H_{parent_key.upper()}_{element_key.upper()}", cast=bool, default=False):
                     response[parent_key].pop(element_key)
                 else:
-                    response[parent_key][element_key] = health_map[parent_key][
-                        element_key
-                    ]()
+                    response[parent_key][element_key] = health_map[parent_key][element_key]()
         else:
             response[parent_key] = health_map[parent_key]()
     return response
@@ -207,8 +221,7 @@ def __process_health(health_map):
 
 def cron():
     with pg_client.PostgresClient() as cur:
-        query = cur.mogrify(
-            """SELECT projects.project_id,
+        query = cur.mogrify("""SELECT projects.project_id,
                                       projects.created_at,
                                       projects.sessions_last_check_at,
                                       projects.first_recorded_session_at,
@@ -216,8 +229,7 @@ def cron():
                                 FROM public.projects
                                      LEFT JOIN public.projects_stats USING (project_id)
                                 WHERE projects.deleted_at IS NULL
-                                ORDER BY project_id;"""
-        )
+                                ORDER BY project_id;""")
         cur.execute(query)
         rows = cur.fetchall()
         for r in rows:
@@ -238,24 +250,20 @@ def cron():
                 count_start_from = r["last_update_at"]
 
             count_start_from = TimeUTC.datetime_to_timestamp(count_start_from)
-            params = {
-                "project_id": r["project_id"],
-                "start_ts": count_start_from,
-                "end_ts": TimeUTC.now(),
-                "sessions_count": 0,
-                "events_count": 0,
-            }
+            params = {"project_id": r["project_id"],
+                      "start_ts": count_start_from,
+                      "end_ts": TimeUTC.now(),
+                      "sessions_count": 0,
+                      "events_count": 0}
 
-            query = cur.mogrify(
-                """SELECT COUNT(1) AS sessions_count,
+            query = cur.mogrify("""SELECT COUNT(1) AS sessions_count,
                                           COALESCE(SUM(events_count),0) AS events_count
                                    FROM public.sessions
                                    WHERE project_id=%(project_id)s
                                       AND start_ts>=%(start_ts)s
                                       AND start_ts<=%(end_ts)s
                                       AND duration IS NOT NULL;""",
-                params,
-            )
+                                params)
             cur.execute(query)
             row = cur.fetchone()
             if row is not None:
@@ -263,68 +271,56 @@ def cron():
                 params["events_count"] = row["events_count"]
 
             if insert:
-                query = cur.mogrify(
-                    """INSERT INTO public.projects_stats(project_id, sessions_count, events_count, last_update_at)
+                query = cur.mogrify("""INSERT INTO public.projects_stats(project_id, sessions_count, events_count, last_update_at)
                                        VALUES (%(project_id)s, %(sessions_count)s, %(events_count)s, (now() AT TIME ZONE 'utc'::text));""",
-                    params,
-                )
+                                    params)
             else:
-                query = cur.mogrify(
-                    """UPDATE public.projects_stats
+                query = cur.mogrify("""UPDATE public.projects_stats
                                        SET sessions_count=sessions_count+%(sessions_count)s,
                                            events_count=events_count+%(events_count)s,
                                            last_update_at=(now() AT TIME ZONE 'utc'::text)
                                        WHERE project_id=%(project_id)s;""",
-                    params,
-                )
+                                    params)
             cur.execute(query)
 
 
 # this cron is used to correct the sessions&events count every week
 def weekly_cron():
     with pg_client.PostgresClient(long_query=True) as cur:
-        query = cur.mogrify(
-            """SELECT project_id,
+        query = cur.mogrify("""SELECT project_id,
                                       projects_stats.last_update_at
                                FROM public.projects
                                     LEFT JOIN public.projects_stats USING (project_id)
                                WHERE projects.deleted_at IS NULL
-                               ORDER BY project_id;"""
-        )
+                               ORDER BY project_id;""")
         cur.execute(query)
         rows = cur.fetchall()
         for r in rows:
             if r["last_update_at"] is None:
                 continue
 
-            params = {
-                "project_id": r["project_id"],
-                "end_ts": TimeUTC.now(),
-                "sessions_count": 0,
-                "events_count": 0,
-            }
+            params = {"project_id": r["project_id"],
+                      "end_ts": TimeUTC.now(),
+                      "sessions_count": 0,
+                      "events_count": 0}
 
-            query = cur.mogrify(
-                """SELECT COUNT(1) AS sessions_count,
+            query = cur.mogrify("""SELECT COUNT(1) AS sessions_count,
                                           COALESCE(SUM(events_count),0) AS events_count
                                    FROM public.sessions
                                    WHERE project_id=%(project_id)s
                                       AND start_ts<=%(end_ts)s
                                       AND duration IS NOT NULL;""",
-                params,
-            )
+                                params)
             cur.execute(query)
             row = cur.fetchone()
             if row is not None:
                 params["sessions_count"] = row["sessions_count"]
                 params["events_count"] = row["events_count"]
 
-            query = cur.mogrify(
-                """UPDATE public.projects_stats
+            query = cur.mogrify("""UPDATE public.projects_stats
                                    SET sessions_count=%(sessions_count)s,
                                        events_count=%(events_count)s,
                                        last_update_at=(now() AT TIME ZONE 'utc'::text)
                                    WHERE project_id=%(project_id)s;""",
-                params,
-            )
+                                params)
             cur.execute(query)

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())
@@ -95,9 +95,10 @@ 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})
             )
@@ -111,10 +112,9 @@ 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/log_tools/bugsnag.py

@@ -1,5 +1,6 @@
+from chalicelib.core import log_tools
 import requests
-from chalicelib.core.log_tools import log_tools
+
 from schemas import schemas
 
 IN_TY = "bugsnag"

api/chalicelib/core/log_tools/cloudwatch.py

@@ -1,5 +1,5 @@
 import boto3
-from chalicelib.core.log_tools import log_tools
+from chalicelib.core import log_tools
 from schemas import schemas
 
 IN_TY = "cloudwatch"

api/chalicelib/core/log_tools/datadog.py

@@ -1,4 +1,4 @@
-from chalicelib.core.log_tools import log_tools
+from chalicelib.core import log_tools
 from schemas import schemas
 
 IN_TY = "datadog"

api/chalicelib/core/log_tools/elasticsearch.py

@@ -1,7 +1,8 @@
 import logging
 
-from chalicelib.core.log_tools import log_tools
 from elasticsearch import Elasticsearch
+
+from chalicelib.core import log_tools
 from schemas import schemas
 
 logger = logging.getLogger(__name__)

api/chalicelib/core/log_tools/log_tools.py

@@ -1,7 +1,6 @@
-import json
-
-from chalicelib.core.modules import TENANT_CONDITION
 from chalicelib.utils import pg_client, helper
+import json
+from chalicelib.core.modules import TENANT_CONDITION
 
 EXCEPT = ["jira_server", "jira_cloud"]
 

api/chalicelib/core/log_tools/newrelic.py

@@ -1,4 +1,4 @@
-from chalicelib.core.log_tools import log_tools
+from chalicelib.core import log_tools
 from schemas import schemas
 
 IN_TY = "newrelic"

api/chalicelib/core/log_tools/rollbar.py

@@ -1,4 +1,4 @@
-from chalicelib.core.log_tools import log_tools
+from chalicelib.core import log_tools
 from schemas import schemas
 
 IN_TY = "rollbar"

api/chalicelib/core/log_tools/sentry.py

@@ -1,5 +1,5 @@
 import requests
-from chalicelib.core.log_tools import log_tools
+from chalicelib.core import log_tools
 from schemas import schemas
 
 IN_TY = "sentry"

api/chalicelib/core/log_tools/stackdriver.py

@@ -1,4 +1,4 @@
-from chalicelib.core.log_tools import log_tools
+from chalicelib.core import log_tools
 from schemas import schemas
 
 IN_TY = "stackdriver"

api/chalicelib/core/log_tools/sumologic.py

@@ -1,4 +1,4 @@
-from chalicelib.core.log_tools import log_tools
+from chalicelib.core import log_tools
 from schemas import schemas
 
 IN_TY = "sumologic"

api/chalicelib/core/metadata.py

@@ -98,23 +98,17 @@ def __edit(project_id, col_index, colname, new_name):
     if col_index not in list(old_metas.keys()):
         return {"errors": ["custom field not found"]}
 
-    if old_metas[col_index]["key"] != new_name:
-        with pg_client.PostgresClient() as cur:
+    with pg_client.PostgresClient() as cur:
+        if old_metas[col_index]["key"] != new_name:
             query = cur.mogrify(f"""UPDATE public.projects 
                                     SET {colname} = %(value)s 
                                     WHERE project_id = %(project_id)s 
                                         AND deleted_at ISNULL
-                                    RETURNING {colname}, 
-                                        (SELECT {colname} FROM projects WHERE project_id = %(project_id)s) AS old_{colname};""",
+                                    RETURNING {colname};""",
                                 {"project_id": project_id, "value": new_name})
             cur.execute(query=query)
-            row = cur.fetchone()
-            new_name = row[colname]
-            old_name = row['old_' + colname]
+            new_name = cur.fetchone()[colname]
             old_metas[col_index]["key"] = new_name
-            projects.rename_metadata_condition(project_id=project_id,
-                                               old_metadata_key=old_name,
-                                               new_metadata_key=new_name)
     return {"data": old_metas[col_index]}
 
 
@@ -127,8 +121,8 @@ def edit(tenant_id, project_id, index: int, new_name: str):
 def delete(tenant_id, project_id, index: int):
     index = int(index)
     old_segments = get(project_id)
-    old_indexes = [k["index"] for k in old_segments]
-    if index not in old_indexes:
+    old_segments = [k["index"] for k in old_segments]
+    if index not in old_segments:
         return {"errors": ["custom field not found"]}
 
     with pg_client.PostgresClient() as cur:
@@ -138,8 +132,7 @@ def delete(tenant_id, project_id, index: int):
                                 WHERE project_id = %(project_id)s AND deleted_at ISNULL;""",
                             {"project_id": project_id})
         cur.execute(query=query)
-    projects.delete_metadata_condition(project_id=project_id,
-                                       metadata_key=old_segments[old_indexes.index(index)]["key"])
+
     return {"data": get(project_id)}
 
 

api/chalicelib/core/metrics/__init__.py

@@ -6,5 +6,10 @@ logger = logging.getLogger(__name__)
 
 if config("EXP_METRICS", cast=bool, default=False):
     logger.info(">>> Using experimental metrics")
+    from chalicelib.core.metrics import heatmaps_ch as heatmaps
+    from chalicelib.core.metrics import metrics_ch as metrics
+    from chalicelib.core.metrics import product_analytics_ch as product_analytics
 else:
-    pass
+    from chalicelib.core.metrics import heatmaps
+    from chalicelib.core.metrics import metrics
+    from chalicelib.core.metrics import product_analytics

api/chalicelib/core/metrics/custom_metrics.py

@@ -6,7 +6,7 @@ from fastapi import HTTPException, status
 import schemas
 from chalicelib.core import issues
 from chalicelib.core.errors import errors
-from chalicelib.core.metrics import heatmaps, product_analytics, funnels
+from chalicelib.core.metrics import heatmaps, product_analytics, funnels, custom_metrics_predefined
 from chalicelib.core.sessions import sessions, sessions_search
 from chalicelib.utils import helper, pg_client
 from chalicelib.utils.TimeUTC import TimeUTC
@@ -42,7 +42,7 @@ def __get_errors_list(project: schemas.ProjectContext, user_id, data: schemas.Ca
             "total": 0,
             "errors": []
         }
-    return errors.search(data.series[0].filter, project=project, user_id=user_id)
+    return errors.search(data.series[0].filter, project_id=project.project_id, user_id=user_id)
 
 
 def __get_sessions_list(project: schemas.ProjectContext, user_id, data: schemas.CardSchema):
@@ -52,11 +52,11 @@ def __get_sessions_list(project: schemas.ProjectContext, user_id, data: schemas.
             "total": 0,
             "sessions": []
         }
-    return sessions_search.search_sessions(data=data.series[0].filter, project=project, user_id=user_id)
+    return sessions_search.search_sessions(data=data.series[0].filter, project_id=project.project_id, user_id=user_id)
 
 
-def get_heat_map_chart(project: schemas.ProjectContext, user_id, data: schemas.CardHeatMap,
-                       include_mobs: bool = True):
+def __get_heat_map_chart(project: schemas.ProjectContext, user_id, data: schemas.CardHeatMap,
+                         include_mobs: bool = True):
     if len(data.series) == 0:
         return None
     data.series[0].filter.filters += data.series[0].filter.events
@@ -153,28 +153,33 @@ def __get_table_chart(project: schemas.ProjectContext, data: schemas.CardTable,
 
 
 def get_chart(project: schemas.ProjectContext, data: schemas.CardSchema, user_id: int):
+    if data.is_predefined:
+        return custom_metrics_predefined.get_metric(key=data.metric_of,
+                                                    project_id=project.project_id,
+                                                    data=data.model_dump())
+
     supported = {
         schemas.MetricType.TIMESERIES: __get_timeseries_chart,
         schemas.MetricType.TABLE: __get_table_chart,
-        schemas.MetricType.HEAT_MAP: get_heat_map_chart,
+        schemas.MetricType.HEAT_MAP: __get_heat_map_chart,
         schemas.MetricType.FUNNEL: __get_funnel_chart,
         schemas.MetricType.PATH_ANALYSIS: __get_path_analysis_chart
     }
     return supported.get(data.metric_type, not_supported)(project=project, data=data, user_id=user_id)
 
 
-def get_sessions_by_card_id(project: schemas.ProjectContext, user_id, metric_id, data: schemas.CardSessionsSchema):
-    if not card_exists(metric_id=metric_id, project_id=project.project_id, user_id=user_id):
+def get_sessions_by_card_id(project_id, user_id, metric_id, data: schemas.CardSessionsSchema):
+    if not card_exists(metric_id=metric_id, project_id=project_id, user_id=user_id):
         return None
     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_id=project_id, user_id=user_id)})
 
     return results
 
 
-def get_sessions(project: schemas.ProjectContext, user_id, data: schemas.CardSessionsSchema):
+def get_sessions(project_id, user_id, data: schemas.CardSessionsSchema):
     results = []
     if len(data.series) == 0:
         return results
@@ -184,12 +189,14 @@ 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_id=project_id, user_id=user_id)})
 
     return results
 
 
 def get_issues(project: schemas.ProjectContext, user_id: int, data: schemas.CardSchema):
+    if data.is_predefined:
+        return not_supported()
     if data.metric_of == schemas.MetricOfTable.ISSUES:
         return __get_table_of_issues(project=project, user_id=user_id, data=data)
     supported = {
@@ -201,12 +208,12 @@ def get_issues(project: schemas.ProjectContext, user_id: int, data: schemas.Card
     return supported.get(data.metric_type, not_supported)()
 
 
-def get_global_card_info(data: schemas.CardSchema):
+def __get_global_card_info(data: schemas.CardSchema):
     r = {"hideExcess": data.hide_excess, "compareTo": data.compare_to, "rows": data.rows}
     return r
 
 
-def get_path_analysis_card_info(data: schemas.CardPathAnalysis):
+def __get_path_analysis_card_info(data: schemas.CardPathAnalysis):
     r = {"start_point": [s.model_dump() for s in data.start_point],
          "start_type": data.start_type,
          "excludes": [e.model_dump() for e in data.excludes],
@@ -221,8 +228,8 @@ def create_card(project: schemas.ProjectContext, user_id, data: schemas.CardSche
             if data.session_id is not None:
                 session_data = {"sessionId": data.session_id}
             else:
-                session_data = get_heat_map_chart(project=project, user_id=user_id,
-                                                  data=data, include_mobs=False)
+                session_data = __get_heat_map_chart(project=project, user_id=user_id,
+                                                    data=data, include_mobs=False)
                 if session_data is not None:
                     session_data = {"sessionId": session_data["sessionId"]}
 
@@ -235,9 +242,9 @@ def create_card(project: schemas.ProjectContext, user_id, data: schemas.CardSche
         series_len = len(data.series)
         params = {"user_id": user_id, "project_id": project.project_id, **data.model_dump(), **_data,
                   "default_config": json.dumps(data.default_config.model_dump()), "card_info": None}
-        params["card_info"] = get_global_card_info(data=data)
+        params["card_info"] = __get_global_card_info(data=data)
         if data.metric_type == schemas.MetricType.PATH_ANALYSIS:
-            params["card_info"] = {**params["card_info"], **get_path_analysis_card_info(data=data)}
+            params["card_info"] = {**params["card_info"], **__get_path_analysis_card_info(data=data)}
         params["card_info"] = json.dumps(params["card_info"])
 
         query = """INSERT INTO metrics (project_id, user_id, name, is_public,
@@ -299,9 +306,9 @@ def update_card(metric_id, user_id, project_id, data: schemas.CardSchema):
             d_series_ids.append(i)
     params["d_series_ids"] = tuple(d_series_ids)
     params["session_data"] = json.dumps(metric["data"])
-    params["card_info"] = get_global_card_info(data=data)
+    params["card_info"] = __get_global_card_info(data=data)
     if data.metric_type == schemas.MetricType.PATH_ANALYSIS:
-        params["card_info"] = {**params["card_info"], **get_path_analysis_card_info(data=data)}
+        params["card_info"] = {**params["card_info"], **__get_path_analysis_card_info(data=data)}
     elif data.metric_type == schemas.MetricType.HEAT_MAP:
         if data.session_id is not None:
             params["session_data"] = json.dumps({"sessionId": data.session_id})
@@ -352,100 +359,6 @@ def update_card(metric_id, user_id, project_id, data: schemas.CardSchema):
     return get_card(metric_id=metric_id, project_id=project_id, user_id=user_id)
 
 
-def search_metrics(project_id, user_id, data: schemas.MetricSearchSchema, include_series=False):
-    constraints = ["metrics.project_id = %(project_id)s", "metrics.deleted_at ISNULL"]
-    params = {
-        "project_id": project_id,
-        "user_id": user_id,
-        "offset": (data.page - 1) * data.limit,
-        "limit": data.limit,
-    }
-    if data.mine_only:
-        constraints.append("user_id = %(user_id)s")
-    else:
-        constraints.append("(user_id = %(user_id)s OR metrics.is_public)")
-    if data.shared_only:
-        constraints.append("is_public")
-
-    if data.filter is not None:
-        if data.filter.type:
-            constraints.append("metrics.metric_type = %(filter_type)s")
-            params["filter_type"] = data.filter.type
-        if data.filter.query and len(data.filter.query) > 0:
-            constraints.append("(metrics.name ILIKE %(filter_query)s OR owner.owner_name ILIKE %(filter_query)s)")
-            params["filter_query"] = helper.values_for_operator(
-                value=data.filter.query, op=schemas.SearchEventOperator.CONTAINS
-            )
-
-    with pg_client.PostgresClient() as cur:
-        sub_join = ""
-        if include_series:
-            sub_join = """LEFT JOIN LATERAL (
-                            SELECT COALESCE(jsonb_agg(metric_series.* ORDER BY index),'[]'::jsonb) AS series
-                            FROM metric_series
-                            WHERE metric_series.metric_id = metrics.metric_id
-                              AND metric_series.deleted_at ISNULL 
-                         ) AS metric_series ON (TRUE)"""
-
-        sort_column = data.sort.field if data.sort.field is not None and len(data.sort.field) > 0 \
-            else "created_at"
-        # change ascend to asc and descend to desc
-        sort_order = data.sort.order.value if hasattr(data.sort.order, "value") else data.sort.order
-        if sort_order == "ascend":
-            sort_order = "asc"
-        elif sort_order == "descend":
-            sort_order = "desc"
-
-        query = cur.mogrify(
-            f"""SELECT count(1) OVER () AS total,metric_id, project_id, user_id, name, is_public, created_at, edited_at,
-                        metric_type, metric_of, metric_format, metric_value, view_type, is_pinned, 
-                        dashboards, owner_email, owner_name, default_config AS config, thumbnail
-                FROM metrics
-                {sub_join}
-                LEFT JOIN LATERAL (
-                    SELECT COALESCE(jsonb_agg(connected_dashboards.* ORDER BY is_public, name),'[]'::jsonb) AS dashboards
-                    FROM (
-                        SELECT DISTINCT dashboard_id, name, is_public
-                        FROM dashboards
-                        INNER JOIN dashboard_widgets USING (dashboard_id)
-                        WHERE deleted_at ISNULL
-                          AND dashboard_widgets.metric_id = metrics.metric_id
-                          AND project_id = %(project_id)s
-                          AND ((dashboards.user_id = %(user_id)s OR is_public))
-                    ) AS connected_dashboards
-                ) AS connected_dashboards ON (TRUE)
-                LEFT JOIN LATERAL (
-                    SELECT email AS owner_email, name AS owner_name
-                    FROM users
-                    WHERE deleted_at ISNULL
-                      AND users.user_id = metrics.user_id
-                ) AS owner ON (TRUE)
-                WHERE {" AND ".join(constraints)}
-                ORDER BY {sort_column} {sort_order}
-                LIMIT %(limit)s OFFSET %(offset)s;""",
-            params
-        )
-        cur.execute(query)
-        rows = cur.fetchall()
-        if len(rows) > 0:
-            total = rows[0]["total"]
-            if include_series:
-                for r in rows:
-                    r.pop("total")
-                    for s in r.get("series", []):
-                        s["filter"] = helper.old_search_payload_to_flat(s["filter"])
-            else:
-                for r in rows:
-                    r.pop("total")
-                    r["created_at"] = TimeUTC.datetime_to_timestamp(r["created_at"])
-                    r["edited_at"] = TimeUTC.datetime_to_timestamp(r["edited_at"])
-            rows = helper.list_to_camel_case(rows)
-        else:
-            total = 0
-
-    return {"total": total, "list": rows}
-
-
 def search_all(project_id, user_id, data: schemas.SearchCardsSchema, include_series=False):
     constraints = ["metrics.project_id = %(project_id)s",
                    "metrics.deleted_at ISNULL"]
@@ -542,7 +455,7 @@ def __get_global_attributes(row):
     if row is None or row.get("cardInfo") is None:
         return row
     card_info = row.get("cardInfo", {})
-    row["compareTo"] = card_info["compareTo"] if card_info.get("compareTo") is not None else []
+    row["compareTo"] = card_info.get("compareTo", [])
     return row
 
 
@@ -685,7 +598,11 @@ def make_chart_from_card(project: schemas.ProjectContext, user_id, metric_id, da
     raw_metric["density"] = data.density
     metric: schemas.CardSchema = schemas.CardSchema(**raw_metric)
 
-    if metric.metric_type == schemas.MetricType.HEAT_MAP:
+    if metric.is_predefined:
+        return custom_metrics_predefined.get_metric(key=metric.metric_of,
+                                                    project_id=project.project_id,
+                                                    data=data.model_dump())
+    elif metric.metric_type == schemas.MetricType.HEAT_MAP:
         if raw_metric["data"] and raw_metric["data"].get("sessionId"):
             return heatmaps.get_selected_session(project_id=project.project_id,
                                                  session_id=raw_metric["data"]["sessionId"])

api/chalicelib/core/metrics/custom_metrics_predefined.py

@@ -0,0 +1,25 @@
+import logging
+from typing import Union
+
+import schemas
+from chalicelib.core.metrics import metrics
+
+logger = logging.getLogger(__name__)
+
+
+def get_metric(key: Union[schemas.MetricOfWebVitals, schemas.MetricOfErrors], project_id: int, data: dict):
+    supported = {
+        schemas.MetricOfWebVitals.COUNT_SESSIONS: metrics.get_processed_sessions,
+        schemas.MetricOfWebVitals.AVG_VISITED_PAGES: metrics.get_user_activity_avg_visited_pages,
+        schemas.MetricOfWebVitals.COUNT_REQUESTS: metrics.get_top_metrics_count_requests,
+        schemas.MetricOfErrors.IMPACTED_SESSIONS_BY_JS_ERRORS: metrics.get_impacted_sessions_by_js_errors,
+        schemas.MetricOfErrors.DOMAINS_ERRORS_4XX: metrics.get_domains_errors_4xx,
+        schemas.MetricOfErrors.DOMAINS_ERRORS_5XX: metrics.get_domains_errors_5xx,
+        schemas.MetricOfErrors.ERRORS_PER_DOMAINS: metrics.get_errors_per_domains,
+        schemas.MetricOfErrors.ERRORS_PER_TYPE: metrics.get_errors_per_type,
+        schemas.MetricOfErrors.RESOURCES_BY_PARTY: metrics.get_resources_by_party,
+        schemas.MetricOfWebVitals.COUNT_USERS: metrics.get_unique_users,
+        schemas.MetricOfWebVitals.SPEED_LOCATION: metrics.get_speed_index_location,
+    }
+
+    return supported.get(key, lambda *args: None)(project_id=project_id, **data)

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

@@ -1,11 +0,0 @@
-import logging
-
-from decouple import config
-
-logger = logging.getLogger(__name__)
-
-if config("EXP_METRICS", cast=bool, default=False):
-    logger.info(">>> Using experimental heatmaps")
-    from .heatmaps_ch import *
-else:
-    from .heatmaps import *

api/chalicelib/core/metrics/heatmaps_ch.py

@@ -84,7 +84,7 @@ def get_by_url(project_id, data: schemas.GetHeatMapPayloadSchema):
         logger.debug(query)
         logger.debug("---------")
         try:
-            rows = cur.execute(query=query)
+            rows = cur.execute(query)
         except Exception as err:
             logger.warning("--------- HEATMAP 2 SEARCH QUERY EXCEPTION CH -----------")
             logger.warning(query)
@@ -122,7 +122,7 @@ def get_x_y_by_url_and_session_id(project_id, session_id, data: schemas.GetHeatM
         logger.debug(query)
         logger.debug("---------")
         try:
-            rows = cur.execute(query=query)
+            rows = cur.execute(query)
         except Exception as err:
             logger.warning("--------- HEATMAP-session_id SEARCH QUERY EXCEPTION CH -----------")
             logger.warning(query)
@@ -149,7 +149,7 @@ def get_selectors_by_url_and_session_id(project_id, session_id, data: schemas.Ge
     query_from = f"{exp_ch_helper.get_main_events_table(0)} AS main_events"
 
     with ch_client.ClickHouseClient() as cur:
-        query = cur.format(query=f"""SELECT CAST(`$properties`.selector AS String) AS selector, 
+        query = cur.format(query=f"""SELECT main_events.selector AS selector, 
                                       COUNT(1) AS count
                                FROM {query_from}
                                WHERE {" AND ".join(constraints)}
@@ -160,7 +160,7 @@ def get_selectors_by_url_and_session_id(project_id, session_id, data: schemas.Ge
         logger.debug(query)
         logger.debug("---------")
         try:
-            rows = cur.execute(query=query)
+            rows = cur.execute(query)
         except Exception as err:
             logger.warning("--------- HEATMAP-session_id SEARCH QUERY EXCEPTION CH -----------")
             logger.warning(query)
@@ -221,7 +221,7 @@ def __get_1_url(location_condition: schemas.SessionSearchEventSchema2 | None, se
         logger.debug(main_query)
         logger.debug("--------------------")
         try:
-            url = cur.execute(query=main_query)
+            url = cur.execute(main_query)
         except Exception as err:
             logger.warning("--------- CLICK MAP BEST URL SEARCH QUERY EXCEPTION CH-----------")
             logger.warning(main_query.decode('UTF-8'))
@@ -295,7 +295,7 @@ def search_short_session(data: schemas.HeatMapSessionsSearch, project_id, user_i
         logger.debug(main_query)
         logger.debug("--------------------")
         try:
-            session = cur.execute(query=main_query)
+            session = cur.execute(main_query)
         except Exception as err:
             logger.warning("--------- CLICK MAP SHORT SESSION SEARCH QUERY EXCEPTION CH -----------")
             logger.warning(main_query)
@@ -342,7 +342,7 @@ def get_selected_session(project_id, session_id):
         logger.debug(main_query)
         logger.debug("--------------------")
         try:
-            session = cur.execute(query=main_query)
+            session = cur.execute(main_query)
         except Exception as err:
             logger.warning("--------- CLICK MAP GET SELECTED SESSION QUERY EXCEPTION -----------")
             logger.warning(main_query.decode('UTF-8'))

api/chalicelib/core/metrics/metrics.py

@@ -0,0 +1,624 @@
+import logging
+
+import schemas
+from chalicelib.core import metadata
+from chalicelib.utils import helper
+from chalicelib.utils import pg_client
+from chalicelib.utils.TimeUTC import TimeUTC
+from chalicelib.utils.metrics_helper import get_step_size
+
+logger = logging.getLogger(__name__)
+
+
+def __get_constraints(project_id, time_constraint=True, chart=False, duration=True, project=True,
+                      project_identifier="project_id",
+                      main_table="sessions", time_column="start_ts", data={}):
+    pg_sub_query = []
+    main_table = main_table + "." if main_table is not None and len(main_table) > 0 else ""
+    if project:
+        pg_sub_query.append(f"{main_table}{project_identifier} =%({project_identifier})s")
+    if duration:
+        pg_sub_query.append(f"{main_table}duration>0")
+    if time_constraint:
+        pg_sub_query.append(f"{main_table}{time_column} >= %(startTimestamp)s")
+        pg_sub_query.append(f"{main_table}{time_column} < %(endTimestamp)s")
+    if chart:
+        pg_sub_query.append(f"{main_table}{time_column} >= generated_timestamp")
+        pg_sub_query.append(f"{main_table}{time_column} < generated_timestamp + %(step_size)s")
+    return pg_sub_query + __get_meta_constraint(project_id=project_id, data=data)
+
+
+def __merge_charts(list1, list2, time_key="timestamp"):
+    if len(list1) != len(list2):
+        raise Exception("cannot merge unequal lists")
+    result = []
+    for i in range(len(list1)):
+        timestamp = min(list1[i][time_key], list2[i][time_key])
+        result.append({**list1[i], **list2[i], time_key: timestamp})
+    return result
+
+
+def __get_constraint_values(data):
+    params = {}
+    for i, f in enumerate(data.get("filters", [])):
+        params[f"{f['key']}_{i}"] = f["value"]
+    return params
+
+
+def __get_meta_constraint(project_id, data):
+    if len(data.get("filters", [])) == 0:
+        return []
+    constraints = []
+    meta_keys = metadata.get(project_id=project_id)
+    meta_keys = {m["key"]: m["index"] for m in meta_keys}
+
+    for i, f in enumerate(data.get("filters", [])):
+        if f["key"] in meta_keys.keys():
+            key = f"sessions.metadata_{meta_keys[f['key']]})"
+            if f["value"] in ["*", ""]:
+                constraints.append(f"{key} IS NOT NULL")
+            else:
+                constraints.append(f"{key} = %({f['key']}_{i})s")
+        else:
+            filter_type = f["key"].upper()
+            filter_type = [filter_type, "USER" + filter_type, filter_type[4:]]
+            if any(item in [schemas.FilterType.USER_BROWSER] \
+                   for item in filter_type):
+                constraints.append(f"sessions.user_browser = %({f['key']}_{i})s")
+            elif any(item in [schemas.FilterType.USER_OS, schemas.FilterType.USER_OS_MOBILE] \
+                     for item in filter_type):
+                constraints.append(f"sessions.user_os = %({f['key']}_{i})s")
+            elif any(item in [schemas.FilterType.USER_DEVICE, schemas.FilterType.USER_DEVICE_MOBILE] \
+                     for item in filter_type):
+                constraints.append(f"sessions.user_device = %({f['key']}_{i})s")
+            elif any(item in [schemas.FilterType.USER_COUNTRY, schemas.FilterType.USER_COUNTRY_MOBILE] \
+                     for item in filter_type):
+                constraints.append(f"sessions.user_country  = %({f['key']}_{i})s")
+            elif any(item in [schemas.FilterType.USER_ID, schemas.FilterType.USER_ID_MOBILE] \
+                     for item in filter_type):
+                constraints.append(f"sessions.user_id = %({f['key']}_{i})s")
+            elif any(item in [schemas.FilterType.USER_ANONYMOUS_ID, schemas.FilterType.USER_ANONYMOUS_ID_MOBILE] \
+                     for item in filter_type):
+                constraints.append(f"sessions.user_anonymous_id = %({f['key']}_{i})s")
+            elif any(item in [schemas.FilterType.REV_ID, schemas.FilterType.REV_ID_MOBILE] \
+                     for item in filter_type):
+                constraints.append(f"sessions.rev_id = %({f['key']}_{i})s")
+    return constraints
+
+
+def get_processed_sessions(project_id, startTimestamp=TimeUTC.now(delta_days=-1),
+                           endTimestamp=TimeUTC.now(),
+                           density=7, **args):
+    step_size = get_step_size(startTimestamp, endTimestamp, density, factor=1)
+    pg_sub_query = __get_constraints(project_id=project_id, data=args)
+    pg_sub_query_chart = __get_constraints(project_id=project_id, time_constraint=True,
+                                           chart=True, data=args)
+    with pg_client.PostgresClient() as cur:
+        pg_query = f"""SELECT generated_timestamp AS timestamp,
+                               COALESCE(COUNT(sessions), 0) AS value
+                        FROM generate_series(%(startTimestamp)s, %(endTimestamp)s, %(step_size)s) AS generated_timestamp
+                             LEFT JOIN LATERAL ( SELECT 1
+                                                 FROM public.sessions
+                                                 WHERE {" AND ".join(pg_sub_query_chart)}
+                             ) AS sessions ON (TRUE)
+                        GROUP BY generated_timestamp
+                        ORDER BY generated_timestamp;"""
+        params = {"step_size": step_size, "project_id": project_id, "startTimestamp": startTimestamp,
+                  "endTimestamp": endTimestamp, **__get_constraint_values(args)}
+        cur.execute(cur.mogrify(pg_query, params))
+        rows = cur.fetchall()
+        results = {
+            "value": sum([r["value"] for r in rows]),
+            "chart": rows
+        }
+
+        diff = endTimestamp - startTimestamp
+        endTimestamp = startTimestamp
+        startTimestamp = endTimestamp - diff
+
+        pg_query = f"""SELECT COUNT(sessions.session_id) AS count
+                        FROM public.sessions
+                        WHERE {" AND ".join(pg_sub_query)};"""
+        params = {"project_id": project_id, "startTimestamp": startTimestamp, "endTimestamp": endTimestamp,
+                  **__get_constraint_values(args)}
+
+        cur.execute(cur.mogrify(pg_query, params))
+
+        count = cur.fetchone()["count"]
+
+        results["progress"] = helper.__progress(old_val=count, new_val=results["value"])
+    results["unit"] = schemas.TemplatePredefinedUnits.COUNT
+    return results
+
+
+def __get_neutral(rows, add_All_if_empty=True):
+    neutral = {l: 0 for l in [i for k in [list(v.keys()) for v in rows] for i in k]}
+    if add_All_if_empty and len(neutral.keys()) <= 1:
+        neutral = {"All": 0}
+    return neutral
+
+
+def __merge_rows_with_neutral(rows, neutral):
+    for i in range(len(rows)):
+        rows[i] = {**neutral, **rows[i]}
+    return rows
+
+
+def __get_domains_errors_4xx_and_5xx(status, project_id, startTimestamp=TimeUTC.now(delta_days=-1),
+                                     endTimestamp=TimeUTC.now(), density=6, **args):
+    step_size = get_step_size(startTimestamp, endTimestamp, density, factor=1)
+    pg_sub_query_subset = __get_constraints(project_id=project_id, time_constraint=True, chart=False, data=args)
+    pg_sub_query_chart = __get_constraints(project_id=project_id, time_constraint=False, chart=True,
+                                           data=args, main_table="requests", time_column="timestamp", project=False,
+                                           duration=False)
+    pg_sub_query_subset.append("requests.status_code/100 = %(status_code)s")
+
+    with pg_client.PostgresClient() as cur:
+        pg_query = f"""WITH requests AS (SELECT host, timestamp 
+                                         FROM events_common.requests INNER JOIN public.sessions USING (session_id)
+                                         WHERE {" AND ".join(pg_sub_query_subset)}
+                     )
+                        SELECT generated_timestamp AS timestamp,
+                                      COALESCE(JSONB_AGG(requests) FILTER ( WHERE requests IS NOT NULL ), '[]'::JSONB) AS keys
+                                FROM generate_series(%(startTimestamp)s, %(endTimestamp)s, %(step_size)s) AS generated_timestamp
+                                LEFT JOIN LATERAL ( SELECT requests.host, COUNT(*) AS count
+                                                     FROM requests
+                                                     WHERE {" AND ".join(pg_sub_query_chart)}
+                                                     GROUP BY host
+                                                     ORDER BY count DESC
+                                                     LIMIT 5
+                                     ) AS requests ON (TRUE)
+                                GROUP BY generated_timestamp
+                                ORDER BY generated_timestamp;"""
+        params = {"project_id": project_id,
+                  "startTimestamp": startTimestamp,
+                  "endTimestamp": endTimestamp,
+                  "step_size": step_size,
+                  "status_code": status, **__get_constraint_values(args)}
+        cur.execute(cur.mogrify(pg_query, params))
+        rows = cur.fetchall()
+        rows = __nested_array_to_dict_array(rows, key="host")
+        neutral = __get_neutral(rows)
+        rows = __merge_rows_with_neutral(rows, neutral)
+
+        return rows
+
+
+def get_domains_errors_4xx(project_id, startTimestamp=TimeUTC.now(delta_days=-1),
+                           endTimestamp=TimeUTC.now(), density=6, **args):
+    return __get_domains_errors_4xx_and_5xx(status=4, project_id=project_id, startTimestamp=startTimestamp,
+                                            endTimestamp=endTimestamp, density=density, **args)
+
+
+def get_domains_errors_5xx(project_id, startTimestamp=TimeUTC.now(delta_days=-1),
+                           endTimestamp=TimeUTC.now(), density=6, **args):
+    return __get_domains_errors_4xx_and_5xx(status=5, project_id=project_id, startTimestamp=startTimestamp,
+                                            endTimestamp=endTimestamp, density=density, **args)
+
+
+def __nested_array_to_dict_array(rows, key="url_host", value="count"):
+    for r in rows:
+        for i in range(len(r["keys"])):
+            r[r["keys"][i][key]] = r["keys"][i][value]
+        r.pop("keys")
+    return rows
+
+
+def get_errors_per_domains(project_id, limit, page, startTimestamp=TimeUTC.now(delta_days=-1),
+                           endTimestamp=TimeUTC.now(), **args):
+    pg_sub_query = __get_constraints(project_id=project_id, data=args)
+    pg_sub_query.append("requests.success = FALSE")
+    params = {"project_id": project_id,
+              "startTimestamp": startTimestamp,
+              "endTimestamp": endTimestamp,
+              "limit_s": (page - 1) * limit,
+              "limit_e": page * limit,
+              **__get_constraint_values(args)}
+
+    with pg_client.PostgresClient() as cur:
+        pg_query = f"""SELECT COALESCE(SUM(errors_count),0)::INT AS count,
+                              COUNT(raw.domain) AS total,
+                              jsonb_agg(raw) FILTER ( WHERE rn > %(limit_s)s 
+                                                        AND rn <= %(limit_e)s ) AS values
+                        FROM (SELECT requests.host                                                 AS domain,
+                                     COUNT(requests.session_id)                                    AS errors_count,
+                                     row_number() over (ORDER BY COUNT(requests.session_id) DESC ) AS rn
+                              FROM events_common.requests
+                                       INNER JOIN sessions USING (session_id)
+                              WHERE {" AND ".join(pg_sub_query)}
+                              GROUP BY requests.host
+                              ORDER BY errors_count DESC) AS raw;"""
+        pg_query = cur.mogrify(pg_query, params)
+        logger.debug("-----------")
+        logger.debug(pg_query)
+        logger.debug("-----------")
+        cur.execute(pg_query)
+        row = cur.fetchone()
+        if row:
+            row["values"] = row["values"] or []
+            for r in row["values"]:
+                r.pop("rn")
+
+    return helper.dict_to_camel_case(row)
+
+
+def get_errors_per_type(project_id, startTimestamp=TimeUTC.now(delta_days=-1), endTimestamp=TimeUTC.now(),
+                        platform=None, density=7, **args):
+    step_size = get_step_size(startTimestamp, endTimestamp, density, factor=1)
+
+    pg_sub_query_subset = __get_constraints(project_id=project_id, data=args)
+    pg_sub_query_subset.append("requests.timestamp>=%(startTimestamp)s")
+    pg_sub_query_subset.append("requests.timestamp<%(endTimestamp)s")
+    pg_sub_query_subset.append("requests.status_code > 200")
+
+    pg_sub_query_subset_e = __get_constraints(project_id=project_id, data=args, duration=False, main_table="m_errors",
+                                              time_constraint=False)
+    pg_sub_query_chart = __get_constraints(project_id=project_id, time_constraint=False,
+                                           chart=True, data=args, main_table="", time_column="timestamp",
+                                           project=False, duration=False)
+    pg_sub_query_subset_e.append("timestamp>=%(startTimestamp)s")
+    pg_sub_query_subset_e.append("timestamp<%(endTimestamp)s")
+
+    with pg_client.PostgresClient() as cur:
+        pg_query = f"""WITH requests AS (SELECT status_code AS status, timestamp
+                                       FROM events_common.requests
+                                                INNER JOIN public.sessions USING (session_id)
+                                       WHERE {" AND ".join(pg_sub_query_subset)}
+                            ),
+                         errors_integ AS (SELECT timestamp
+                                          FROM events.errors
+                                                   INNER JOIN public.errors AS m_errors USING (error_id)
+                                          WHERE {" AND ".join(pg_sub_query_subset_e)}
+                                            AND source != 'js_exception'
+                         ),
+                         errors_js AS (SELECT timestamp
+                                       FROM events.errors
+                                                INNER JOIN public.errors AS m_errors USING (error_id)
+                                       WHERE {" AND ".join(pg_sub_query_subset_e)}
+                                         AND source = 'js_exception'
+                         )
+                    SELECT generated_timestamp                                       AS timestamp,
+                           COALESCE(SUM(CASE WHEN status / 100 = 4 THEN 1 ELSE 0 END), 0) AS _4xx,
+                           COALESCE(SUM(CASE WHEN status / 100 = 5 THEN 1 ELSE 0 END), 0) AS _5xx,
+                           COALESCE((SELECT COUNT(*)
+                                     FROM errors_js
+                                     WHERE {" AND ".join(pg_sub_query_chart)}
+                                    ), 0)                                                 AS js,
+                           COALESCE((SELECT COUNT(*)
+                                     FROM errors_integ
+                                     WHERE {" AND ".join(pg_sub_query_chart)}
+                                    ), 0)                                                 AS integrations
+                    FROM generate_series(%(startTimestamp)s, %(endTimestamp)s, %(step_size)s) AS generated_timestamp
+                             LEFT JOIN LATERAL (SELECT status
+                                                FROM requests
+                                                WHERE {" AND ".join(pg_sub_query_chart)}
+                        ) AS errors_partition ON (TRUE)
+                    GROUP BY timestamp
+                    ORDER BY timestamp;"""
+        params = {"step_size": step_size,
+                  "project_id": project_id,
+                  "startTimestamp": startTimestamp,
+                  "endTimestamp": endTimestamp, **__get_constraint_values(args)}
+        cur.execute(cur.mogrify(pg_query, params))
+        rows = cur.fetchall()
+        rows = helper.list_to_camel_case(rows)
+    return rows
+
+
+def get_impacted_sessions_by_js_errors(project_id, startTimestamp=TimeUTC.now(delta_days=-1),
+                                       endTimestamp=TimeUTC.now(), density=7, **args):
+    step_size = get_step_size(startTimestamp, endTimestamp, density, factor=1)
+    pg_sub_query = __get_constraints(project_id=project_id, data=args)
+    pg_sub_query_chart = __get_constraints(project_id=project_id, time_constraint=True,
+                                           chart=True, data=args)
+    pg_sub_query.append("m_errors.source = 'js_exception'")
+    pg_sub_query.append("m_errors.project_id = %(project_id)s")
+    pg_sub_query.append("errors.timestamp >= %(startTimestamp)s")
+    pg_sub_query.append("errors.timestamp <  %(endTimestamp)s")
+    pg_sub_query_chart.append("m_errors.source = 'js_exception'")
+    pg_sub_query_chart.append("m_errors.project_id = %(project_id)s")
+    pg_sub_query_chart.append("errors.timestamp >= generated_timestamp")
+    pg_sub_query_chart.append("errors.timestamp < generated_timestamp+ %(step_size)s")
+
+    pg_sub_query_subset = __get_constraints(project_id=project_id, data=args, duration=False, main_table="m_errors",
+                                            time_constraint=False)
+    pg_sub_query_chart = __get_constraints(project_id=project_id, time_constraint=False,
+                                           chart=True, data=args, main_table="errors", time_column="timestamp",
+                                           project=False, duration=False)
+    pg_sub_query_subset.append("m_errors.source = 'js_exception'")
+    pg_sub_query_subset.append("errors.timestamp>=%(startTimestamp)s")
+    pg_sub_query_subset.append("errors.timestamp<%(endTimestamp)s")
+
+    with pg_client.PostgresClient() as cur:
+        pg_query = f"""WITH errors AS (SELECT DISTINCT ON (session_id,timestamp) session_id, timestamp
+                                        FROM events.errors
+                                                 INNER JOIN public.errors AS m_errors USING (error_id)
+                                        WHERE {" AND ".join(pg_sub_query_subset)}
+                        )
+                        SELECT *
+                        FROM (SELECT COUNT(DISTINCT session_id) AS sessions_count
+                              FROM errors) AS counts
+                                 LEFT JOIN
+                             (SELECT jsonb_agg(chart) AS chart
+                              FROM (SELECT generated_timestamp            AS timestamp,
+                                           COALESCE(COUNT(session_id), 0) AS sessions_count
+                                    FROM generate_series(%(startTimestamp)s, %(endTimestamp)s, %(step_size)s) AS generated_timestamp
+                                             LEFT JOIN LATERAL ( SELECT DISTINCT session_id
+                                                                 FROM errors
+                                                                 WHERE {" AND ".join(pg_sub_query_chart)}
+                                        ) AS sessions ON (TRUE)
+                                    GROUP BY generated_timestamp
+                                    ORDER BY generated_timestamp) AS chart) AS chart ON (TRUE);"""
+        cur.execute(cur.mogrify(pg_query, {"step_size": step_size,
+                                           "project_id": project_id,
+                                           "startTimestamp": startTimestamp,
+                                           "endTimestamp": endTimestamp,
+                                           **__get_constraint_values(args)}))
+        row_sessions = cur.fetchone()
+        pg_query = f"""WITH errors AS ( SELECT DISTINCT ON(errors.error_id,timestamp) errors.error_id,timestamp
+                                         FROM events.errors
+                                                  INNER JOIN public.errors AS m_errors USING (error_id)
+                                         WHERE {" AND ".join(pg_sub_query_subset)}
+                                    )
+                    SELECT *
+                    FROM (SELECT COUNT(DISTINCT errors.error_id) AS errors_count
+                          FROM errors) AS counts
+                             LEFT JOIN
+                         (SELECT jsonb_agg(chart) AS chart
+                          FROM (SELECT generated_timestamp          AS timestamp,
+                                       COALESCE(COUNT(error_id), 0) AS errors_count
+                                FROM generate_series(%(startTimestamp)s, %(endTimestamp)s, %(step_size)s) AS generated_timestamp
+                                         LEFT JOIN LATERAL ( SELECT DISTINCT errors.error_id
+                                                             FROM errors
+                                                             WHERE {" AND ".join(pg_sub_query_chart)}
+                                    ) AS errors ON (TRUE)
+                                GROUP BY generated_timestamp
+                                ORDER BY generated_timestamp) AS chart) AS chart ON (TRUE);"""
+        cur.execute(cur.mogrify(pg_query, {"step_size": step_size,
+                                           "project_id": project_id,
+                                           "startTimestamp": startTimestamp,
+                                           "endTimestamp": endTimestamp,
+                                           **__get_constraint_values(args)}))
+        row_errors = cur.fetchone()
+        chart = __merge_charts(row_sessions.pop("chart"), row_errors.pop("chart"))
+        row_sessions = helper.dict_to_camel_case(row_sessions)
+        row_errors = helper.dict_to_camel_case(row_errors)
+    return {**row_sessions, **row_errors, "chart": chart}
+
+
+def get_resources_by_party(project_id, startTimestamp=TimeUTC.now(delta_days=-1),
+                           endTimestamp=TimeUTC.now(), density=7, **args):
+    step_size = get_step_size(startTimestamp, endTimestamp, density, factor=1)
+    pg_sub_query_subset = __get_constraints(project_id=project_id, time_constraint=True,
+                                            chart=False, data=args)
+    pg_sub_query_chart = __get_constraints(project_id=project_id, time_constraint=False, project=False,
+                                           chart=True, data=args, main_table="requests", time_column="timestamp",
+                                           duration=False)
+    pg_sub_query_subset.append("requests.timestamp >= %(startTimestamp)s")
+    pg_sub_query_subset.append("requests.timestamp < %(endTimestamp)s")
+    # pg_sub_query_subset.append("resources.type IN ('fetch', 'script')")
+    pg_sub_query_subset.append("requests.success = FALSE")
+
+    with pg_client.PostgresClient() as cur:
+        pg_query = f"""WITH requests AS (
+                            SELECT requests.host, timestamp
+                            FROM events_common.requests
+                                     INNER JOIN public.sessions USING (session_id)
+                            WHERE {" AND ".join(pg_sub_query_subset)}
+                        )
+                        SELECT generated_timestamp                                                       AS timestamp,
+                               SUM(CASE WHEN first.host = sub_requests.host THEN 1 ELSE 0 END)  AS first_party,
+                               SUM(CASE WHEN first.host != sub_requests.host THEN 1 ELSE 0 END) AS third_party
+                        FROM generate_series(%(startTimestamp)s, %(endTimestamp)s, %(step_size)s) AS generated_timestamp
+                                 LEFT JOIN (
+                            SELECT requests.host,
+                                   COUNT(requests.session_id) AS count
+                            FROM events_common.requests
+                                     INNER JOIN public.sessions USING (session_id)
+                            WHERE sessions.project_id = '1'
+                              AND sessions.start_ts > (EXTRACT(EPOCH FROM now() - INTERVAL '31 days') * 1000)::BIGINT
+                              AND sessions.start_ts < (EXTRACT(EPOCH FROM now()) * 1000)::BIGINT
+                              AND requests.timestamp > (EXTRACT(EPOCH FROM now() - INTERVAL '31 days') * 1000)::BIGINT
+                              AND requests.timestamp < (EXTRACT(EPOCH FROM now()) * 1000)::BIGINT
+                            AND sessions.duration>0
+                            GROUP BY requests.host
+                            ORDER BY count DESC
+                            LIMIT 1
+                        ) AS first ON (TRUE)
+                                 LEFT JOIN LATERAL (
+                            SELECT requests.host
+                            FROM requests
+                            WHERE {" AND ".join(pg_sub_query_chart)}
+                            ) AS sub_requests ON (TRUE)
+                        GROUP BY generated_timestamp
+                        ORDER BY generated_timestamp;"""
+        cur.execute(cur.mogrify(pg_query, {"step_size": step_size,
+                                           "project_id": project_id,
+                                           "startTimestamp": startTimestamp,
+                                           "endTimestamp": endTimestamp, **__get_constraint_values(args)}))
+
+        rows = cur.fetchall()
+    return rows
+
+
+def get_user_activity_avg_visited_pages(project_id, startTimestamp=TimeUTC.now(delta_days=-1),
+                                        endTimestamp=TimeUTC.now(), **args):
+    with pg_client.PostgresClient() as cur:
+        row = __get_user_activity_avg_visited_pages(cur, project_id, startTimestamp, endTimestamp, **args)
+        results = helper.dict_to_camel_case(row)
+        results["chart"] = __get_user_activity_avg_visited_pages_chart(cur, project_id, startTimestamp,
+                                                                       endTimestamp, **args)
+
+        diff = endTimestamp - startTimestamp
+        endTimestamp = startTimestamp
+        startTimestamp = endTimestamp - diff
+        row = __get_user_activity_avg_visited_pages(cur, project_id, startTimestamp, endTimestamp, **args)
+
+        previous = helper.dict_to_camel_case(row)
+        results["progress"] = helper.__progress(old_val=previous["value"], new_val=results["value"])
+    results["unit"] = schemas.TemplatePredefinedUnits.COUNT
+    return results
+
+
+def __get_user_activity_avg_visited_pages(cur, project_id, startTimestamp, endTimestamp, **args):
+    pg_sub_query = __get_constraints(project_id=project_id, data=args)
+    pg_sub_query.append("sessions.pages_count>0")
+    pg_query = f"""SELECT COALESCE(CEIL(AVG(sessions.pages_count)),0) AS value
+                    FROM public.sessions
+                    WHERE {" AND ".join(pg_sub_query)};"""
+    params = {"project_id": project_id, "startTimestamp": startTimestamp, "endTimestamp": endTimestamp,
+              **__get_constraint_values(args)}
+
+    cur.execute(cur.mogrify(pg_query, params))
+    row = cur.fetchone()
+    return row
+
+
+def __get_user_activity_avg_visited_pages_chart(cur, project_id, startTimestamp, endTimestamp, density=20, **args):
+    step_size = get_step_size(endTimestamp=endTimestamp, startTimestamp=startTimestamp, density=density, factor=1)
+    params = {"step_size": step_size, "project_id": project_id, "startTimestamp": startTimestamp,
+              "endTimestamp": endTimestamp}
+    pg_sub_query_subset = __get_constraints(project_id=project_id, time_constraint=True,
+                                            chart=False, data=args)
+    pg_sub_query_chart = __get_constraints(project_id=project_id, time_constraint=False, project=False,
+                                           chart=True, data=args, main_table="sessions", time_column="start_ts",
+                                           duration=False)
+    pg_sub_query_subset.append("sessions.duration IS NOT NULL")
+
+    pg_query = f"""WITH sessions AS(SELECT sessions.pages_count, sessions.start_ts
+                                    FROM public.sessions
+                                    WHERE {" AND ".join(pg_sub_query_subset)}
+                    )
+                    SELECT generated_timestamp AS timestamp,
+                         COALESCE(AVG(sessions.pages_count),0) AS value
+                      FROM generate_series(%(startTimestamp)s, %(endTimestamp)s, %(step_size)s) AS generated_timestamp
+                        LEFT JOIN LATERAL (
+                                SELECT sessions.pages_count
+                                FROM sessions
+                                WHERE {" AND ".join(pg_sub_query_chart)}
+                        ) AS sessions ON (TRUE)
+                      GROUP BY generated_timestamp
+                      ORDER BY generated_timestamp;"""
+    cur.execute(cur.mogrify(pg_query, {**params, **__get_constraint_values(args)}))
+    rows = cur.fetchall()
+    return rows
+
+
+def get_top_metrics_count_requests(project_id, startTimestamp=TimeUTC.now(delta_days=-1),
+                                   endTimestamp=TimeUTC.now(), value=None, density=20, **args):
+    step_size = get_step_size(endTimestamp=endTimestamp, startTimestamp=startTimestamp, density=density, factor=1)
+    params = {"step_size": step_size, "project_id": project_id, "startTimestamp": startTimestamp,
+              "endTimestamp": endTimestamp}
+    pg_sub_query = __get_constraints(project_id=project_id, data=args)
+    pg_sub_query_chart = __get_constraints(project_id=project_id, time_constraint=False, project=False,
+                                           chart=True, data=args, main_table="pages", time_column="timestamp",
+                                           duration=False)
+
+    if value is not None:
+        pg_sub_query.append("pages.path = %(value)s")
+        pg_sub_query_chart.append("pages.path = %(value)s")
+    with pg_client.PostgresClient() as cur:
+        pg_query = f"""SELECT COUNT(pages.session_id) AS value
+                        FROM events.pages INNER JOIN public.sessions USING (session_id)
+                        WHERE {" AND ".join(pg_sub_query)};"""
+        cur.execute(cur.mogrify(pg_query, {"project_id": project_id,
+                                           "startTimestamp": startTimestamp,
+                                           "endTimestamp": endTimestamp,
+                                           "value": value, **__get_constraint_values(args)}))
+        row = cur.fetchone()
+        pg_query = f"""WITH pages AS(SELECT pages.timestamp
+                                                FROM events.pages INNER JOIN public.sessions USING (session_id)
+                                                WHERE {" AND ".join(pg_sub_query)}
+                                )
+                    SELECT generated_timestamp AS timestamp,
+                         COUNT(pages.*) AS value
+                      FROM generate_series(%(startTimestamp)s, %(endTimestamp)s, %(step_size)s) AS generated_timestamp
+                        LEFT JOIN LATERAL (
+                                SELECT 1
+                                FROM pages
+                                WHERE {" AND ".join(pg_sub_query_chart)}
+                        ) AS pages ON (TRUE)
+                      GROUP BY generated_timestamp
+                      ORDER BY generated_timestamp;"""
+        cur.execute(cur.mogrify(pg_query, {**params, **__get_constraint_values(args)}))
+        rows = cur.fetchall()
+        row["chart"] = rows
+    row["unit"] = schemas.TemplatePredefinedUnits.COUNT
+    return helper.dict_to_camel_case(row)
+
+
+def get_unique_users(project_id, startTimestamp=TimeUTC.now(delta_days=-1),
+                     endTimestamp=TimeUTC.now(),
+                     density=7, **args):
+    step_size = get_step_size(startTimestamp, endTimestamp, density, factor=1)
+    pg_sub_query = __get_constraints(project_id=project_id, data=args)
+    pg_sub_query_chart = __get_constraints(project_id=project_id, time_constraint=True,
+                                           chart=True, data=args)
+    pg_sub_query.append("user_id IS NOT NULL")
+    pg_sub_query.append("user_id != ''")
+    pg_sub_query_chart.append("user_id IS NOT NULL")
+    pg_sub_query_chart.append("user_id != ''")
+    with pg_client.PostgresClient() as cur:
+        pg_query = f"""SELECT generated_timestamp AS timestamp,
+                               COALESCE(COUNT(sessions), 0) AS value
+                        FROM generate_series(%(startTimestamp)s, %(endTimestamp)s, %(step_size)s) AS generated_timestamp
+                             LEFT JOIN LATERAL ( SELECT DISTINCT user_id
+                                                 FROM public.sessions
+                                                 WHERE {" AND ".join(pg_sub_query_chart)}
+                             ) AS sessions ON (TRUE)
+                        GROUP BY generated_timestamp
+                        ORDER BY generated_timestamp;"""
+        params = {"step_size": step_size, "project_id": project_id, "startTimestamp": startTimestamp,
+                  "endTimestamp": endTimestamp, **__get_constraint_values(args)}
+        cur.execute(cur.mogrify(pg_query, params))
+        rows = cur.fetchall()
+        results = {
+            "value": sum([r["value"] for r in rows]),
+            "chart": rows
+        }
+
+        diff = endTimestamp - startTimestamp
+        endTimestamp = startTimestamp
+        startTimestamp = endTimestamp - diff
+
+        pg_query = f"""SELECT COUNT(DISTINCT sessions.user_id) AS count
+                        FROM public.sessions
+                        WHERE {" AND ".join(pg_sub_query)};"""
+        params = {"project_id": project_id, "startTimestamp": startTimestamp, "endTimestamp": endTimestamp,
+                  **__get_constraint_values(args)}
+
+        cur.execute(cur.mogrify(pg_query, params))
+
+        count = cur.fetchone()["count"]
+
+        results["progress"] = helper.__progress(old_val=count, new_val=results["value"])
+    results["unit"] = schemas.TemplatePredefinedUnits.COUNT
+    return results
+
+
+def get_speed_index_location(project_id, startTimestamp=TimeUTC.now(delta_days=-1),
+                             endTimestamp=TimeUTC.now(), **args):
+    pg_sub_query = __get_constraints(project_id=project_id, data=args)
+    pg_sub_query.append("pages.speed_index IS NOT NULL")
+    pg_sub_query.append("pages.speed_index>0")
+
+    with pg_client.PostgresClient() as cur:
+        pg_query = f"""SELECT sessions.user_country, AVG(pages.speed_index) AS value
+                        FROM events.pages INNER JOIN public.sessions USING (session_id)
+                        WHERE {" AND ".join(pg_sub_query)} 
+                        GROUP BY sessions.user_country
+                        ORDER BY value, sessions.user_country;"""
+        params = {"project_id": project_id,
+                  "startTimestamp": startTimestamp,
+                  "endTimestamp": endTimestamp, **__get_constraint_values(args)}
+        cur.execute(cur.mogrify(pg_query, params))
+        rows = cur.fetchall()
+        if len(rows) > 0:
+            pg_query = f"""SELECT AVG(pages.speed_index) AS avg
+                                FROM events.pages INNER JOIN public.sessions USING (session_id)
+                                WHERE {" AND ".join(pg_sub_query)};"""
+            cur.execute(cur.mogrify(pg_query, params))
+            avg = cur.fetchone()["avg"]
+        else:
+            avg = 0
+    return {"value": avg, "chart": helper.list_to_camel_case(rows), "unit": schemas.TemplatePredefinedUnits.MILLISECOND}

api/chalicelib/core/metrics/metrics_ch.py

@@ -0,0 +1,629 @@
+import logging
+from math import isnan
+
+import schemas
+from chalicelib.utils import ch_client
+from chalicelib.utils import exp_ch_helper
+from chalicelib.utils import helper
+from chalicelib.utils.TimeUTC import TimeUTC
+from chalicelib.utils.metrics_helper import get_step_size
+
+logger = logging.getLogger(__name__)
+
+
+def __get_basic_constraints(table_name=None, time_constraint=True, round_start=False, data={}, identifier="project_id"):
+    if table_name:
+        table_name += "."
+    else:
+        table_name = ""
+    ch_sub_query = [f"{table_name}{identifier} =toUInt16(%({identifier})s)"]
+    if time_constraint:
+        if round_start:
+            ch_sub_query.append(
+                f"toStartOfInterval({table_name}datetime, INTERVAL %(step_size)s second) >= toDateTime(%(startTimestamp)s/1000)")
+        else:
+            ch_sub_query.append(f"{table_name}datetime >= toDateTime(%(startTimestamp)s/1000)")
+        ch_sub_query.append(f"{table_name}datetime < toDateTime(%(endTimestamp)s/1000)")
+    return ch_sub_query + __get_generic_constraint(data=data, table_name=table_name)
+
+
+def __get_basic_constraints_events(table_name=None, time_constraint=True, round_start=False, data={}, identifier="project_id"):
+    if table_name:
+        table_name += "."
+    else:
+        table_name = ""
+    ch_sub_query = [f"{table_name}{identifier} =toUInt16(%({identifier})s)"]
+    if time_constraint:
+        if round_start:
+            ch_sub_query.append(
+                f"toStartOfInterval({table_name}created_at, INTERVAL %(step_size)s second) >= toDateTime(%(startTimestamp)s/1000)")
+        else:
+            ch_sub_query.append(f"{table_name}created_at >= toDateTime(%(startTimestamp)s/1000)")
+        ch_sub_query.append(f"{table_name}created_at < toDateTime(%(endTimestamp)s/1000)")
+    return ch_sub_query + __get_generic_constraint(data=data, table_name=table_name)
+
+
+def __frange(start, stop, step):
+    result = []
+    i = start
+    while i < stop:
+        result.append(i)
+        i += step
+    return result
+
+
+def __add_missing_keys(original, complete):
+    for missing in [key for key in complete.keys() if key not in original.keys()]:
+        original[missing] = complete[missing]
+    return original
+
+
+def __complete_missing_steps(start_time, end_time, density, neutral, rows, time_key="timestamp", time_coefficient=1000):
+    if len(rows) == density:
+        return rows
+    step = get_step_size(start_time, end_time, density, decimal=True)
+    optimal = [(int(i * time_coefficient), int((i + step) * time_coefficient)) for i in
+               __frange(start_time // time_coefficient, end_time // time_coefficient, step)]
+    result = []
+    r = 0
+    o = 0
+    for i in range(density):
+        neutral_clone = dict(neutral)
+        for k in neutral_clone.keys():
+            if callable(neutral_clone[k]):
+                neutral_clone[k] = neutral_clone[k]()
+        if r < len(rows) and len(result) + len(rows) - r == density:
+            result += rows[r:]
+            break
+        if r < len(rows) and o < len(optimal) and rows[r][time_key] < optimal[o][0]:
+            # complete missing keys in original object
+            rows[r] = __add_missing_keys(original=rows[r], complete=neutral_clone)
+            result.append(rows[r])
+            r += 1
+        elif r < len(rows) and o < len(optimal) and optimal[o][0] <= rows[r][time_key] < optimal[o][1]:
+            # complete missing keys in original object
+            rows[r] = __add_missing_keys(original=rows[r], complete=neutral_clone)
+            result.append(rows[r])
+            r += 1
+            o += 1
+        else:
+            neutral_clone[time_key] = optimal[o][0]
+            result.append(neutral_clone)
+            o += 1
+        # elif r < len(rows) and rows[r][time_key] >= optimal[o][1]:
+        #     neutral_clone[time_key] = optimal[o][0]
+        #     result.append(neutral_clone)
+        #     o += 1
+        # else:
+        #     neutral_clone[time_key] = optimal[o][0]
+        #     result.append(neutral_clone)
+        #     o += 1
+    return result
+
+
+def __get_constraint(data, fields, table_name):
+    constraints = []
+    # for k in fields.keys():
+    for i, f in enumerate(data.get("filters", [])):
+        if f["key"] in fields.keys():
+            if f["value"] in ["*", ""]:
+                constraints.append(f"isNotNull({table_name}{fields[f['key']]})")
+            else:
+                constraints.append(f"{table_name}{fields[f['key']]} = %({f['key']}_{i})s")
+    # TODO: remove this in next release
+    offset = len(data.get("filters", []))
+    for i, f in enumerate(data.keys()):
+        if f in fields.keys():
+            if data[f] in ["*", ""]:
+                constraints.append(f"isNotNull({table_name}{fields[f]})")
+            else:
+                constraints.append(f"{table_name}{fields[f]} = %({f}_{i + offset})s")
+    return constraints
+
+
+def __get_constraint_values(data):
+    params = {}
+    for i, f in enumerate(data.get("filters", [])):
+        params[f"{f['key']}_{i}"] = f["value"]
+
+    # TODO: remove this in next release
+    offset = len(data.get("filters", []))
+    for i, f in enumerate(data.keys()):
+        params[f"{f}_{i + offset}"] = data[f]
+    return params
+
+
+METADATA_FIELDS = {"userId": "user_id",
+                   "userAnonymousId": "user_anonymous_id",
+                   "metadata1": "metadata_1",
+                   "metadata2": "metadata_2",
+                   "metadata3": "metadata_3",
+                   "metadata4": "metadata_4",
+                   "metadata5": "metadata_5",
+                   "metadata6": "metadata_6",
+                   "metadata7": "metadata_7",
+                   "metadata8": "metadata_8",
+                   "metadata9": "metadata_9",
+                   "metadata10": "metadata_10"}
+
+
+def __get_meta_constraint(data):
+    return __get_constraint(data=data, fields=METADATA_FIELDS, table_name="sessions_metadata.")
+
+
+SESSIONS_META_FIELDS = {"revId": "rev_id",
+                        "country": "user_country",
+                        "os": "user_os",
+                        "platform": "user_device_type",
+                        "device": "user_device",
+                        "browser": "user_browser"}
+
+
+def __get_generic_constraint(data, table_name):
+    return __get_constraint(data=data, fields=SESSIONS_META_FIELDS, table_name=table_name)
+
+
+def get_processed_sessions(project_id, startTimestamp=TimeUTC.now(delta_days=-1),
+                           endTimestamp=TimeUTC.now(),
+                           density=7, **args):
+    step_size = get_step_size(startTimestamp, endTimestamp, density)
+    ch_sub_query = __get_basic_constraints(table_name="sessions", data=args)
+    ch_sub_query_chart = __get_basic_constraints(table_name="sessions", round_start=True, data=args)
+    meta_condition = __get_meta_constraint(args)
+    ch_sub_query += meta_condition
+    ch_sub_query_chart += meta_condition
+    with ch_client.ClickHouseClient() as ch:
+        ch_query = f"""\
+                SELECT toUnixTimestamp(toStartOfInterval(sessions.datetime, INTERVAL %(step_size)s second)) * 1000 AS timestamp,
+                       COUNT(DISTINCT sessions.session_id) AS value
+                FROM {exp_ch_helper.get_main_sessions_table(startTimestamp)} AS sessions
+                WHERE {" AND ".join(ch_sub_query_chart)}
+                GROUP BY timestamp
+                ORDER BY timestamp;\
+        """
+        params = {"step_size": step_size, "project_id": project_id, "startTimestamp": startTimestamp,
+                  "endTimestamp": endTimestamp, **__get_constraint_values(args)}
+
+        rows = ch.execute(query=ch_query, parameters=params)
+
+        results = {
+            "value": sum([r["value"] for r in rows]),
+            "chart": __complete_missing_steps(rows=rows, start_time=startTimestamp, end_time=endTimestamp,
+                                              density=density,
+                                              neutral={"value": 0})
+        }
+
+        diff = endTimestamp - startTimestamp
+        endTimestamp = startTimestamp
+        startTimestamp = endTimestamp - diff
+
+        ch_query = f""" SELECT COUNT(1) AS count
+                        FROM {exp_ch_helper.get_main_sessions_table(startTimestamp)} AS sessions
+                        WHERE {" AND ".join(ch_sub_query)};"""
+        params = {"project_id": project_id, "startTimestamp": startTimestamp, "endTimestamp": endTimestamp,
+                  **__get_constraint_values(args)}
+
+        count = ch.execute(query=ch_query, parameters=params)
+
+        count = count[0]["count"]
+
+        results["progress"] = helper.__progress(old_val=count, new_val=results["value"])
+    results["unit"] = schemas.TemplatePredefinedUnits.COUNT
+    return results
+
+
+def __get_domains_errors_neutral(rows):
+    neutral = {l: 0 for l in [i for k in [list(v.keys()) for v in rows] for i in k]}
+    if len(neutral.keys()) == 0:
+        neutral = {"All": 0}
+    return neutral
+
+
+def __merge_rows_with_neutral(rows, neutral):
+    for i in range(len(rows)):
+        rows[i] = {**neutral, **rows[i]}
+    return rows
+
+
+def __get_domains_errors_4xx_and_5xx(status, project_id, startTimestamp=TimeUTC.now(delta_days=-1),
+                                     endTimestamp=TimeUTC.now(), density=6, **args):
+    step_size = get_step_size(startTimestamp, endTimestamp, density)
+    ch_sub_query = __get_basic_constraints(table_name="requests", round_start=True, data=args)
+    ch_sub_query.append("requests.event_type='REQUEST'")
+    ch_sub_query.append("intDiv(requests.status, 100) == %(status_code)s")
+    meta_condition = __get_meta_constraint(args)
+    ch_sub_query += meta_condition
+
+    with ch_client.ClickHouseClient() as ch:
+        ch_query = f"""SELECT timestamp,
+                               groupArray([domain, toString(count)]) AS keys
+                        FROM (SELECT toUnixTimestamp(toStartOfInterval(requests.datetime, INTERVAL %(step_size)s second)) * 1000 AS timestamp,
+                                        requests.url_host AS domain, COUNT(1) AS count
+                                FROM {exp_ch_helper.get_main_events_table(startTimestamp)} AS requests
+                                WHERE {" AND ".join(ch_sub_query)} 
+                                GROUP BY timestamp,requests.url_host
+                                ORDER BY timestamp, count DESC 
+                                LIMIT 5 BY timestamp) AS domain_stats
+                        GROUP BY timestamp;"""
+        params = {"project_id": project_id,
+                  "startTimestamp": startTimestamp,
+                  "endTimestamp": endTimestamp,
+                  "step_size": step_size,
+                  "status_code": status, **__get_constraint_values(args)}
+        rows = ch.execute(query=ch_query, parameters=params)
+        rows = __nested_array_to_dict_array(rows)
+        neutral = __get_domains_errors_neutral(rows)
+        rows = __merge_rows_with_neutral(rows, neutral)
+
+        return __complete_missing_steps(rows=rows, start_time=startTimestamp,
+                                        end_time=endTimestamp,
+                                        density=density, neutral=neutral)
+
+
+def get_domains_errors_4xx(project_id, startTimestamp=TimeUTC.now(delta_days=-1),
+                           endTimestamp=TimeUTC.now(), density=6, **args):
+    return __get_domains_errors_4xx_and_5xx(status=4, project_id=project_id, startTimestamp=startTimestamp,
+                                            endTimestamp=endTimestamp, density=density, **args)
+
+
+def get_domains_errors_5xx(project_id, startTimestamp=TimeUTC.now(delta_days=-1),
+                           endTimestamp=TimeUTC.now(), density=6, **args):
+    return __get_domains_errors_4xx_and_5xx(status=5, project_id=project_id, startTimestamp=startTimestamp,
+                                            endTimestamp=endTimestamp, density=density, **args)
+
+
+def __nested_array_to_dict_array(rows):
+    for r in rows:
+        for i in range(len(r["keys"])):
+            r[r["keys"][i][0]] = int(r["keys"][i][1])
+        r.pop("keys")
+    return rows
+
+
+def get_errors_per_domains(project_id, limit, page, startTimestamp=TimeUTC.now(delta_days=-1),
+                           endTimestamp=TimeUTC.now(), **args):
+    ch_sub_query = __get_basic_constraints(table_name="requests", data=args)
+    ch_sub_query.append("requests.event_type = 'REQUEST'")
+    ch_sub_query.append("requests.success = 0")
+    meta_condition = __get_meta_constraint(args)
+    ch_sub_query += meta_condition
+    params = {"project_id": project_id,
+              "startTimestamp": startTimestamp,
+              "endTimestamp": endTimestamp,
+              **__get_constraint_values(args),
+              "limit_s": (page - 1) * limit,
+              "limit": limit}
+    with ch_client.ClickHouseClient() as ch:
+        ch_query = f"""SELECT
+                            requests.url_host AS domain,
+                            COUNT(1) AS errors_count,
+                            COUNT(1) OVER ()          AS total,
+                            SUM(errors_count) OVER () AS count
+                        FROM {exp_ch_helper.get_main_events_table(startTimestamp)} AS requests
+                        WHERE {" AND ".join(ch_sub_query)}
+                        GROUP BY requests.url_host
+                        ORDER BY errors_count DESC
+                        LIMIT %(limit)s OFFSET %(limit_s)s;"""
+        logger.debug("-----------")
+        logger.debug(ch.format(query=ch_query, parameters=params))
+        logger.debug("-----------")
+        rows = ch.execute(query=ch_query, parameters=params)
+        response = {"count": 0, "total": 0, "values": []}
+        if len(rows) > 0:
+            response["count"] = rows[0]["count"]
+            response["total"] = rows[0]["total"]
+            rows = helper.list_to_camel_case(rows)
+            for r in rows:
+                r.pop("count")
+                r.pop("total")
+
+    return response
+
+
+def get_errors_per_type(project_id, startTimestamp=TimeUTC.now(delta_days=-1), endTimestamp=TimeUTC.now(),
+                        platform=None, density=7, **args):
+    step_size = get_step_size(startTimestamp, endTimestamp, density)
+    ch_sub_query_chart = __get_basic_constraints(table_name="events", round_start=True,
+                                                 data=args)
+    ch_sub_query_chart.append("(events.event_type = 'REQUEST' OR events.event_type = 'ERROR')")
+    ch_sub_query_chart.append("(events.status>200 OR events.event_type = 'ERROR')")
+    meta_condition = __get_meta_constraint(args)
+    ch_sub_query_chart += meta_condition
+
+    with ch_client.ClickHouseClient() as ch:
+        ch_query = f"""SELECT toUnixTimestamp(toStartOfInterval(datetime, INTERVAL %(step_size)s second)) * 1000  AS timestamp,
+                               SUM(events.event_type = 'REQUEST' AND intDiv(events.status, 100) == 4)     AS _4xx,
+                               SUM(events.event_type = 'REQUEST' AND intDiv(events.status, 100) == 5)     AS _5xx,
+                               SUM(events.event_type = 'ERROR' AND events.source == 'js_exception')       AS js,
+                               SUM(events.event_type = 'ERROR' AND events.source != 'js_exception')       AS integrations
+                        FROM {exp_ch_helper.get_main_events_table(startTimestamp)} AS events
+                        WHERE {" AND ".join(ch_sub_query_chart)}
+                        GROUP BY timestamp
+                        ORDER BY timestamp;"""
+        params = {"step_size": step_size,
+                  "project_id": project_id,
+                  "startTimestamp": startTimestamp,
+                  "endTimestamp": endTimestamp, **__get_constraint_values(args)}
+        rows = ch.execute(query=ch_query, parameters=params)
+        rows = helper.list_to_camel_case(rows)
+
+    return __complete_missing_steps(rows=rows, start_time=startTimestamp,
+                                    end_time=endTimestamp,
+                                    density=density,
+                                    neutral={"4xx": 0, "5xx": 0, "js": 0, "integrations": 0})
+
+
+def get_impacted_sessions_by_js_errors(project_id, startTimestamp=TimeUTC.now(delta_days=-1),
+                                       endTimestamp=TimeUTC.now(), density=7, **args):
+    step_size = get_step_size(startTimestamp, endTimestamp, density)
+    ch_sub_query_chart = __get_basic_constraints(table_name="errors", round_start=True, data=args)
+    ch_sub_query_chart.append("errors.event_type='ERROR'")
+    ch_sub_query_chart.append("errors.source == 'js_exception'")
+    meta_condition = __get_meta_constraint(args)
+    ch_sub_query_chart += meta_condition
+
+    with ch_client.ClickHouseClient() as ch:
+        ch_query = f"""SELECT toUnixTimestamp(toStartOfInterval(errors.datetime, INTERVAL %(step_size)s second)) * 1000  AS timestamp,
+                              COUNT(DISTINCT errors.session_id) AS sessions_count,
+                              COUNT(DISTINCT errors.error_id) AS errors_count
+                        FROM {exp_ch_helper.get_main_events_table(startTimestamp)} AS errors
+                        WHERE {" AND ".join(ch_sub_query_chart)}
+                        GROUP BY timestamp
+                        ORDER BY timestamp;;"""
+        rows = ch.execute(query=ch_query,
+                          params={"step_size": step_size,
+                                  "project_id": project_id,
+                                  "startTimestamp": startTimestamp,
+                                  "endTimestamp": endTimestamp, **__get_constraint_values(args)})
+        ch_query = f"""SELECT   COUNT(DISTINCT errors.session_id) AS sessions_count,
+                                COUNT(DISTINCT errors.error_id) AS errors_count
+                        FROM {exp_ch_helper.get_main_events_table(startTimestamp)} AS errors
+                        WHERE {" AND ".join(ch_sub_query_chart)};"""
+        counts = ch.execute(query=ch_query,
+                            params={"step_size": step_size,
+                                    "project_id": project_id,
+                                    "startTimestamp": startTimestamp,
+                                    "endTimestamp": endTimestamp, **__get_constraint_values(args)})
+    return {"sessionsCount": counts[0]["sessions_count"],
+            "errorsCount": counts[0]["errors_count"],
+            "chart": helper.list_to_camel_case(__complete_missing_steps(rows=rows, start_time=startTimestamp,
+                                                                        end_time=endTimestamp,
+                                                                        density=density,
+                                                                        neutral={"sessions_count": 0,
+                                                                                 "errors_count": 0}))}
+
+
+def get_resources_by_party(project_id, startTimestamp=TimeUTC.now(delta_days=-1),
+                           endTimestamp=TimeUTC.now(), density=7, **args):
+    step_size = get_step_size(startTimestamp, endTimestamp, density)
+    ch_sub_query = __get_basic_constraints(table_name="requests", round_start=True, data=args)
+    ch_sub_query.append("requests.event_type='REQUEST'")
+    ch_sub_query.append("requests.success = 0")
+    sch_sub_query = ["rs.project_id =toUInt16(%(project_id)s)", "rs.event_type='REQUEST'"]
+    meta_condition = __get_meta_constraint(args)
+    ch_sub_query += meta_condition
+    # sch_sub_query += meta_condition
+
+    with ch_client.ClickHouseClient() as ch:
+        ch_query = f"""SELECT toUnixTimestamp(toStartOfInterval(sub_requests.datetime, INTERVAL %(step_size)s second)) * 1000 AS timestamp,
+                            SUM(first.url_host = sub_requests.url_host) AS first_party,
+                            SUM(first.url_host != sub_requests.url_host) AS third_party
+                        FROM 
+                        (
+                            SELECT requests.datetime, requests.url_host 
+                            FROM {exp_ch_helper.get_main_events_table(startTimestamp)} AS requests
+                            WHERE {" AND ".join(ch_sub_query)}
+                        ) AS sub_requests
+                        CROSS JOIN 
+                        (
+                            SELECT
+                                rs.url_host,
+                                COUNT(1) AS count
+                            FROM {exp_ch_helper.get_main_events_table(startTimestamp)} AS rs
+                            WHERE {" AND ".join(sch_sub_query)}
+                            GROUP BY rs.url_host
+                            ORDER BY count DESC
+                            LIMIT 1
+                        ) AS first
+                        GROUP BY timestamp
+                        ORDER BY timestamp;"""
+        params = {"step_size": step_size,
+                  "project_id": project_id,
+                  "startTimestamp": startTimestamp,
+                  "endTimestamp": endTimestamp, **__get_constraint_values(args)}
+        rows = ch.execute(query=ch_query, parameters=params)
+    return helper.list_to_camel_case(__complete_missing_steps(rows=rows, start_time=startTimestamp,
+                                                              end_time=endTimestamp,
+                                                              density=density,
+                                                              neutral={"first_party": 0,
+                                                                       "third_party": 0}))
+
+
+def get_user_activity_avg_visited_pages(project_id, startTimestamp=TimeUTC.now(delta_days=-1),
+                                        endTimestamp=TimeUTC.now(), **args):
+    results = {}
+
+    with ch_client.ClickHouseClient() as ch:
+        rows = __get_user_activity_avg_visited_pages(ch, project_id, startTimestamp, endTimestamp, **args)
+        if len(rows) > 0:
+            results = helper.dict_to_camel_case(rows[0])
+            for key in results:
+                if isnan(results[key]):
+                    results[key] = 0
+        results["chart"] = __get_user_activity_avg_visited_pages_chart(ch, project_id, startTimestamp,
+                                                                       endTimestamp, **args)
+
+        diff = endTimestamp - startTimestamp
+        endTimestamp = startTimestamp
+        startTimestamp = endTimestamp - diff
+        rows = __get_user_activity_avg_visited_pages(ch, project_id, startTimestamp, endTimestamp, **args)
+
+        if len(rows) > 0:
+            previous = helper.dict_to_camel_case(rows[0])
+            results["progress"] = helper.__progress(old_val=previous["value"], new_val=results["value"])
+    results["unit"] = schemas.TemplatePredefinedUnits.COUNT
+    return results
+
+
+def __get_user_activity_avg_visited_pages(ch, project_id, startTimestamp, endTimestamp, **args):
+    ch_sub_query = __get_basic_constraints(table_name="pages", data=args)
+    ch_sub_query.append("pages.event_type='LOCATION'")
+    meta_condition = __get_meta_constraint(args)
+    ch_sub_query += meta_condition
+
+    ch_query = f"""SELECT COALESCE(CEIL(avgOrNull(count)),0) AS value
+                    FROM (SELECT COUNT(1) AS count 
+                            FROM {exp_ch_helper.get_main_events_table(startTimestamp)} AS pages
+                            WHERE {" AND ".join(ch_sub_query)}
+                            GROUP BY session_id) AS groupped_data
+                    WHERE count>0;"""
+    params = {"project_id": project_id, "startTimestamp": startTimestamp, "endTimestamp": endTimestamp,
+              **__get_constraint_values(args)}
+
+    rows = ch.execute(query=ch_query, parameters=params)
+
+    return rows
+
+
+def __get_user_activity_avg_visited_pages_chart(ch, project_id, startTimestamp, endTimestamp, density=20, **args):
+    step_size = get_step_size(endTimestamp=endTimestamp, startTimestamp=startTimestamp, density=density)
+    ch_sub_query_chart = __get_basic_constraints(table_name="pages", round_start=True, data=args)
+    ch_sub_query_chart.append("pages.event_type='LOCATION'")
+    meta_condition = __get_meta_constraint(args)
+    ch_sub_query_chart += meta_condition
+
+    params = {"step_size": step_size, "project_id": project_id, "startTimestamp": startTimestamp,
+              "endTimestamp": endTimestamp, **__get_constraint_values(args)}
+    ch_query = f"""SELECT timestamp, COALESCE(avgOrNull(count), 0) AS value
+                    FROM (SELECT toUnixTimestamp(toStartOfInterval(pages.datetime, INTERVAL %(step_size)s second ))*1000 AS timestamp,
+                            session_id, COUNT(1) AS count 
+                          FROM {exp_ch_helper.get_main_events_table(startTimestamp)} AS pages
+                          WHERE {" AND ".join(ch_sub_query_chart)}
+                          GROUP BY timestamp,session_id
+                          ORDER BY timestamp) AS groupped_data
+                    WHERE count>0
+                    GROUP BY timestamp
+                    ORDER BY timestamp;"""
+    rows = ch.execute(query=ch_query, parameters=params)
+    rows = __complete_missing_steps(rows=rows, start_time=startTimestamp,
+                                    end_time=endTimestamp,
+                                    density=density, neutral={"value": 0})
+    return rows
+
+
+def get_top_metrics_count_requests(project_id, startTimestamp=TimeUTC.now(delta_days=-1),
+                                   endTimestamp=TimeUTC.now(), value=None, density=20, **args):
+    step_size = get_step_size(endTimestamp=endTimestamp, startTimestamp=startTimestamp, density=density)
+    ch_sub_query_chart = __get_basic_constraints(table_name="pages", round_start=True, data=args)
+    ch_sub_query_chart.append("pages.event_type='LOCATION'")
+    meta_condition = __get_meta_constraint(args)
+    ch_sub_query_chart += meta_condition
+    ch_sub_query = __get_basic_constraints(table_name="pages", data=args)
+    ch_sub_query.append("pages.event_type='LOCATION'")
+    ch_sub_query += meta_condition
+
+    if value is not None:
+        ch_sub_query.append("pages.url_path = %(value)s")
+        ch_sub_query_chart.append("pages.url_path = %(value)s")
+    with ch_client.ClickHouseClient() as ch:
+        ch_query = f"""SELECT COUNT(1) AS value
+                       FROM {exp_ch_helper.get_main_events_table(startTimestamp)} AS pages 
+                       WHERE {" AND ".join(ch_sub_query)};"""
+        params = {"step_size": step_size, "project_id": project_id,
+                  "startTimestamp": startTimestamp,
+                  "endTimestamp": endTimestamp,
+                  "value": value, **__get_constraint_values(args)}
+        rows = ch.execute(query=ch_query, parameters=params)
+        result = rows[0]
+        ch_query = f"""SELECT toUnixTimestamp(toStartOfInterval(pages.datetime, INTERVAL %(step_size)s second ))*1000 AS timestamp,
+                              COUNT(1) AS value 
+                      FROM {exp_ch_helper.get_main_events_table(startTimestamp)} AS pages
+                      WHERE {" AND ".join(ch_sub_query_chart)}
+                      GROUP BY timestamp
+                      ORDER BY timestamp;"""
+        params = {**params, **__get_constraint_values(args)}
+        rows = ch.execute(query=ch_query, parameters=params)
+        rows = __complete_missing_steps(rows=rows, start_time=startTimestamp,
+                                        end_time=endTimestamp,
+                                        density=density, neutral={"value": 0})
+        result["chart"] = rows
+    result["unit"] = schemas.TemplatePredefinedUnits.COUNT
+    return helper.dict_to_camel_case(result)
+
+
+def get_unique_users(project_id, startTimestamp=TimeUTC.now(delta_days=-1),
+                     endTimestamp=TimeUTC.now(),
+                     density=7, **args):
+    step_size = get_step_size(startTimestamp, endTimestamp, density)
+    ch_sub_query = __get_basic_constraints(table_name="sessions", data=args)
+    ch_sub_query_chart = __get_basic_constraints(table_name="sessions", round_start=True, data=args)
+    meta_condition = __get_meta_constraint(args)
+    ch_sub_query += meta_condition
+    ch_sub_query_chart += meta_condition
+    ch_sub_query_chart.append("isNotNull(sessions.user_id)")
+    ch_sub_query_chart.append("sessions.user_id!=''")
+    with ch_client.ClickHouseClient() as ch:
+        ch_query = f"""\
+                SELECT toUnixTimestamp(toStartOfInterval(sessions.datetime, INTERVAL %(step_size)s second)) * 1000 AS timestamp,
+                       COUNT(DISTINCT sessions.user_id) AS value
+                FROM {exp_ch_helper.get_main_sessions_table(startTimestamp)} AS sessions
+                WHERE {" AND ".join(ch_sub_query_chart)}
+                GROUP BY timestamp
+                ORDER BY timestamp;\
+        """
+        params = {"step_size": step_size, "project_id": project_id, "startTimestamp": startTimestamp,
+                  "endTimestamp": endTimestamp, **__get_constraint_values(args)}
+
+        rows = ch.execute(query=ch_query, parameters=params)
+
+        results = {
+            "value": sum([r["value"] for r in rows]),
+            "chart": __complete_missing_steps(rows=rows, start_time=startTimestamp, end_time=endTimestamp,
+                                              density=density,
+                                              neutral={"value": 0})
+        }
+
+        diff = endTimestamp - startTimestamp
+        endTimestamp = startTimestamp
+        startTimestamp = endTimestamp - diff
+
+        ch_query = f""" SELECT COUNT(DISTINCT user_id) AS count
+                        FROM {exp_ch_helper.get_main_sessions_table(startTimestamp)} AS sessions
+                        WHERE {" AND ".join(ch_sub_query)};"""
+        params = {"project_id": project_id, "startTimestamp": startTimestamp, "endTimestamp": endTimestamp,
+                  **__get_constraint_values(args)}
+
+        count = ch.execute(query=ch_query, parameters=params)
+
+        count = count[0]["count"]
+
+        results["progress"] = helper.__progress(old_val=count, new_val=results["value"])
+    results["unit"] = schemas.TemplatePredefinedUnits.COUNT
+    return results
+
+
+def get_speed_index_location(project_id, startTimestamp=TimeUTC.now(delta_days=-1),
+                             endTimestamp=TimeUTC.now(), **args):
+    ch_sub_query = __get_basic_constraints(table_name="pages", data=args)
+    ch_sub_query.append("pages.event_type='LOCATION'")
+    ch_sub_query.append("isNotNull(pages.speed_index)")
+    ch_sub_query.append("pages.speed_index>0")
+    meta_condition = __get_meta_constraint(args)
+    ch_sub_query += meta_condition
+
+    with ch_client.ClickHouseClient() as ch:
+        ch_query = f"""SELECT sessions.user_country, COALESCE(avgOrNull(pages.speed_index),0) AS value
+                        FROM {exp_ch_helper.get_main_events_table(startTimestamp)} AS pages
+                            INNER JOIN {exp_ch_helper.get_main_sessions_table(startTimestamp)} AS sessions USING (session_id)
+                        WHERE {" AND ".join(ch_sub_query)} 
+                        GROUP BY sessions.user_country
+                        ORDER BY value ,sessions.user_country;"""
+        params = {"project_id": project_id,
+                  "startTimestamp": startTimestamp,
+                  "endTimestamp": endTimestamp, **__get_constraint_values(args)}
+        rows = ch.execute(query=ch_query, parameters=params)
+        ch_query = f"""SELECT COALESCE(avgOrNull(pages.speed_index),0) AS avg
+                    FROM {exp_ch_helper.get_main_events_table(startTimestamp)} AS pages
+                    WHERE {" AND ".join(ch_sub_query)};"""
+        avg = ch.execute(query=ch_query, parameters=params)[0]["avg"] if len(rows) > 0 else 0
+    return {"value": avg, "chart": helper.list_to_camel_case(rows), "unit": schemas.TemplatePredefinedUnits.MILLISECOND}

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

@@ -5,8 +5,8 @@ from decouple import config
 logger = logging.getLogger(__name__)
 
 if config("EXP_METRICS", cast=bool, default=False):
-    import chalicelib.core.sessions.sessions_ch as sessions
+    from chalicelib.core.sessions import sessions_ch as sessions
 else:
-    import chalicelib.core.sessions.sessions_pg as sessions
+    from chalicelib.core.sessions import sessions
 
 from chalicelib.core.sessions import sessions_mobs

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

@@ -175,7 +175,7 @@ def get_simple_funnel(filter_d: schemas.CardSeriesFilterSchema, project: schemas
                     value_key=e_k
                 ) if not specific_condition else specific_condition)
 
-    full_args = {"eventTypes": event_types, **full_args, **values}
+    full_args = {"eventTypes": tuple(event_types), **full_args, **values}
     n_stages = len(n_stages_query)
     if n_stages == 0:
         return []
@@ -243,7 +243,7 @@ def get_simple_funnel(filter_d: schemas.CardSeriesFilterSchema, project: schemas
         logger.debug(query)
         logger.debug("---------------------------------------------------")
         try:
-            row = cur.execute(query=query)
+            row = cur.execute(query)
         except Exception as err:
             logger.warning("--------- SIMPLE FUNNEL SEARCH QUERY EXCEPTION CH-----------")
             logger.warning(query)

api/chalicelib/core/metrics/product_analytics.py

@@ -89,9 +89,6 @@ def __transform_journey(rows, reverse_path=False):
                 link["target"] = sr_idx
             links.append(link)
 
-    if reverse_path:
-        for n in nodes_values:
-            n["depth"] = max_depth - n["depth"]
     return {"nodes": nodes_values,
             "links": sorted(links, key=lambda x: (x["source"], x["target"]), reverse=False)}
 

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

@@ -1,10 +0,0 @@
-import logging
-
-from decouple import config
-
-logger = logging.getLogger(__name__)
-if config("EXP_METRICS", cast=bool, default=False):
-    logger.info(">>> Using experimental product-analytics")
-    from .product_analytics_ch import *
-else:
-    from .product_analytics import *

api/chalicelib/core/metrics/product_analytics_ch.py

@@ -1,99 +1,42 @@
-import logging
-from time import time
+from typing import List
 
 import schemas
-from chalicelib.core import metadata
-from .product_analytics import __transform_journey
+from chalicelib.core.metrics.metrics_ch import __get_basic_constraints, __get_meta_constraint
+from chalicelib.core.metrics.metrics_ch import __get_constraint_values, __complete_missing_steps
 from chalicelib.utils import ch_client, exp_ch_helper
-from chalicelib.utils import helper
-from chalicelib.utils import sql_helper as sh
+from chalicelib.utils import helper, dev
 from chalicelib.utils.TimeUTC import TimeUTC
-from chalicelib.utils.metrics_helper import get_step_size
+from chalicelib.utils import sql_helper as sh
+from chalicelib.core import metadata
+from time import time
+
+import logging
+from chalicelib.core.metrics.product_analytics import __transform_journey
 
 logger = logging.getLogger(__name__)
 
 JOURNEY_TYPES = {
-    schemas.ProductAnalyticsSelectedEventType.LOCATION: {"eventType": "LOCATION", "column": "`$properties`.url_path"},
-    schemas.ProductAnalyticsSelectedEventType.CLICK: {"eventType": "CLICK", "column": "`$properties`.label"},
-    schemas.ProductAnalyticsSelectedEventType.INPUT: {"eventType": "INPUT", "column": "`$properties`.label"},
-    schemas.ProductAnalyticsSelectedEventType.CUSTOM_EVENT: {"eventType": "CUSTOM", "column": "`$properties`.name"}
+    schemas.ProductAnalyticsSelectedEventType.LOCATION: {"eventType": "LOCATION", "column": "url_path"},
+    schemas.ProductAnalyticsSelectedEventType.CLICK: {"eventType": "CLICK", "column": "label"},
+    schemas.ProductAnalyticsSelectedEventType.INPUT: {"eventType": "INPUT", "column": "label"},
+    schemas.ProductAnalyticsSelectedEventType.CUSTOM_EVENT: {"eventType": "CUSTOM", "column": "name"}
 }
 
 
-def __get_basic_constraints_events(table_name=None, identifier="project_id"):
-    if table_name:
-        table_name += "."
-    else:
-        table_name = ""
-    ch_sub_query = [f"{table_name}{identifier} =toUInt16(%({identifier})s)"]
-    ch_sub_query.append(f"{table_name}created_at >= toDateTime(%(startTimestamp)s/1000)")
-    ch_sub_query.append(f"{table_name}created_at < toDateTime(%(endTimestamp)s/1000)")
-    return ch_sub_query
-
-
-def __frange(start, stop, step):
-    result = []
-    i = start
-    while i < stop:
-        result.append(i)
-        i += step
-    return result
-
-
-def __add_missing_keys(original, complete):
-    for missing in [key for key in complete.keys() if key not in original.keys()]:
-        original[missing] = complete[missing]
-    return original
-
-
-def __complete_missing_steps(start_time, end_time, density, neutral, rows, time_key="timestamp", time_coefficient=1000):
-    if len(rows) == density:
-        return rows
-    step = get_step_size(start_time, end_time, density, decimal=True)
-    optimal = [(int(i * time_coefficient), int((i + step) * time_coefficient)) for i in
-               __frange(start_time // time_coefficient, end_time // time_coefficient, step)]
-    result = []
-    r = 0
-    o = 0
-    for i in range(density):
-        neutral_clone = dict(neutral)
-        for k in neutral_clone.keys():
-            if callable(neutral_clone[k]):
-                neutral_clone[k] = neutral_clone[k]()
-        if r < len(rows) and len(result) + len(rows) - r == density:
-            result += rows[r:]
-            break
-        if r < len(rows) and o < len(optimal) and rows[r][time_key] < optimal[o][0]:
-            # complete missing keys in original object
-            rows[r] = __add_missing_keys(original=rows[r], complete=neutral_clone)
-            result.append(rows[r])
-            r += 1
-        elif r < len(rows) and o < len(optimal) and optimal[o][0] <= rows[r][time_key] < optimal[o][1]:
-            # complete missing keys in original object
-            rows[r] = __add_missing_keys(original=rows[r], complete=neutral_clone)
-            result.append(rows[r])
-            r += 1
-            o += 1
-        else:
-            neutral_clone[time_key] = optimal[o][0]
-            result.append(neutral_clone)
-            o += 1
-    return result
-
 
 # startPoints are computed before ranked_events to reduce the number of window functions over rows
 # 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
+    # # This code is used for testing only
+    # return __get_test_data()
+
+    # ------ end of testing code ---
     sub_events = []
     start_points_conditions = []
     step_0_conditions = []
     step_1_post_conditions = ["event_number_in_session <= %(density)s"]
-    q2_extra_col = None
-    q2_extra_condition = None
+
     if len(data.metric_value) == 0:
         data.metric_value.append(schemas.ProductAnalyticsSelectedEventType.LOCATION)
         sub_events.append({"column": JOURNEY_TYPES[schemas.ProductAnalyticsSelectedEventType.LOCATION]["column"],
@@ -106,18 +49,9 @@ def path_analysis(project_id: int, data: schemas.CardPathAnalysis):
                     sub_events.append({"column": JOURNEY_TYPES[s.type]["column"],
                                        "eventType": JOURNEY_TYPES[s.type]["eventType"]})
                     step_1_post_conditions.append(
-                        f"(`$event_name`='{JOURNEY_TYPES[s.type]['eventType']}' AND event_number_in_session = 1 \
-                            OR `$event_name`!='{JOURNEY_TYPES[s.type]['eventType']}' AND event_number_in_session > 1)")
+                        f"(event_type='{JOURNEY_TYPES[s.type]["eventType"]}' AND event_number_in_session = 1 \
+                            OR event_type!='{JOURNEY_TYPES[s.type]["eventType"]}' AND event_number_in_session > 1)")
                     extra_metric_values.append(s.type)
-                    if not q2_extra_col:
-                        # This is used in case start event has different type of the visible event,
-                        # because it causes intermediary events to be removed, so you find a jump from step-0 to step-3
-                        # because step-2 is not of a visible event
-                        q2_extra_col = """,leadInFrame(toNullable(event_number_in_session))
-                                              OVER (PARTITION BY session_id ORDER BY created_at %s
-                                                ROWS BETWEEN UNBOUNDED PRECEDING AND UNBOUNDED FOLLOWING) AS next_event_number_in_session"""
-                        q2_extra_condition = """WHERE event_number_in_session + 1 = next_event_number_in_session
-                                                    OR isNull(next_event_number_in_session);"""
             data.metric_value += extra_metric_values
 
         for v in data.metric_value:
@@ -129,7 +63,7 @@ def path_analysis(project_id: int, data: schemas.CardPathAnalysis):
         main_column = sub_events[0]['column']
     else:
         main_column = f"multiIf(%s,%s)" % (
-            ','.join([f"`$event_name`='{s['eventType']}',{s['column']}" for s in sub_events[:-1]]),
+            ','.join([f"event_type='{s['eventType']}',{s['column']}" for s in sub_events[:-1]]),
             sub_events[-1]["column"])
     extra_values = {}
     reverse = data.start_type == "end"
@@ -142,19 +76,19 @@ def path_analysis(project_id: int, data: schemas.CardPathAnalysis):
         event_type = JOURNEY_TYPES[sf.type]['eventType']
         extra_values = {**extra_values, **sh.multi_values(sf.value, value_key=f_k),
                         f"start_event_type_{i}": event_type}
-        start_points_conditions.append(f"(`$event_name`=%(start_event_type_{i})s AND " +
+        start_points_conditions.append(f"(event_type=%(start_event_type_{i})s AND " +
                                        sh.multi_conditions(f'{event_column} {op} %({f_k})s', sf.value, is_not=is_not,
                                                            value_key=f_k)
                                        + ")")
-        step_0_conditions.append(f"(`$event_name`=%(start_event_type_{i})s AND " +
+        step_0_conditions.append(f"(event_type=%(start_event_type_{i})s AND " +
                                  sh.multi_conditions(f'e_value {op} %({f_k})s', sf.value, is_not=is_not,
                                                      value_key=f_k)
                                  + ")")
     if len(start_points_conditions) > 0:
         start_points_conditions = ["(" + " OR ".join(start_points_conditions) + ")",
                                    "events.project_id = toUInt16(%(project_id)s)",
-                                   "events.created_at >= toDateTime(%(startTimestamp)s / 1000)",
-                                   "events.created_at < toDateTime(%(endTimestamp)s / 1000)"]
+                                   "events.datetime >= toDateTime(%(startTimestamp)s / 1000)",
+                                   "events.datetime < toDateTime(%(endTimestamp)s / 1000)"]
         step_0_conditions = ["(" + " OR ".join(step_0_conditions) + ")",
                              "pre_ranked_events.event_number_in_session = 1"]
 
@@ -343,11 +277,10 @@ def path_analysis(project_id: int, data: schemas.CardPathAnalysis):
     else:
         path_direction = ""
 
-    # ch_sub_query = __get_basic_constraints(table_name="events")
-    ch_sub_query = __get_basic_constraints_events(table_name="events")
+    ch_sub_query = __get_basic_constraints(table_name="events")
     selected_event_type_sub_query = []
     for s in data.metric_value:
-        selected_event_type_sub_query.append(f"events.`$event_name` = '{JOURNEY_TYPES[s]['eventType']}'")
+        selected_event_type_sub_query.append(f"events.event_type = '{JOURNEY_TYPES[s]['eventType']}'")
         if s in exclusions:
             selected_event_type_sub_query[-1] += " AND (" + " AND ".join(exclusions[s]) + ")"
     selected_event_type_sub_query = " OR ".join(selected_event_type_sub_query)
@@ -370,14 +303,14 @@ def path_analysis(project_id: int, data: schemas.CardPathAnalysis):
 
     if len(start_points_conditions) == 0:
         step_0_subquery = """SELECT DISTINCT session_id
-                                   FROM (SELECT `$event_name`, e_value
+                                   FROM (SELECT event_type, e_value
                                          FROM pre_ranked_events
                                          WHERE event_number_in_session = 1
-                                         GROUP BY `$event_name`, e_value
+                                         GROUP BY event_type, e_value
                                          ORDER BY count(1) DESC
                                          LIMIT 1) AS top_start_events
                                             INNER JOIN pre_ranked_events
-                                                       ON (top_start_events.`$event_name` = pre_ranked_events.`$event_name` AND
+                                                       ON (top_start_events.event_type = pre_ranked_events.event_type AND
                                                            top_start_events.e_value = pre_ranked_events.e_value)
                                    WHERE pre_ranked_events.event_number_in_session = 1"""
         initial_event_cte = ""
@@ -386,11 +319,11 @@ def path_analysis(project_id: int, data: schemas.CardPathAnalysis):
                                     FROM pre_ranked_events
                                     WHERE {" AND ".join(step_0_conditions)}"""
         initial_event_cte = f"""\
-            initial_event AS (SELECT events.session_id, MIN(created_at) AS start_event_timestamp
+            initial_event AS (SELECT events.session_id, MIN(datetime) AS start_event_timestamp
                        FROM {main_events_table} {"INNER JOIN sub_sessions USING (session_id)" if len(sessions_conditions) > 0 else ""}
                        WHERE {" AND ".join(start_points_conditions)}
                        GROUP BY 1),"""
-        ch_sub_query.append(f"events.created_at{'<=' if reverse else '>='}initial_event.start_event_timestamp")
+        ch_sub_query.append("events.datetime>=initial_event.start_event_timestamp")
         main_events_table += " INNER JOIN initial_event ON (events.session_id = initial_event.session_id)"
         sessions_conditions = []
 
@@ -401,21 +334,21 @@ def path_analysis(project_id: int, data: schemas.CardPathAnalysis):
     top_query = []
     top_with_next_query = []
     other_query = []
-    for i in range(1, data.density + (1 if data.hide_excess else 0)):
+    for i in range(1, data.density + (0 if data.hide_excess else 1)):
         steps_query.append(f"""n{i} AS (SELECT event_number_in_session,
-                                               `$event_name`,
+                                               event_type,
                                                e_value,
                                                next_type,
                                                next_value,
                                                COUNT(1) AS sessions_count
                                         FROM ranked_events
                                         WHERE event_number_in_session = {i}
-                                        GROUP BY event_number_in_session, `$event_name`, e_value, next_type, next_value
+                                        GROUP BY event_number_in_session, event_type, e_value, next_type, next_value
                                         ORDER BY sessions_count DESC)""")
-        if not data.hide_excess:
+        if data.hide_excess:
             projection_query.append(f"""\
                                     SELECT event_number_in_session,
-                                           `$event_name`,
+                                           event_type,
                                            e_value,
                                            next_type,
                                            next_value,
@@ -425,37 +358,37 @@ def path_analysis(project_id: int, data: schemas.CardPathAnalysis):
         else:
             top_query.append(f"""\
                              SELECT event_number_in_session,
-                                    `$event_name`,
+                                    event_type,
                                     e_value,
-                                    SUM(n{i}.sessions_count) AS sessions_count
+                                    SUM(sessions_count) AS sessions_count
                              FROM n{i}
-                             GROUP BY event_number_in_session, `$event_name`, e_value
+                             GROUP BY event_number_in_session, event_type, e_value
                              ORDER BY sessions_count DESC
                              LIMIT %(visibleRows)s""")
 
         if i < data.density:
             drop_query.append(f"""SELECT event_number_in_session,
-                                                 `$event_name`,
+                                                 event_type,
                                                  e_value,
                                                  'DROP' AS next_type,
                                                  NULL   AS next_value,
                                                  sessions_count
                                           FROM n{i}
                                           WHERE isNull(n{i}.next_type)""")
-            if data.hide_excess:
+            if not data.hide_excess:
                 top_with_next_query.append(f"""\
                                     SELECT n{i}.*
                                            FROM n{i} 
                                               INNER JOIN top_n 
                                                   ON (n{i}.event_number_in_session = top_n.event_number_in_session
-                                                      AND n{i}.`$event_name` = top_n.`$event_name`
+                                                      AND n{i}.event_type = top_n.event_type
                                                       AND n{i}.e_value = top_n.e_value)""")
 
-        if i > 1 and data.hide_excess:
+        if i > 1 and not data.hide_excess:
             other_query.append(f"""SELECT n{i}.*
                                    FROM n{i}
-                                   WHERE (event_number_in_session, `$event_name`, e_value) NOT IN
-                                         (SELECT event_number_in_session, `$event_name`, e_value
+                                   WHERE (event_number_in_session, event_type, e_value) NOT IN
+                                         (SELECT event_number_in_session, event_type, e_value
                                           FROM top_n
                                           WHERE top_n.event_number_in_session = {i})""")
 
@@ -473,12 +406,12 @@ WITH {initial_sessions_cte}
      {initial_event_cte}
      pre_ranked_events AS (SELECT *
                            FROM (SELECT session_id,
-                                        `$event_name`,
-                                        created_at,
-                                        toString({main_column}) AS e_value,
+                                        event_type,
+                                        datetime,
+                                        {main_column} AS e_value,
                                         row_number() OVER (PARTITION BY session_id 
-                                                           ORDER BY created_at {path_direction},
-                                                                    event_id {path_direction} ) AS event_number_in_session
+                                                           ORDER BY datetime {path_direction},
+                                                                    message_id {path_direction} ) AS event_number_in_session
                                  FROM {main_events_table} {"INNER JOIN sub_sessions ON (sub_sessions.session_id = events.session_id)" if len(sessions_conditions) > 0 else ""}
                                  WHERE {" AND ".join(ch_sub_query)}
                                  ) AS full_ranked_events
@@ -486,11 +419,10 @@ WITH {initial_sessions_cte}
 SELECT *
 FROM pre_ranked_events;"""
         logger.debug("---------Q1-----------")
-        ch_query1 = ch.format(query=ch_query1, parameters=params)
-        ch.execute(query=ch_query1)
+        ch.execute(query=ch_query1, parameters=params)
         if time() - _now > 2:
             logger.warning(f">>>>>>>>>PathAnalysis long query EE ({int(time() - _now)}s)<<<<<<<<<")
-            logger.warning(str.encode(ch_query1))
+            logger.warning(ch.format(query=ch_query1, parameters=params))
             logger.warning("----------------------")
         _now = time()
 
@@ -501,68 +433,65 @@ WITH pre_ranked_events AS (SELECT *
      start_points AS ({step_0_subquery}),
      ranked_events AS (SELECT pre_ranked_events.*,
                               leadInFrame(e_value)
-                                          OVER (PARTITION BY session_id ORDER BY created_at {path_direction}
+                                          OVER (PARTITION BY session_id ORDER BY datetime {path_direction}
                                             ROWS BETWEEN UNBOUNDED PRECEDING AND UNBOUNDED FOLLOWING) AS next_value,
-                              leadInFrame(toNullable(`$event_name`))
-                                          OVER (PARTITION BY session_id ORDER BY created_at {path_direction}
+                              leadInFrame(toNullable(event_type))
+                                          OVER (PARTITION BY session_id ORDER BY datetime {path_direction}
                                             ROWS BETWEEN UNBOUNDED PRECEDING AND UNBOUNDED FOLLOWING) AS next_type
-                              {q2_extra_col % path_direction if q2_extra_col else ""}
                        FROM start_points INNER JOIN pre_ranked_events USING (session_id))
 SELECT *
-FROM ranked_events
-{q2_extra_condition if q2_extra_condition else ""};"""
+FROM ranked_events;"""
         logger.debug("---------Q2-----------")
-        ch_query2 = ch.format(query=ch_query2, parameters=params)
-        ch.execute(query=ch_query2)
+        ch.execute(query=ch_query2, parameters=params)
         if time() - _now > 2:
             logger.warning(f">>>>>>>>>PathAnalysis long query EE ({int(time() - _now)}s)<<<<<<<<<")
-            logger.warning(str.encode(ch_query2))
+            logger.warning(ch.format(query=ch_query2, parameters=params))
             logger.warning("----------------------")
         _now = time()
 
         sub_cte = ""
-        if data.hide_excess:
+        if not data.hide_excess:
             sub_cte = f""",
-    top_n AS ({" UNION ALL ".join(top_query)}),
-    top_n_with_next AS ({" UNION ALL ".join(top_with_next_query)}),
-    others_n AS ({" UNION ALL ".join(other_query)})"""
+    top_n AS ({"\nUNION ALL\n".join(top_query)}),
+    top_n_with_next AS ({"\nUNION ALL\n".join(top_with_next_query)}),
+    others_n AS ({"\nUNION ALL\n".join(other_query)})"""
             projection_query = """\
                              -- 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.`$event_name`
+                                                 AND top_n_with_next.next_type = top_n.event_type
                                                  AND top_n_with_next.next_value = top_n.e_value)
                              UNION ALL
                              -- Top to Others: valid
                              SELECT top_n_with_next.event_number_in_session,
-                                    top_n_with_next.`$event_name`,
+                                    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.`$event_name`, others_n.e_value FROM others_n)
-                             GROUP BY top_n_with_next.event_number_in_session, top_n_with_next.`$event_name`, top_n_with_next.e_value
+                                   (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.`$event_name`,
+                                    drop_n.event_type,
                                     drop_n.e_value,
                                     drop_n.next_type,
                                     drop_n.next_value,
                                     drop_n.sessions_count
                              FROM drop_n
                                       INNER JOIN top_n ON (drop_n.event_number_in_session = top_n.event_number_in_session
-                                 AND drop_n.`$event_name` = top_n.`$event_name`
+                                 AND drop_n.event_type = top_n.event_type
                                  AND drop_n.e_value = top_n.e_value)
                              ORDER BY drop_n.event_number_in_session
                              UNION ALL
                              -- Others got to Drop: valid
                              SELECT others_n.event_number_in_session,
-                                    'OTHER'                      AS `$event_name`,
+                                    'OTHER'                      AS event_type,
                                     NULL                         AS e_value,
                                     'DROP'                       AS next_type,
                                     NULL                         AS next_value,
@@ -574,7 +503,7 @@ FROM ranked_events
                              UNION ALL
                              -- Others got to Top:valid
                              SELECT others_n.event_number_in_session,
-                                    'OTHER'                      AS `$event_name`,
+                                    'OTHER'                      AS event_type,
                                     NULL                         AS e_value,
                                     others_n.next_type,
                                     others_n.next_value,
@@ -582,55 +511,49 @@ FROM ranked_events
                              FROM others_n
                              WHERE isNotNull(others_n.next_type)
                                AND (others_n.event_number_in_session + 1, others_n.next_type, others_n.next_value) IN
-                                   (SELECT top_n.event_number_in_session, top_n.`$event_name`, top_n.e_value FROM top_n)
+                                   (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 `$event_name`,
+                                    'OTHER'             AS event_type,
                                     NULL                AS e_value,
                                     'OTHER'             AS next_type,
                                     NULL                AS next_value,
-                                    SUM(others_n.sessions_count) AS sessions_count
+                                    SUM(sessions_count) AS sessions_count
                              FROM others_n
                              WHERE isNotNull(others_n.next_type)
                                AND others_n.event_number_in_session < %(density)s
                                AND (others_n.event_number_in_session + 1, others_n.next_type, others_n.next_value) NOT IN
-                                   (SELECT event_number_in_session, `$event_name`, e_value FROM top_n)
+                                   (SELECT event_number_in_session, event_type, e_value FROM top_n)
                              GROUP BY others_n.event_number_in_session"""
         else:
             projection_query.append("""\
                             SELECT event_number_in_session,
-                                   `$event_name`,
+                                   event_type,
                                    e_value,
                                    next_type,
                                    next_value,
                                    sessions_count
                             FROM drop_n""")
-            projection_query = " UNION ALL ".join(projection_query)
+            projection_query = "\nUNION ALL\n".join(projection_query)
 
         ch_query3 = f"""\
                 WITH ranked_events AS (SELECT *
                                        FROM ranked_events_{time_key}),
-                    {", ".join(steps_query)},
-                    drop_n AS ({" UNION ALL ".join(drop_query)})
+                    {",\n".join(steps_query)},
+                    drop_n AS ({"\nUNION ALL\n".join(drop_query)})
                     {sub_cte}
-                SELECT event_number_in_session,
-                       `$event_name` AS event_type,
-                       e_value,
-                       next_type,
-                       next_value,
-                       sessions_count
+                SELECT *
                 FROM (
                 {projection_query}
                 ) AS chart_steps
                 ORDER BY event_number_in_session, sessions_count DESC;"""
         logger.debug("---------Q3-----------")
-        ch_query3 = ch.format(query=ch_query3, parameters=params)
-        rows = ch.execute(query=ch_query3)
+        rows = ch.execute(query=ch_query3, parameters=params)
         if time() - _now > 2:
             logger.warning(f">>>>>>>>>PathAnalysis long query EE ({int(time() - _now)}s)<<<<<<<<<")
-            logger.warning(str.encode(ch_query3))
+            logger.warning(ch.format(query=ch_query3, parameters=params))
             logger.warning("----------------------")
 
     return __transform_journey(rows=rows, reverse_path=reverse)

api/chalicelib/core/metrics/product_analytics_ch_new_structure_old_code.py

@@ -0,0 +1,389 @@
+from typing import List
+
+import schemas
+from chalicelib.core.metrics.metrics_ch import __get_basic_constraints, __get_basic_constraints_events
+from chalicelib.core.metrics.metrics_ch import __get_constraint_values, __complete_missing_steps
+from chalicelib.utils import ch_client, exp_ch_helper
+from chalicelib.utils import helper, dev
+from chalicelib.utils.TimeUTC import TimeUTC
+from chalicelib.utils import sql_helper as sh
+from chalicelib.core import metadata
+from time import time
+
+import logging
+from chalicelib.core.metrics.product_analytics import __transform_journey
+
+logger = logging.getLogger(__name__)
+
+JOURNEY_TYPES = {
+    schemas.ProductAnalyticsSelectedEventType.LOCATION: {
+        "eventType": "LOCATION",
+        "column": "JSON_VALUE(CAST(`$properties` AS String), '$.url_path')",
+    },
+    schemas.ProductAnalyticsSelectedEventType.CLICK: {
+        "eventType": "LOCATION",
+        "column": "JSON_VALUE(CAST(`$properties` AS String), '$.label')",
+    },
+    schemas.ProductAnalyticsSelectedEventType.INPUT: {
+        "eventType": "LOCATION",
+        "column": "JSON_VALUE(CAST(`$properties` AS String), '$.label')",
+    },
+    schemas.ProductAnalyticsSelectedEventType.CUSTOM_EVENT: {
+        "eventType": "LOCATION",
+        "column": "JSON_VALUE(CAST(`$properties` AS String), '$.name')",
+    },
+}
+
+
+# Q6: use events as a sub_query to support filter of materialized columns when doing a join
+# query: Q5, the result is correct,
+# startPoints are computed before ranked_events to reduce the number of window functions over rows
+# replaced time_to_target by time_from_previous
+# compute avg_time_from_previous at the same level as sessions_count (this was removed in v1.22)
+# sort by top 5 according to sessions_count at the CTE level
+# final part project data without grouping
+# if start-point is selected, the selected event is ranked n°1
+def path_analysis(project_id: int, data: schemas.CardPathAnalysis):
+    sub_events = []
+    start_points_conditions = []
+    step_0_conditions = []
+    step_1_post_conditions = ["event_number_in_session <= %(density)s"]
+
+    if len(data.metric_value) == 0:
+        data.metric_value.append(schemas.ProductAnalyticsSelectedEventType.LOCATION)
+        sub_events.append({"column": JOURNEY_TYPES[schemas.ProductAnalyticsSelectedEventType.LOCATION]["column"],
+                           "eventType": schemas.ProductAnalyticsSelectedEventType.LOCATION.value})
+    else:
+        if len(data.start_point) > 0:
+            extra_metric_values = []
+            for s in data.start_point:
+                if s.type not in data.metric_value:
+                    sub_events.append({"column": JOURNEY_TYPES[s.type]["column"],
+                                       "eventType": JOURNEY_TYPES[s.type]["eventType"]})
+                    step_1_post_conditions.append(
+                        f"(`$event_name`!='{JOURNEY_TYPES[s.type]["eventType"]}' OR event_number_in_session = 1)")
+                    extra_metric_values.append(s.type)
+            data.metric_value += extra_metric_values
+
+        for v in data.metric_value:
+            if JOURNEY_TYPES.get(v):
+                sub_events.append({"column": JOURNEY_TYPES[v]["column"],
+                                   "eventType": JOURNEY_TYPES[v]["eventType"]})
+
+    if len(sub_events) == 1:
+        main_column = sub_events[0]['column']
+    else:
+        main_column = f"multiIf(%s,%s)" % (
+            ','.join([f"`$event_name`='{s['eventType']}',{s['column']}" for s in sub_events[:-1]]),
+            sub_events[-1]["column"])
+    extra_values = {}
+    reverse = data.start_type == "end"
+    for i, sf in enumerate(data.start_point):
+        f_k = f"start_point_{i}"
+        op = sh.get_sql_operator(sf.operator)
+        sf.value = helper.values_for_operator(value=sf.value, op=sf.operator)
+        is_not = sh.is_negation_operator(sf.operator)
+        event_column = JOURNEY_TYPES[sf.type]['column']
+        event_type = JOURNEY_TYPES[sf.type]['eventType']
+        extra_values = {**extra_values, **sh.multi_values(sf.value, value_key=f_k),
+                        f"start_event_type_{i}": event_type}
+        start_points_conditions.append(f"(`$event_name`=%(start_event_type_{i})s AND " +
+                                       sh.multi_conditions(f'{event_column} {op} %({f_k})s', sf.value, is_not=is_not,
+                                                           value_key=f_k)
+                                       + ")")
+        step_0_conditions.append(f"(`$event_name`=%(start_event_type_{i})s AND " +
+                                 sh.multi_conditions(f'e_value {op} %({f_k})s', sf.value, is_not=is_not,
+                                                     value_key=f_k)
+                                 + ")")
+    if len(start_points_conditions) > 0:
+        start_points_conditions = ["(" + " OR ".join(start_points_conditions) + ")",
+                                   "events.project_id = toUInt16(%(project_id)s)",
+                                   "events.created_at >= toDateTime(%(startTimestamp)s / 1000)",
+                                   "events.created_at < toDateTime(%(endTimestamp)s / 1000)"]
+        step_0_conditions = ["(" + " OR ".join(step_0_conditions) + ")",
+                             "pre_ranked_events.event_number_in_session = 1"]
+
+    exclusions = {}
+    for i, ef in enumerate(data.excludes):
+        if len(ef.value) == 0:
+            continue
+        if ef.type in data.metric_value:
+            f_k = f"exclude_{i}"
+            ef.value = helper.values_for_operator(value=ef.value, op=ef.operator)
+            op = sh.get_sql_operator(ef.operator)
+            op = sh.reverse_sql_operator(op)
+            extra_values = {**extra_values, **sh.multi_values(ef.value, value_key=f_k)}
+            exclusions[ef.type] = [
+                sh.multi_conditions(f'{JOURNEY_TYPES[ef.type]["column"]} {op} %({f_k})s', ef.value, is_not=True,
+                                    value_key=f_k)]
+
+    sessions_conditions = []
+    meta_keys = None
+    for i, f in enumerate(data.series[0].filter.filters):
+        op = sh.get_sql_operator(f.operator)
+        is_any = sh.isAny_opreator(f.operator)
+        is_not = sh.is_negation_operator(f.operator)
+        is_undefined = sh.isUndefined_operator(f.operator)
+        f_k = f"f_value_{i}"
+        extra_values = {**extra_values, **sh.multi_values(f.value, value_key=f_k)}
+
+        if not is_any and len(f.value) == 0:
+            continue
+
+        process_filter(f, is_any, is_not, is_undefined, op, f_k, sessions_conditions, extra_values, meta_keys,
+                       project_id)
+
+    if reverse:
+        path_direction = "DESC"
+    else:
+        path_direction = ""
+
+    ch_sub_query = __get_basic_constraints_events(table_name="events")
+    selected_event_type_sub_query = []
+    for s in data.metric_value:
+        selected_event_type_sub_query.append(f"events.`$event_name` = '{JOURNEY_TYPES[s]['eventType']}'")
+        if s in exclusions:
+            selected_event_type_sub_query[-1] += " AND (" + " AND ".join(exclusions[s]) + ")"
+    selected_event_type_sub_query = " OR ".join(selected_event_type_sub_query)
+    ch_sub_query.append(f"({selected_event_type_sub_query})")
+
+    main_events_table = exp_ch_helper.get_main_events_table(data.startTimestamp) + " AS events"
+    main_sessions_table = exp_ch_helper.get_main_sessions_table(data.startTimestamp) + " AS sessions"
+    if len(sessions_conditions) > 0:
+        sessions_conditions.append(f"sessions.project_id = toUInt16(%(project_id)s)")
+        sessions_conditions.append(f"sessions.datetime >= toDateTime(%(startTimestamp)s / 1000)")
+        sessions_conditions.append(f"sessions.datetime < toDateTime(%(endTimestamp)s / 1000)")
+        sessions_conditions.append("sessions.events_count>1")
+        sessions_conditions.append("sessions.duration>0")
+
+        initial_sessions_cte = f"""sub_sessions AS (SELECT DISTINCT session_id
+                        FROM {main_sessions_table}
+                        WHERE {" AND ".join(sessions_conditions)}),"""
+    else:
+        initial_sessions_cte = ""
+
+    if len(start_points_conditions) == 0:
+        step_0_subquery = """SELECT DISTINCT session_id
+                                   FROM (SELECT `$event_name`, e_value
+                                         FROM pre_ranked_events
+                                         WHERE event_number_in_session = 1
+                                         GROUP BY `$event_name`, e_value
+                                         ORDER BY count(1) DESC
+                                         LIMIT 1) AS top_start_events
+                                            INNER JOIN pre_ranked_events
+                                                       ON (top_start_events.`$event_name` = pre_ranked_events.`$event_name` AND
+                                                           top_start_events.e_value = pre_ranked_events.e_value)
+                                   WHERE pre_ranked_events.event_number_in_session = 1"""
+        initial_event_cte = ""
+    else:
+        step_0_subquery = f"""SELECT DISTINCT session_id
+                                    FROM pre_ranked_events
+                                    WHERE {" AND ".join(step_0_conditions)}"""
+        initial_event_cte = f"""\
+            initial_event AS (SELECT events.session_id, MIN(created_at) AS start_event_timestamp
+                       FROM {main_events_table} {"INNER JOIN sub_sessions USING (session_id)" if len(sessions_conditions) > 0 else ""}
+                       WHERE {" AND ".join(start_points_conditions)}
+                       GROUP BY 1),"""
+        ch_sub_query.append("events.created_at>=initial_event.start_event_timestamp")
+        main_events_table += " INNER JOIN initial_event ON (events.session_id = initial_event.session_id)"
+        sessions_conditions = []
+
+    steps_query = ["""n1 AS (SELECT event_number_in_session,
+                                    `$event_name` as 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 %(eventThresholdNumberInGroup)s)"""]
+    projection_query = ["""SELECT event_number_in_session,
+                                  event_type,
+                                  e_value,
+                                  next_type,
+                                  next_value,
+                                  sessions_count
+                           FROM n1"""]
+    for i in range(2, data.density + 1):
+        steps_query.append(f"""n{i} AS (SELECT *
+                                        FROM (SELECT re.event_number_in_session AS event_number_in_session,
+                                                     re.`$event_name` as $event_name,
+                                                     re.e_value AS e_value,
+                                                     re.next_type AS next_type,
+                                                     re.next_value AS next_value,
+                                                     COUNT(1) AS sessions_count
+                                              FROM n{i - 1} INNER JOIN ranked_events AS re
+                                                    ON (n{i - 1}.next_value = re.e_value AND n{i - 1}.next_type = re.`$event_name`)
+                                              WHERE re.event_number_in_session = {i}
+                                              GROUP BY re.event_number_in_session, re.`$event_name`, re.e_value, re.next_type, re.next_value) AS sub_level
+                                        ORDER BY sessions_count DESC
+                                        LIMIT %(eventThresholdNumberInGroup)s)""")
+        projection_query.append(f"""SELECT event_number_in_session,
+                                           `$event_name`,
+                                           e_value,
+                                           next_type,
+                                           next_value,
+                                           sessions_count
+                                    FROM n{i}""")
+
+    with ch_client.ClickHouseClient(database="product_analytics") as ch:
+        time_key = TimeUTC.now()
+        _now = time()
+        params = {"project_id": project_id, "startTimestamp": data.startTimestamp,
+                  "endTimestamp": data.endTimestamp, "density": data.density,
+                  # This is ignored because UI will take care of it
+                  # "eventThresholdNumberInGroup": 4 if data.hide_excess else 8,
+                  "eventThresholdNumberInGroup": 8,
+                  **extra_values}
+
+        ch_query1 = f"""\
+CREATE TEMPORARY TABLE pre_ranked_events_{time_key} AS
+WITH {initial_sessions_cte}
+     {initial_event_cte}
+     pre_ranked_events AS (SELECT *
+                           FROM (SELECT session_id,
+                                        `$event_name`,
+                                        created_at,
+                                        {main_column} AS e_value,
+                                        row_number() OVER (PARTITION BY session_id 
+                                                           ORDER BY created_at {path_direction},
+                                                                    event_id {path_direction} ) AS event_number_in_session
+                                 FROM {main_events_table} {"INNER JOIN sub_sessions ON (sub_sessions.session_id = events.session_id)" if len(sessions_conditions) > 0 else ""}
+                                 WHERE {" AND ".join(ch_sub_query)}
+                                 ) AS full_ranked_events
+                           WHERE {" AND ".join(step_1_post_conditions)})
+SELECT *
+FROM pre_ranked_events;"""
+        logger.debug("---------Q1-----------")
+        query = ch.format(query=ch_query1, parameters=params)
+        ch.execute(query=query)
+        if time() - _now > 2:
+            logger.warning(f">>>>>>>>>PathAnalysis long query EE ({int(time() - _now)}s)<<<<<<<<<")
+            logger.warning(query)
+            logger.warning("----------------------")
+        _now = time()
+
+        ch_query2 = f"""\
+CREATE TEMPORARY TABLE ranked_events_{time_key} AS
+WITH pre_ranked_events AS (SELECT *
+                       FROM pre_ranked_events_{time_key}),
+     start_points AS ({step_0_subquery}),
+     ranked_events AS (SELECT pre_ranked_events.*,
+                              leadInFrame(e_value)
+                                          OVER (PARTITION BY session_id ORDER BY created_at {path_direction}
+                                            ROWS BETWEEN UNBOUNDED PRECEDING AND UNBOUNDED FOLLOWING) AS next_value,
+                              leadInFrame(toNullable(`$event_name`))
+                                          OVER (PARTITION BY session_id ORDER BY created_at {path_direction}
+                                            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;"""
+        logger.debug("---------Q2-----------")
+        query = ch.format(query=ch_query2, parameters=params)
+        ch.execute(query=query)
+        if time() - _now > 2:
+            logger.warning(f">>>>>>>>>PathAnalysis long query EE ({int(time() - _now)}s)<<<<<<<<<")
+            logger.warning(query)
+            logger.warning("----------------------")
+        _now = time()
+
+        ch_query3 = f"""\
+WITH ranked_events AS (SELECT *
+                       FROM ranked_events_{time_key}),
+    {",".join(steps_query)}
+SELECT *
+FROM ({" UNION ALL ".join(projection_query)}) AS chart_steps
+ORDER BY event_number_in_session;"""
+        logger.debug("---------Q3-----------")
+        query = ch.format(query=ch_query3, parameters=params)
+        rows = ch.execute(query=query)
+        if time() - _now > 2:
+            logger.warning(f">>>>>>>>>PathAnalysis long query EE ({int(time() - _now)}s)<<<<<<<<<")
+            logger.warning(query)
+            logger.warning("----------------------")
+
+    return __transform_journey(rows=rows, reverse_path=reverse)
+
+
+def process_filter(f, is_any, is_not, is_undefined, op, f_k, sessions_conditions, extra_values, meta_keys, project_id):
+    # Mapping for common types to their column names
+    type_column_mapping = {
+        schemas.FilterType.USER_BROWSER: 'user_browser',
+        schemas.FilterType.USER_OS: 'user_os',
+        schemas.FilterType.USER_DEVICE: 'user_device',
+        schemas.FilterType.USER_COUNTRY: 'user_country',
+        schemas.FilterType.USER_CITY: 'user_city',
+        schemas.FilterType.USER_STATE: 'user_state',
+        schemas.FilterType.UTM_SOURCE: 'utm_source',
+        schemas.FilterType.UTM_MEDIUM: 'utm_medium',
+        schemas.FilterType.UTM_CAMPAIGN: 'utm_campaign',
+        schemas.FilterType.USER_ID: 'user_id',
+        schemas.FilterType.USER_ID_MOBILE: 'user_id',
+        schemas.FilterType.USER_ANONYMOUS_ID: 'user_anonymous_id',
+        schemas.FilterType.USER_ANONYMOUS_ID_MOBILE: 'user_anonymous_id',
+        schemas.FilterType.REV_ID: 'rev_id',
+        schemas.FilterType.REV_ID_MOBILE: 'rev_id',
+    }
+
+    if f.type in type_column_mapping:
+        column = type_column_mapping[f.type]
+        if is_any:
+            sessions_conditions.append(f'isNotNull({column})')
+        elif is_undefined:
+            sessions_conditions.append(f'isNull({column})')
+        else:
+            sessions_conditions.append(
+                sh.multi_conditions(f"{column} {op} toString(%({f_k})s)", f.value, is_not=is_not, value_key=f_k)
+            )
+
+    elif f.type == schemas.FilterType.DURATION:
+        if len(f.value) > 0 and f.value[0] is not None:
+            sessions_conditions.append("duration >= %(minDuration)s")
+            extra_values["minDuration"] = f.value[0]
+        if len(f.value) > 1 and f.value[1] is not None and int(f.value[1]) > 0:
+            sessions_conditions.append("duration <= %(maxDuration)s")
+            extra_values["maxDuration"] = f.value[1]
+
+    elif f.type == schemas.FilterType.REFERRER:
+        if is_any:
+            sessions_conditions.append('isNotNull(base_referrer)')
+        else:
+            sessions_conditions.append(
+                sh.multi_conditions(f"base_referrer {op} %({f_k})s", f.value, is_not=is_not, value_key=f_k)
+            )
+
+    elif f.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}
+        if f.source in meta_keys.keys():
+            column = metadata.index_to_colname(meta_keys[f.source])
+            if is_any:
+                sessions_conditions.append(f"isNotNull({column})")
+            elif is_undefined:
+                sessions_conditions.append(f"isNull({column})")
+            else:
+                sessions_conditions.append(
+                    sh.multi_conditions(f"{column} {op} toString(%({f_k})s)", f.value, is_not=is_not, value_key=f_k)
+                )
+
+    elif f.type == schemas.FilterType.PLATFORM:
+        sessions_conditions.append(
+            sh.multi_conditions(f"user_device_type {op} %({f_k})s", f.value, is_not=is_not, value_key=f_k)
+        )
+
+    elif f.type == schemas.FilterType.ISSUE:
+        if is_any:
+            sessions_conditions.append("array_length(issue_types, 1) > 0")
+        else:
+            sessions_conditions.append(
+                sh.multi_conditions(f"has(issue_types,%({f_k})s)", f.value, is_not=is_not, value_key=f_k)
+            )
+
+    elif f.type == schemas.FilterType.EVENTS_COUNT:
+        sessions_conditions.append(
+            sh.multi_conditions(f"events_count {op} %({f_k})s", f.value, is_not=is_not, value_key=f_k)
+        )

api/chalicelib/core/modules/__init__.py

@@ -1,6 +1,2 @@
 TENANT_CONDITION = "TRUE"
-MOB_KEY = ""
-
-
-def get_file_key(project_id, session_id):
-    return {}
+MOB_KEY=""

api/chalicelib/core/projects.py

@@ -413,6 +413,7 @@ def update_project_conditions(project_id, conditions):
         create_project_conditions(project_id, to_be_created)
 
     if to_be_updated:
+        logger.debug(to_be_updated)
         update_project_condition(project_id, to_be_updated)
 
     return get_conditions(project_id)
@@ -427,45 +428,3 @@ def get_projects_ids(tenant_id):
         cur.execute(query=query)
         rows = cur.fetchall()
     return [r["project_id"] for r in rows]
-
-
-def delete_metadata_condition(project_id, metadata_key):
-    sql = """\
-        UPDATE public.projects_conditions
-        SET filters=(SELECT COALESCE(jsonb_agg(elem), '[]'::jsonb)
-                     FROM jsonb_array_elements(filters) AS elem
-                     WHERE NOT (elem ->> 'type' = 'metadata'
-                         AND elem ->> 'source' = %(metadata_key)s))
-        WHERE project_id = %(project_id)s
-          AND jsonb_typeof(filters) = 'array'
-          AND EXISTS (SELECT 1
-                      FROM jsonb_array_elements(filters) AS elem
-                      WHERE elem ->> 'type' = 'metadata'
-                        AND elem ->> 'source' = %(metadata_key)s);"""
-
-    with pg_client.PostgresClient() as cur:
-        query = cur.mogrify(sql, {"project_id": project_id, "metadata_key": metadata_key})
-        cur.execute(query)
-
-
-def rename_metadata_condition(project_id, old_metadata_key, new_metadata_key):
-    sql = """\
-        UPDATE public.projects_conditions
-        SET filters = (SELECT jsonb_agg(CASE
-                                            WHEN elem ->> 'type' = 'metadata' AND elem ->> 'source' = %(old_metadata_key)s
-                                                THEN elem || ('{"source": "'||%(new_metadata_key)s||'"}')::jsonb
-                                            ELSE elem END)
-                       FROM jsonb_array_elements(filters) AS elem)
-        WHERE project_id = %(project_id)s
-          AND jsonb_typeof(filters) = 'array'
-          AND EXISTS (SELECT 1
-                      FROM jsonb_array_elements(filters) AS elem
-                      WHERE elem ->> 'type' = 'metadata'
-                        AND elem ->> 'source' = %(old_metadata_key)s);"""
-
-    with pg_client.PostgresClient() as cur:
-        query = cur.mogrify(sql, {"project_id": project_id, "old_metadata_key": old_metadata_key,
-                                  "new_metadata_key": new_metadata_key})
-        cur.execute(query)
-
-# TODO: make project conditions use metadata-column-name instead of metadata-key

api/chalicelib/core/reset_password.py

@@ -14,7 +14,7 @@ def reset(data: schemas.ForgetPasswordPayloadSchema, background_tasks: Backgroun
     if helper.allow_captcha() and not captcha.is_valid(data.g_recaptcha_response):
         return {"errors": ["Invalid captcha."]}
     if not smtp.has_smtp():
-        return {"errors": ["Email delivery failed due to invalid SMTP configuration. Please contact your admin."]}
+        return {"errors": ["no SMTP configuration found, you can ask your admin to reset your password"]}
     a_user = users.get_by_email_only(data.email)
     if a_user:
         invitation_link = users.generate_new_invitation(user_id=a_user["userId"])

api/chalicelib/core/sessions/__init__.py

@@ -3,11 +3,9 @@ import logging
 from decouple import config
 
 logger = logging.getLogger(__name__)
-from . import sessions_pg
-from . import sessions_pg as sessions_legacy
-from . import sessions_ch
+from . import sessions as sessions_legacy
 
 if config("EXP_METRICS", cast=bool, default=False):
     from . import sessions_ch as sessions
 else:
-    from . import sessions_pg as sessions
+    from . import sessions

api/chalicelib/core/sessions/sessions.py

@@ -2,8 +2,8 @@ import logging
 from typing import List, Union
 
 import schemas
-from chalicelib.core import events, metadata
-from . import performance_event
+from chalicelib.core import events, metadata, projects
+from chalicelib.core.sessions import sessions_favorite, performance_event
 from chalicelib.utils import pg_client, helper, metrics_helper
 from chalicelib.utils import sql_helper as sh
 
@@ -36,24 +36,24 @@ def search2_series(data: schemas.SessionsSearchPayloadSchema, project_id: int, d
                                             SELECT generated_timestamp AS timestamp,
                                                    COUNT(s)            AS count
                                             FROM generate_series(%(startDate)s, %(endDate)s, %(step_size)s) AS generated_timestamp
-                                                     LEFT JOIN LATERAL (SELECT 1 AS s
-                                                                        FROM full_sessions
-                                                                        WHERE start_ts >= generated_timestamp
-                                                                          AND start_ts <= generated_timestamp + %(step_size)s) AS sessions ON (TRUE)
+                                                     LEFT JOIN LATERAL ( SELECT 1 AS s
+                                                                         FROM full_sessions
+                                                                         WHERE start_ts >= generated_timestamp
+                                                                           AND start_ts <= generated_timestamp + %(step_size)s) AS sessions ON (TRUE)
                                             GROUP BY generated_timestamp
                                             ORDER BY generated_timestamp;""", full_args)
             elif metric_of == schemas.MetricOfTimeseries.USER_COUNT:
                 main_query = cur.mogrify(f"""WITH full_sessions AS (SELECT s.user_id, s.start_ts
-                                                                    {query_part}
-                                                                    AND s.user_id IS NOT NULL
-                                                                    AND s.user_id != '')
+                                                                {query_part}
+                                                                AND s.user_id IS NOT NULL
+                                                                AND s.user_id != '')
                                             SELECT generated_timestamp AS timestamp,
                                                    COUNT(s)            AS count
                                             FROM generate_series(%(startDate)s, %(endDate)s, %(step_size)s) AS generated_timestamp
-                                                     LEFT JOIN LATERAL (SELECT DISTINCT user_id AS s
-                                                                        FROM full_sessions
-                                                                        WHERE start_ts >= generated_timestamp
-                                                                          AND start_ts <= generated_timestamp + %(step_size)s) AS sessions ON (TRUE)
+                                                     LEFT JOIN LATERAL ( SELECT DISTINCT user_id AS s
+                                                                         FROM full_sessions
+                                                                         WHERE start_ts >= generated_timestamp
+                                                                           AND start_ts <= generated_timestamp + %(step_size)s) AS sessions ON (TRUE)
                                             GROUP BY generated_timestamp
                                             ORDER BY generated_timestamp;""", full_args)
             else:
@@ -148,7 +148,7 @@ def search2_table(data: schemas.SessionsSearchPayloadSchema, project_id: int, de
                         "isEvent": True,
                         "value": [],
                         "operator": e.operator,
-                        "filters": e.filters
+                        "filters": []
                     })
                 for v in e.value:
                     if v not in extra_conditions[e.operator].value:
@@ -165,7 +165,7 @@ def search2_table(data: schemas.SessionsSearchPayloadSchema, project_id: int, de
                         "isEvent": True,
                         "value": [],
                         "operator": e.operator,
-                        "filters": e.filters
+                        "filters": []
                     })
                 for v in e.value:
                     if v not in extra_conditions[e.operator].value:
@@ -989,7 +989,7 @@ def search_query_parts(data: schemas.SessionsSearchPayloadSchema, error_status,
                         sh.multi_conditions(f"ev.{events.EventType.LOCATION.column} {op} %({e_k})s",
                                             c.value, value_key=e_k))
                 else:
-                    logger.warning(f"unsupported extra_event type: {c.type}")
+                    logger.warning(f"unsupported extra_event type:${c.type}")
             if len(_extra_or_condition) > 0:
                 extra_constraints.append("(" + " OR ".join(_extra_or_condition) + ")")
     query_part = f"""\
@@ -1002,6 +1002,7 @@ def search_query_parts(data: schemas.SessionsSearchPayloadSchema, error_status,
     return full_args, query_part
 
 
+
 def get_user_sessions(project_id, user_id, start_date, end_date):
     with pg_client.PostgresClient() as cur:
         constraints = ["s.project_id = %(projectId)s", "s.user_id = %(userId)s"]
@@ -1111,3 +1112,4 @@ def check_recording_status(project_id: int) -> dict:
         "recordingStatus": row["recording_status"],
         "sessionsCount": row["sessions_count"]
     }
+

api/chalicelib/core/sessions/sessions_assignments.py

@@ -1,11 +1,9 @@
-import json
-
 from decouple import config
-
-from chalicelib.core.issue_tracking import integrations_manager, base_issue
 from chalicelib.utils import helper
-from chalicelib.utils import pg_client
 from chalicelib.utils.TimeUTC import TimeUTC
+from chalicelib.utils import pg_client
+from chalicelib.core.issue_tracking import integrations_manager, base_issue
+import json
 
 
 def __get_saved_data(project_id, session_id, issue_id, tool):
@@ -41,8 +39,8 @@ def create_new_assignment(tenant_id, project_id, session_id, creator_id, assigne
         issue = integration.issue_handler.create_new_assignment(title=title, assignee=assignee, description=description,
                                                                 issue_type=issue_type,
                                                                 integration_project_id=integration_project_id)
-    except base_issue.RequestException as e:
-        return base_issue.proxy_issues_handler(e)
+    except integration_base_issue.RequestException as e:
+        return integration_base_issue.proxy_issues_handler(e)
     if issue is None or "id" not in issue:
         return {"errors": ["something went wrong while creating the issue"]}
     with pg_client.PostgresClient() as cur:

api/chalicelib/core/sessions/sessions_ch.py

@@ -1,9 +1,11 @@
+import ast
 import logging
 from typing import List, Union
 
 import schemas
-from chalicelib.core import events, metadata
-from . import performance_event, sessions_legacy
+from chalicelib.core import events, metadata, projects
+from chalicelib.core.metrics import metrics
+from chalicelib.core.sessions import sessions_favorite, 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
 
@@ -13,8 +15,8 @@ logger = logging.getLogger(__name__)
 def search2_series(data: schemas.SessionsSearchPayloadSchema, project_id: int, density: int,
                    metric_type: schemas.MetricType, metric_of: schemas.MetricOfTimeseries | schemas.MetricOfTable,
                    metric_value: List):
-    step_size = metrics_helper.get_step_size(endTimestamp=data.endTimestamp, startTimestamp=data.startTimestamp,
-                                             density=density, factor=1)
+    step_size = int(metrics_helper.get_step_size(endTimestamp=data.endTimestamp, startTimestamp=data.startTimestamp,
+                                                 density=density))
     extra_event = None
     if metric_of == schemas.MetricOfTable.VISITED_URL:
         extra_event = f"""SELECT DISTINCT ev.session_id, ev.url_path
@@ -34,27 +36,25 @@ def search2_series(data: schemas.SessionsSearchPayloadSchema, project_id: int, d
     with ch_client.ClickHouseClient() as cur:
         if metric_type == schemas.MetricType.TIMESERIES:
             if metric_of == schemas.MetricOfTimeseries.SESSION_COUNT:
-                query = f"""SELECT gs.generate_series AS timestamp,
-                                   COALESCE(COUNT(DISTINCT processed_sessions.session_id),0) AS count
-                            FROM generate_series(%(startDate)s, %(endDate)s, %(step_size)s) AS gs
-                                LEFT JOIN (SELECT s.session_id AS session_id,
-                                                s.datetime AS datetime
-                                            {query_part}) AS processed_sessions ON(TRUE)
-                            WHERE processed_sessions.datetime >= toDateTime(timestamp / 1000)
-                                AND processed_sessions.datetime < toDateTime((timestamp + %(step_size)s) / 1000)
+                query = f"""SELECT toUnixTimestamp(
+                                    toStartOfInterval(processed_sessions.datetime, INTERVAL %(step_size)s second)
+                                    ) * 1000 AS timestamp,
+                                COUNT(processed_sessions.session_id) AS count
+                            FROM (SELECT s.session_id AS session_id,
+                                        s.datetime AS datetime
+                                    {query_part}) AS processed_sessions
                             GROUP BY timestamp
                             ORDER BY timestamp;"""
             elif metric_of == schemas.MetricOfTimeseries.USER_COUNT:
-                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 != '', 
-                                                         s.user_anonymous_id, toString(s.user_uuid)) AS user_id,
-                                                s.datetime AS datetime
-                                            {query_part}) AS processed_sessions ON(TRUE)
-                            WHERE processed_sessions.datetime >= toDateTime(timestamp / 1000)
-                                AND processed_sessions.datetime < toDateTime((timestamp + %(step_size)s) / 1000)
+                query = f"""SELECT toUnixTimestamp(
+                                    toStartOfInterval(processed_sessions.datetime, INTERVAL %(step_size)s second)
+                                    ) * 1000 AS timestamp,
+                                COUNT(DISTINCT processed_sessions.user_id) AS count
+                            FROM (SELECT s.user_id AS user_id,
+                                        s.datetime AS datetime
+                                    {query_part}
+                                  WHERE isNotNull(s.user_id)
+                                    AND s.user_id != '') AS processed_sessions
                             GROUP BY timestamp
                             ORDER BY timestamp;"""
             else:
@@ -64,7 +64,9 @@ def search2_series(data: schemas.SessionsSearchPayloadSchema, project_id: int, d
             logging.debug("--------------------")
             logging.debug(main_query)
             logging.debug("--------------------")
-            sessions = cur.execute(query=main_query)
+            sessions = cur.execute(main_query)
+            sessions = metrics.__complete_missing_steps(start_time=data.startTimestamp, end_time=data.endTimestamp,
+                                                        density=density, neutral={"count": 0}, rows=sessions)
 
         elif metric_type == schemas.MetricType.TABLE:
             full_args["limit_s"] = 0
@@ -112,7 +114,7 @@ def search2_series(data: schemas.SessionsSearchPayloadSchema, project_id: int, d
             logging.debug("--------------------")
             logging.debug(main_query)
             logging.debug("--------------------")
-            sessions = cur.execute(query=main_query)
+            sessions = cur.execute(main_query)
             # cur.fetchone()
             count = 0
             if len(sessions) > 0:
@@ -121,10 +123,7 @@ def search2_series(data: schemas.SessionsSearchPayloadSchema, project_id: int, d
                     s.pop("main_count")
             sessions = {"count": count, "values": helper.list_to_camel_case(sessions)}
 
-        return metrics_helper.complete_missing_steps(rows=sessions,
-                                                     start_timestamp=data.startTimestamp,
-                                                     end_timestamp=data.endTimestamp, step=step_size,
-                                                     neutral={"count": 0})
+        return sessions
 
 
 def search2_table(data: schemas.SessionsSearchPayloadSchema, project_id: int, density: int,
@@ -153,7 +152,7 @@ def search2_table(data: schemas.SessionsSearchPayloadSchema, project_id: int, de
                         "isEvent": True,
                         "value": [],
                         "operator": e.operator,
-                        "filters": e.filters
+                        "filters": []
                     })
                 for v in e.value:
                     if v not in extra_conditions[e.operator].value:
@@ -178,7 +177,7 @@ def search2_table(data: schemas.SessionsSearchPayloadSchema, project_id: int, de
                         "isEvent": True,
                         "value": [],
                         "operator": e.operator,
-                        "filters": e.filters
+                        "filters": []
                     })
                 for v in e.value:
                     if v not in extra_conditions[e.operator].value:
@@ -244,7 +243,7 @@ def search2_table(data: schemas.SessionsSearchPayloadSchema, project_id: int, de
                                 {extra_where}
                                 GROUP BY {main_col}
                                 ORDER BY total DESC
-                                LIMIT %(limit)s OFFSET %(limit_s)s;"""
+                                LIMIT %(limit_e)s OFFSET %(limit_s)s;"""
             else:
                 main_query = f"""SELECT COUNT(DISTINCT {main_col}) OVER () AS main_count, 
                                      {main_col} AS name,
@@ -257,13 +256,13 @@ def search2_table(data: schemas.SessionsSearchPayloadSchema, project_id: int, de
                                 {extra_where}
                                 GROUP BY {main_col}
                                 ORDER BY total DESC
-                                LIMIT %(limit)s OFFSET %(limit_s)s;"""
+                                LIMIT %(limit_e)s OFFSET %(limit_s)s;"""
 
             main_query = cur.format(query=main_query, parameters=full_args)
             logging.debug("--------------------")
             logging.debug(main_query)
             logging.debug("--------------------")
-            sessions = cur.execute(query=main_query)
+            sessions = cur.execute(main_query)
             count = 0
             total = 0
             if len(sessions) > 0:
@@ -381,7 +380,7 @@ def search_query_parts_ch(data: schemas.SessionsSearchPayloadSchema, error_statu
             filter_type = f.type
             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)}
+            full_args = {**full_args, f_k: f.value, **sh.multi_values(f.value, value_key=f_k)}
             op = sh.get_sql_operator(f.operator) \
                 if filter_type not in [schemas.FilterType.EVENTS_COUNT] else f.operator.value
             is_any = sh.isAny_opreator(f.operator)
@@ -870,12 +869,12 @@ 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)",
+                        sh.multi_conditions(f"(main1.message {op} %({e_k})s OR main1.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"main1.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]}"
 
@@ -1108,12 +1107,8 @@ 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:
@@ -1122,15 +1117,9 @@ 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", "$properties", 'status', op, f.value, e_k_f, True, True
+                            "main", "$properties", 'status', op, f.value, e_k_f
                         ))
                         events_conditions[-1]["condition"].append(event_where[-1])
                         apply = True
@@ -1140,13 +1129,6 @@ 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.`$duration_s` {f.operator} %({e_k_f})s/1000", f.value,
@@ -1159,26 +1141,12 @@ def search_query_parts_ch(data: schemas.SessionsSearchPayloadSchema, error_statu
                         ))
                         events_conditions[-1]["condition"].append(event_where[-1])
                         apply = True
-                        if is_negative_operator:
-                            events_conditions_not.append(
-                                {
-                                    "type": f"sub.`$event_name`='{exp_ch_helper.get_event_type(event_type, platform=platform)}'"})
-                            events_conditions_not[-1]["condition"] = sh.multi_conditions(
-                                f"sub.`$properties`.request_body {r_op} %({e_k_f})s", f.value,
-                                value_key=e_k_f)
                     elif f.type == schemas.FetchFilterType.FETCH_RESPONSE_BODY:
                         event_where.append(json_condition(
                             "main", "$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:
@@ -1426,30 +1394,17 @@ 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) and c.type != schemas.EventType.REQUEST_DETAILS.value:
+                if sh.isAny_opreator(c.operator):
                     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 in (schemas.EventType.LOCATION.value, schemas.EventType.REQUEST.value):
+                if c.type == events.EventType.LOCATION.ui_type:
                     _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:
@@ -1460,10 +1415,9 @@ def search_query_parts_ch(data: schemas.SessionsSearchPayloadSchema, error_statu
         query_part = f"""{f"({events_query_part}) AS f" if len(events_query_part) > 0 else ""}"""
     else:
         if len(events_query_part) > 0:
-            extra_join += f"""INNER JOIN (SELECT DISTINCT ON (session_id) * 
+            extra_join += f"""INNER JOIN (SELECT * 
                                     FROM {MAIN_SESSIONS_TABLE} AS s {extra_event}
-                                    WHERE {" AND ".join(extra_constraints)}
-                                    ORDER BY _timestamp DESC) AS s ON(s.session_id=f.session_id)"""
+                                    WHERE {" AND ".join(extra_constraints)}) AS s ON(s.session_id=f.session_id)"""
         else:
             deduplication_keys = ["session_id"] + extra_deduplication
             extra_join = f"""(SELECT * 
@@ -1550,7 +1504,7 @@ def session_exists(project_id, session_id):
                                           AND project_id=%(project_id)s
                                      LIMIT 1""",
                            parameters={"project_id": project_id, "session_id": session_id})
-        row = cur.execute(query=query)
+        row = cur.execute(query)
     return row is not None
 
 

api/chalicelib/core/sessions/sessions_devtool.py

@@ -4,7 +4,7 @@ import schemas
 from chalicelib.utils.storage import StorageClient
 
 
-def get_devtools_keys(project_id, session_id):
+def __get_devtools_keys(project_id, session_id):
     params = {
         "sessionId": session_id,
         "projectId": project_id
@@ -16,7 +16,7 @@ def get_devtools_keys(project_id, session_id):
 
 def get_urls(session_id, project_id, context: schemas.CurrentContext, check_existence: bool = True):
     results = []
-    for k in get_devtools_keys(project_id=project_id, session_id=session_id):
+    for k in __get_devtools_keys(project_id=project_id, session_id=session_id):
         if check_existence and not StorageClient.exists(bucket=config("sessions_bucket"), key=k):
             continue
         results.append(StorageClient.get_presigned_url_for_sharing(
@@ -29,5 +29,5 @@ def get_urls(session_id, project_id, context: schemas.CurrentContext, check_exis
 
 def delete_mobs(project_id, session_ids):
     for session_id in session_ids:
-        for k in get_devtools_keys(project_id=project_id, session_id=session_id):
+        for k in __get_devtools_keys(project_id=project_id, session_id=session_id):
             StorageClient.tag_for_deletion(bucket=config("sessions_bucket"), key=k)

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

@@ -1 +0,0 @@
-from .sessions_devtool import *

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

@@ -1 +0,0 @@
-from .sessions_favorite import *

api/chalicelib/core/sessions/sessions_metas.py

@@ -1,81 +1,76 @@
-from functools import cache
-
 import schemas
 from chalicelib.core.autocomplete import autocomplete
 from chalicelib.utils.event_filter_definition import SupportedFilter
 
+SUPPORTED_TYPES = {
+    schemas.FilterType.USER_OS: SupportedFilter(
+        get=autocomplete.__generic_autocomplete_metas(typename=schemas.FilterType.USER_OS),
+        query=autocomplete.__generic_autocomplete_metas(typename=schemas.FilterType.USER_OS)),
+    schemas.FilterType.USER_BROWSER: SupportedFilter(
+        get=autocomplete.__generic_autocomplete_metas(typename=schemas.FilterType.USER_BROWSER),
+        query=autocomplete.__generic_autocomplete_metas(typename=schemas.FilterType.USER_BROWSER)),
+    schemas.FilterType.USER_DEVICE: SupportedFilter(
+        get=autocomplete.__generic_autocomplete_metas(typename=schemas.FilterType.USER_DEVICE),
+        query=autocomplete.__generic_autocomplete_metas(typename=schemas.FilterType.USER_DEVICE)),
+    schemas.FilterType.USER_COUNTRY: SupportedFilter(
+        get=autocomplete.__generic_autocomplete_metas(typename=schemas.FilterType.USER_COUNTRY),
+        query=autocomplete.__generic_autocomplete_metas(typename=schemas.FilterType.USER_COUNTRY)),
+    schemas.FilterType.USER_CITY: SupportedFilter(
+        get=autocomplete.__generic_autocomplete_metas(typename=schemas.FilterType.USER_CITY),
+        query=autocomplete.__generic_autocomplete_metas(typename=schemas.FilterType.USER_CITY)),
+    schemas.FilterType.USER_STATE: SupportedFilter(
+        get=autocomplete.__generic_autocomplete_metas(typename=schemas.FilterType.USER_STATE),
+        query=autocomplete.__generic_autocomplete_metas(typename=schemas.FilterType.USER_STATE)),
+    schemas.FilterType.USER_ID: SupportedFilter(
+        get=autocomplete.__generic_autocomplete_metas(typename=schemas.FilterType.USER_ID),
+        query=autocomplete.__generic_autocomplete_metas(typename=schemas.FilterType.USER_ID)),
+    schemas.FilterType.USER_ANONYMOUS_ID: SupportedFilter(
+        get=autocomplete.__generic_autocomplete_metas(typename=schemas.FilterType.USER_ANONYMOUS_ID),
+        query=autocomplete.__generic_autocomplete_metas(typename=schemas.FilterType.USER_ANONYMOUS_ID)),
+    schemas.FilterType.REV_ID: SupportedFilter(
+        get=autocomplete.__generic_autocomplete_metas(typename=schemas.FilterType.REV_ID),
+        query=autocomplete.__generic_autocomplete_metas(typename=schemas.FilterType.REV_ID)),
+    schemas.FilterType.REFERRER: SupportedFilter(
+        get=autocomplete.__generic_autocomplete_metas(typename=schemas.FilterType.REFERRER),
+        query=autocomplete.__generic_autocomplete_metas(typename=schemas.FilterType.REFERRER)),
+    schemas.FilterType.UTM_CAMPAIGN: SupportedFilter(
+        get=autocomplete.__generic_autocomplete_metas(typename=schemas.FilterType.UTM_CAMPAIGN),
+        query=autocomplete.__generic_autocomplete_metas(typename=schemas.FilterType.UTM_CAMPAIGN)),
+    schemas.FilterType.UTM_MEDIUM: SupportedFilter(
+        get=autocomplete.__generic_autocomplete_metas(typename=schemas.FilterType.UTM_MEDIUM),
+        query=autocomplete.__generic_autocomplete_metas(typename=schemas.FilterType.UTM_MEDIUM)),
+    schemas.FilterType.UTM_SOURCE: SupportedFilter(
+        get=autocomplete.__generic_autocomplete_metas(typename=schemas.FilterType.UTM_SOURCE),
+        query=autocomplete.__generic_autocomplete_metas(typename=schemas.FilterType.UTM_SOURCE)),
+    # Mobile
+    schemas.FilterType.USER_OS_MOBILE: SupportedFilter(
+        get=autocomplete.__generic_autocomplete_metas(typename=schemas.FilterType.USER_OS_MOBILE),
+        query=autocomplete.__generic_autocomplete_metas(typename=schemas.FilterType.USER_OS_MOBILE)),
+    schemas.FilterType.USER_DEVICE_MOBILE: SupportedFilter(
+        get=autocomplete.__generic_autocomplete_metas(
+            typename=schemas.FilterType.USER_DEVICE_MOBILE),
+        query=autocomplete.__generic_autocomplete_metas(typename=schemas.FilterType.USER_DEVICE_MOBILE)),
+    schemas.FilterType.USER_COUNTRY_MOBILE: SupportedFilter(
+        get=autocomplete.__generic_autocomplete_metas(typename=schemas.FilterType.USER_COUNTRY_MOBILE),
+        query=autocomplete.__generic_autocomplete_metas(typename=schemas.FilterType.USER_COUNTRY_MOBILE)),
+    schemas.FilterType.USER_ID_MOBILE: SupportedFilter(
+        get=autocomplete.__generic_autocomplete_metas(typename=schemas.FilterType.USER_ID_MOBILE),
+        query=autocomplete.__generic_autocomplete_metas(typename=schemas.FilterType.USER_ID_MOBILE)),
+    schemas.FilterType.USER_ANONYMOUS_ID_MOBILE: SupportedFilter(
+        get=autocomplete.__generic_autocomplete_metas(typename=schemas.FilterType.USER_ANONYMOUS_ID_MOBILE),
+        query=autocomplete.__generic_autocomplete_metas(typename=schemas.FilterType.USER_ANONYMOUS_ID_MOBILE)),
+    schemas.FilterType.REV_ID_MOBILE: SupportedFilter(
+        get=autocomplete.__generic_autocomplete_metas(typename=schemas.FilterType.REV_ID_MOBILE),
+        query=autocomplete.__generic_autocomplete_metas(typename=schemas.FilterType.REV_ID_MOBILE)),
 
-@cache
-def supported_types():
-    return {
-        schemas.FilterType.USER_OS: SupportedFilter(
-            get=autocomplete.generic_autocomplete_metas(typename=schemas.FilterType.USER_OS),
-            query=autocomplete.generic_autocomplete_metas(typename=schemas.FilterType.USER_OS)),
-        schemas.FilterType.USER_BROWSER: SupportedFilter(
-            get=autocomplete.generic_autocomplete_metas(typename=schemas.FilterType.USER_BROWSER),
-            query=autocomplete.generic_autocomplete_metas(typename=schemas.FilterType.USER_BROWSER)),
-        schemas.FilterType.USER_DEVICE: SupportedFilter(
-            get=autocomplete.generic_autocomplete_metas(typename=schemas.FilterType.USER_DEVICE),
-            query=autocomplete.generic_autocomplete_metas(typename=schemas.FilterType.USER_DEVICE)),
-        schemas.FilterType.USER_COUNTRY: SupportedFilter(
-            get=autocomplete.generic_autocomplete_metas(typename=schemas.FilterType.USER_COUNTRY),
-            query=autocomplete.generic_autocomplete_metas(typename=schemas.FilterType.USER_COUNTRY)),
-        schemas.FilterType.USER_CITY: SupportedFilter(
-            get=autocomplete.generic_autocomplete_metas(typename=schemas.FilterType.USER_CITY),
-            query=autocomplete.generic_autocomplete_metas(typename=schemas.FilterType.USER_CITY)),
-        schemas.FilterType.USER_STATE: SupportedFilter(
-            get=autocomplete.generic_autocomplete_metas(typename=schemas.FilterType.USER_STATE),
-            query=autocomplete.generic_autocomplete_metas(typename=schemas.FilterType.USER_STATE)),
-        schemas.FilterType.USER_ID: SupportedFilter(
-            get=autocomplete.generic_autocomplete_metas(typename=schemas.FilterType.USER_ID),
-            query=autocomplete.generic_autocomplete_metas(typename=schemas.FilterType.USER_ID)),
-        schemas.FilterType.USER_ANONYMOUS_ID: SupportedFilter(
-            get=autocomplete.generic_autocomplete_metas(typename=schemas.FilterType.USER_ANONYMOUS_ID),
-            query=autocomplete.generic_autocomplete_metas(typename=schemas.FilterType.USER_ANONYMOUS_ID)),
-        schemas.FilterType.REV_ID: SupportedFilter(
-            get=autocomplete.generic_autocomplete_metas(typename=schemas.FilterType.REV_ID),
-            query=autocomplete.generic_autocomplete_metas(typename=schemas.FilterType.REV_ID)),
-        schemas.FilterType.REFERRER: SupportedFilter(
-            get=autocomplete.generic_autocomplete_metas(typename=schemas.FilterType.REFERRER),
-            query=autocomplete.generic_autocomplete_metas(typename=schemas.FilterType.REFERRER)),
-        schemas.FilterType.UTM_CAMPAIGN: SupportedFilter(
-            get=autocomplete.generic_autocomplete_metas(typename=schemas.FilterType.UTM_CAMPAIGN),
-            query=autocomplete.generic_autocomplete_metas(typename=schemas.FilterType.UTM_CAMPAIGN)),
-        schemas.FilterType.UTM_MEDIUM: SupportedFilter(
-            get=autocomplete.generic_autocomplete_metas(typename=schemas.FilterType.UTM_MEDIUM),
-            query=autocomplete.generic_autocomplete_metas(typename=schemas.FilterType.UTM_MEDIUM)),
-        schemas.FilterType.UTM_SOURCE: SupportedFilter(
-            get=autocomplete.generic_autocomplete_metas(typename=schemas.FilterType.UTM_SOURCE),
-            query=autocomplete.generic_autocomplete_metas(typename=schemas.FilterType.UTM_SOURCE)),
-        # Mobile
-        schemas.FilterType.USER_OS_MOBILE: SupportedFilter(
-            get=autocomplete.generic_autocomplete_metas(typename=schemas.FilterType.USER_OS_MOBILE),
-            query=autocomplete.generic_autocomplete_metas(typename=schemas.FilterType.USER_OS_MOBILE)),
-        schemas.FilterType.USER_DEVICE_MOBILE: SupportedFilter(
-            get=autocomplete.generic_autocomplete_metas(
-                typename=schemas.FilterType.USER_DEVICE_MOBILE),
-            query=autocomplete.generic_autocomplete_metas(typename=schemas.FilterType.USER_DEVICE_MOBILE)),
-        schemas.FilterType.USER_COUNTRY_MOBILE: SupportedFilter(
-            get=autocomplete.generic_autocomplete_metas(typename=schemas.FilterType.USER_COUNTRY_MOBILE),
-            query=autocomplete.generic_autocomplete_metas(typename=schemas.FilterType.USER_COUNTRY_MOBILE)),
-        schemas.FilterType.USER_ID_MOBILE: SupportedFilter(
-            get=autocomplete.generic_autocomplete_metas(typename=schemas.FilterType.USER_ID_MOBILE),
-            query=autocomplete.generic_autocomplete_metas(typename=schemas.FilterType.USER_ID_MOBILE)),
-        schemas.FilterType.USER_ANONYMOUS_ID_MOBILE: SupportedFilter(
-            get=autocomplete.generic_autocomplete_metas(typename=schemas.FilterType.USER_ANONYMOUS_ID_MOBILE),
-            query=autocomplete.generic_autocomplete_metas(typename=schemas.FilterType.USER_ANONYMOUS_ID_MOBILE)),
-        schemas.FilterType.REV_ID_MOBILE: SupportedFilter(
-            get=autocomplete.generic_autocomplete_metas(typename=schemas.FilterType.REV_ID_MOBILE),
-            query=autocomplete.generic_autocomplete_metas(typename=schemas.FilterType.REV_ID_MOBILE)),
-
-    }
+}
 
 
 def search(text: str, meta_type: schemas.FilterType, project_id: int):
     rows = []
-    if meta_type not in list(supported_types().keys()):
+    if meta_type not in list(SUPPORTED_TYPES.keys()):
         return {"errors": ["unsupported type"]}
-    rows += supported_types()[meta_type].get(project_id=project_id, text=text)
+    rows += SUPPORTED_TYPES[meta_type].get(project_id=project_id, text=text)
     # for IOS events autocomplete
     # if meta_type + "_IOS" in list(SUPPORTED_TYPES.keys()):
     #     rows += SUPPORTED_TYPES[meta_type + "_IOS"].get(project_id=project_id, text=text)

api/chalicelib/core/sessions/sessions_notes.py

@@ -74,7 +74,7 @@ def get_all_notes_by_project_id(tenant_id, project_id, user_id, data: schemas.Se
 
         # filter by ownership or shared status
         if data.shared_only:
-            conditions.append("sessions_notes.is_public IS TRUE")
+            conditions.append("sessions_notes.is_public")
         elif data.mine_only:
             conditions.append("sessions_notes.user_id = %(user_id)s")
         else:

api/chalicelib/core/sessions/sessions_replay.py

@@ -1,10 +1,10 @@
 import schemas
 from chalicelib.core import events, metadata, events_mobile, \
     issues, assist, canvas, user_testing
-from . import sessions_mobs, sessions_devtool
-from chalicelib.core.errors.modules import errors_helper
+from chalicelib.core.sessions import sessions_mobs, sessions_devtool
+from chalicelib.utils import errors_helper
 from chalicelib.utils import pg_client, helper
-from chalicelib.core.modules import MOB_KEY, get_file_key
+from chalicelib.core.modules import MOB_KEY
 
 
 def __is_mobile_session(platform):
@@ -22,7 +22,6 @@ def __group_metadata(session, project_metadata):
 
 def get_pre_replay(project_id, session_id):
     return {
-        **get_file_key(project_id=project_id, session_id=session_id),
         'domURL': [sessions_mobs.get_first_url(project_id=project_id, session_id=session_id, check_existence=False)]}
 
 

api/chalicelib/core/sessions/sessions_search.py

@@ -1,9 +1,11 @@
 import logging
+from typing import List, Union
 
 import schemas
-from chalicelib.core import metadata, projects
-from . import sessions_favorite, sessions_legacy
-from chalicelib.utils import pg_client, helper
+from chalicelib.core import events, metadata, projects
+from chalicelib.core.sessions import sessions_favorite, performance_event, sessions_legacy
+from chalicelib.utils import pg_client, helper, metrics_helper
+from chalicelib.utils import sql_helper as sh
 
 logger = logging.getLogger(__name__)
 
@@ -38,22 +40,16 @@ 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"):
+def search_sessions(data: schemas.SessionsSearchPayloadSchema, project_id, user_id, errors_only=False,
+                    error_status=schemas.ErrorStatus.ALL, count_only=False, issue=None, ids_only=False,
+                    platform="web"):
     if data.bookmarked:
-        data.startTimestamp, data.endTimestamp = sessions_favorite.get_start_end_timestamp(project.project_id, user_id)
-    if data.startTimestamp is None:
-        logger.debug(f"No vault sessions found for project:{project.project_id}")
-        return {
-            'total': 0,
-            'sessions': [],
-            'src': 1
-        }
+        data.startTimestamp, data.endTimestamp = sessions_favorite.get_start_end_timestamp(project_id, user_id)
+
     full_args, query_part = sessions_legacy.search_query_parts(data=data, error_status=error_status,
                                                                errors_only=errors_only,
                                                                favorite_only=data.bookmarked, issue=issue,
-                                                               project_id=project.project_id,
+                                                               project_id=project_id,
                                                                user_id=user_id, platform=platform)
     if data.limit is not None and data.page is not None:
         full_args["sessions_limit"] = data.limit
@@ -90,7 +86,7 @@ def search_sessions(data: schemas.SessionsSearchPayloadSchema, project: schemas.
             else:
                 sort = 'start_ts'
 
-            meta_keys = metadata.get(project_id=project.project_id)
+            meta_keys = metadata.get(project_id=project_id)
             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
@@ -122,12 +118,9 @@ 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)
-                if data.sort == 'datetime':
-                    sort = 'start_ts'
-                else:
-                    sort = helper.key_to_snake_case(data.sort)
+                sort = helper.key_to_snake_case(data.sort)
 
-            meta_keys = metadata.get(project_id=project.project_id)
+            meta_keys = metadata.get(project_id=project_id)
             main_query = cur.mogrify(f"""SELECT COUNT(full_sessions) AS count, 
                                                 COALESCE(JSONB_AGG(full_sessions) 
                                                     FILTER (WHERE rn>%(sessions_limit_s)s AND rn<=%(sessions_limit_e)s), '[]'::JSONB) AS sessions
@@ -175,8 +168,7 @@ def search_sessions(data: schemas.SessionsSearchPayloadSchema, project: schemas.
     #                       reverse=data.order.upper() == "DESC")
     return {
         'total': total,
-        'sessions': helper.list_to_camel_case(sessions),
-        'src': 1
+        'sessions': helper.list_to_camel_case(sessions)
     }
 
 

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

@@ -1 +0,0 @@
-from .sessions_viewed import *

api/chalicelib/core/sessions/unprocessed_sessions.py

@@ -1,7 +1,6 @@
 import logging
 
-from chalicelib.core import assist
-from . import sessions
+from chalicelib.core import sessions, assist
 
 logger = logging.getLogger(__name__)
 

api/chalicelib/core/spot.py

@@ -18,7 +18,7 @@ def refresh_spot_jwt_iat_jti(user_id):
                             {"user_id": user_id})
         cur.execute(query)
         row = cur.fetchone()
-        return users.RefreshSpotJWTs(**row)
+        return row.get("spot_jwt_iat"), row.get("spot_jwt_refresh_jti"), row.get("spot_jwt_refresh_iat")
 
 
 def logout(user_id: int):
@@ -26,13 +26,13 @@ def logout(user_id: int):
 
 
 def refresh(user_id: int, tenant_id: int = -1) -> dict:
-    j = refresh_spot_jwt_iat_jti(user_id=user_id)
+    spot_jwt_iat, spot_jwt_r_jti, spot_jwt_r_iat = refresh_spot_jwt_iat_jti(user_id=user_id)
     return {
-        "jwt": authorizers.generate_jwt(user_id=user_id, tenant_id=tenant_id, iat=j.spot_jwt_iat,
+        "jwt": authorizers.generate_jwt(user_id=user_id, tenant_id=tenant_id, iat=spot_jwt_iat,
                                         aud=AUDIENCE, for_spot=True),
-        "refreshToken": authorizers.generate_jwt_refresh(user_id=user_id, tenant_id=tenant_id, iat=j.spot_jwt_refresh_iat,
-                                                         aud=AUDIENCE, jwt_jti=j.spot_jwt_refresh_jti, for_spot=True),
-        "refreshTokenMaxAge": config("JWT_SPOT_REFRESH_EXPIRATION", cast=int) - (j.spot_jwt_iat - j.spot_jwt_refresh_iat)
+        "refreshToken": authorizers.generate_jwt_refresh(user_id=user_id, tenant_id=tenant_id, iat=spot_jwt_r_iat,
+                                                         aud=AUDIENCE, jwt_jti=spot_jwt_r_jti, for_spot=True),
+        "refreshTokenMaxAge": config("JWT_SPOT_REFRESH_EXPIRATION", cast=int) - (spot_jwt_iat - spot_jwt_r_iat)
     }
 
 

api/chalicelib/core/users.py

@@ -1,14 +1,13 @@
 import json
 import secrets
-from typing import Optional
 
 from decouple import config
 from fastapi import BackgroundTasks
-from pydantic import BaseModel, model_validator
+from pydantic import BaseModel
 
 import schemas
-from chalicelib.core import authorizers
-from chalicelib.core import tenants, spot
+from chalicelib.core import authorizers, metadata
+from chalicelib.core import tenants, spot, scope
 from chalicelib.utils import email_helper
 from chalicelib.utils import helper
 from chalicelib.utils import pg_client
@@ -84,6 +83,7 @@ def restore_member(user_id, email, invitation_token, admin, name, owner=False):
                              "name": name, "invitation_token": invitation_token})
         cur.execute(query)
         result = cur.fetchone()
+        cur.execute(query)
         result["created_at"] = TimeUTC.datetime_to_timestamp(result["created_at"])
     return helper.dict_to_camel_case(result)
 
@@ -284,7 +284,7 @@ def edit_member(user_id_to_update, tenant_id, changes: schemas.EditMemberSchema,
     if editor_id != user_id_to_update:
         admin = get_user_role(tenant_id=tenant_id, user_id=editor_id)
         if not admin["superAdmin"] and not admin["admin"]:
-            return {"errors": ["unauthorized, you must have admin privileges"]}
+            return {"errors": ["unauthorized"]}
         if admin["admin"] and user["superAdmin"]:
             return {"errors": ["only the owner can edit his own details"]}
     else:
@@ -552,35 +552,14 @@ def refresh_auth_exists(user_id, jwt_jti=None):
     return r is not None
 
 
-class FullLoginJWTs(BaseModel):
+class ChangeJwt(BaseModel):
     jwt_iat: int
-    jwt_refresh_jti: str
+    jwt_refresh_jti: int
     jwt_refresh_iat: int
     spot_jwt_iat: int
-    spot_jwt_refresh_jti: str
+    spot_jwt_refresh_jti: int
     spot_jwt_refresh_iat: int
 
-    @model_validator(mode="before")
-    @classmethod
-    def _transform_data(cls, values):
-        if values.get("jwt_refresh_jti") is not None:
-            values["jwt_refresh_jti"] = str(values["jwt_refresh_jti"])
-        if values.get("spot_jwt_refresh_jti") is not None:
-            values["spot_jwt_refresh_jti"] = str(values["spot_jwt_refresh_jti"])
-        return values
-
-
-class RefreshLoginJWTs(FullLoginJWTs):
-    spot_jwt_iat: Optional[int] = None
-    spot_jwt_refresh_jti: Optional[str] = None
-    spot_jwt_refresh_iat: Optional[int] = None
-
-
-class RefreshSpotJWTs(FullLoginJWTs):
-    jwt_iat: Optional[int] = None
-    jwt_refresh_jti: Optional[str] = None
-    jwt_refresh_iat: Optional[int] = None
-
 
 def change_jwt_iat_jti(user_id):
     with pg_client.PostgresClient() as cur:
@@ -601,7 +580,7 @@ def change_jwt_iat_jti(user_id):
                             {"user_id": user_id})
         cur.execute(query)
         row = cur.fetchone()
-        return FullLoginJWTs(**row)
+        return ChangeJwt(**row)
 
 
 def refresh_jwt_iat_jti(user_id):
@@ -616,7 +595,7 @@ def refresh_jwt_iat_jti(user_id):
                             {"user_id": user_id})
         cur.execute(query)
         row = cur.fetchone()
-        return RefreshLoginJWTs(**row)
+        return row.get("jwt_iat"), row.get("jwt_refresh_jti"), row.get("jwt_refresh_iat")
 
 
 def authenticate(email, password, for_change_password=False) -> dict | bool | None:
@@ -648,12 +627,9 @@ def authenticate(email, password, for_change_password=False) -> dict | bool | No
         response = {
             "jwt": authorizers.generate_jwt(user_id=r['userId'], tenant_id=r['tenantId'], iat=j_r.jwt_iat,
                                             aud=AUDIENCE),
-            "refreshToken": authorizers.generate_jwt_refresh(user_id=r['userId'],
-                                                             tenant_id=r['tenantId'],
-                                                             iat=j_r.jwt_refresh_iat,
-                                                             aud=AUDIENCE,
-                                                             jwt_jti=j_r.jwt_refresh_jti,
-                                                             for_spot=False),
+            "refreshToken": authorizers.generate_jwt_refresh(user_id=r['userId'], tenant_id=r['tenantId'],
+                                                             iat=j_r.jwt_refresh_iat, aud=AUDIENCE,
+                                                             jwt_jti=j_r.jwt_refresh_jti),
             "refreshTokenMaxAge": config("JWT_REFRESH_EXPIRATION", cast=int),
             "email": email,
             "spotJwt": authorizers.generate_jwt(user_id=r['userId'], tenant_id=r['tenantId'],
@@ -684,13 +660,13 @@ def logout(user_id: int):
 
 
 def refresh(user_id: int, tenant_id: int = -1) -> dict:
-    j = refresh_jwt_iat_jti(user_id=user_id)
+    jwt_iat, jwt_r_jti, jwt_r_iat = refresh_jwt_iat_jti(user_id=user_id)
     return {
-        "jwt": authorizers.generate_jwt(user_id=user_id, tenant_id=tenant_id, iat=j.jwt_iat,
+        "jwt": authorizers.generate_jwt(user_id=user_id, tenant_id=tenant_id, iat=jwt_iat,
                                         aud=AUDIENCE),
-        "refreshToken": authorizers.generate_jwt_refresh(user_id=user_id, tenant_id=tenant_id, iat=j.jwt_refresh_iat,
-                                                         aud=AUDIENCE, jwt_jti=j.jwt_refresh_jti),
-        "refreshTokenMaxAge": config("JWT_REFRESH_EXPIRATION", cast=int) - (j.jwt_iat - j.jwt_refresh_iat),
+        "refreshToken": authorizers.generate_jwt_refresh(user_id=user_id, tenant_id=tenant_id, iat=jwt_r_iat,
+                                                         aud=AUDIENCE, jwt_jti=jwt_r_jti),
+        "refreshTokenMaxAge": config("JWT_REFRESH_EXPIRATION", cast=int) - (jwt_iat - jwt_r_iat)
     }
 
 

api/chalicelib/utils/ch_client.py

@@ -41,7 +41,8 @@ class ClickHouseClient:
             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 EXCEPTION -----------")
+            logger.error(err)
             logger.error("--------- CH QUERY EXCEPTION -----------")
             logger.error(self.format(query=query, parameters=parameters)
                          .replace('\n', '\\n')

api/chalicelib/utils/ch_client_exp.py

@@ -34,10 +34,7 @@ if config("CH_COMPRESSION", cast=bool, default=True):
 def transform_result(self, original_function):
     @wraps(original_function)
     def wrapper(*args, **kwargs):
-        if kwargs.get("parameters"):
-            logger.debug(str.encode(self.format(query=kwargs.get("query", ""), parameters=kwargs.get("parameters"))))
-        elif len(args) > 0:
-            logger.debug(str.encode(args[0]))
+        logger.debug(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
@@ -111,14 +108,14 @@ def make_pool():
         try:
             CH_pool.close_all()
         except Exception as error:
-            logger.error("Error while closing all connexions to CH", exc_info=error)
+            logger.error("Error while closing all connexions to CH", 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)
+        logger.error("Error while connecting to CH", error)
         if RETRY < RETRY_MAX:
             RETRY += 1
             logger.info(f"waiting for {RETRY_INTERVAL}s before retry n°{RETRY}")
@@ -149,11 +146,13 @@ class ClickHouseClient:
     def __enter__(self):
         return self.__client
 
-    def format(self, query, parameters=None):
-        if parameters:
-            ctx = QueryContext(query=query, parameters=parameters)
-            return ctx.final_query
-        return query
+    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):
@@ -175,4 +174,4 @@ async def terminate():
             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)
+            logger.error("Error while closing all connexions to CH", error)

api/chalicelib/utils/contextual_validators.py

@@ -1,36 +0,0 @@
-import schemas
-from fastapi import HTTPException, Depends
-from or_dependencies import OR_context
-
-
-def validate_contextual_payload(
-        item: schemas.SessionsSearchPayloadSchema,
-        context: schemas.CurrentContext = Depends(OR_context)
-) -> schemas.SessionsSearchPayloadSchema:
-    if context.project.platform == "web":
-        for e in item.events:
-            if e.type in [schemas.EventType.CLICK_MOBILE,
-                          schemas.EventType.INPUT_MOBILE,
-                          schemas.EventType.VIEW_MOBILE,
-                          schemas.EventType.CUSTOM_MOBILE,
-                          schemas.EventType.REQUEST_MOBILE,
-                          schemas.EventType.ERROR_MOBILE,
-                          schemas.EventType.SWIPE_MOBILE]:
-                raise HTTPException(status_code=422,
-                                    detail=f"Mobile event '{e.type}' not supported for web project")
-    else:
-        for e in item.events:
-            if e.type in [schemas.EventType.CLICK,
-                          schemas.EventType.INPUT,
-                          schemas.EventType.LOCATION,
-                          schemas.EventType.CUSTOM,
-                          schemas.EventType.REQUEST,
-                          schemas.EventType.REQUEST_DETAILS,
-                          schemas.EventType.GRAPHQL,
-                          schemas.EventType.STATE_ACTION,
-                          schemas.EventType.ERROR,
-                          schemas.EventType.TAG]:
-                raise HTTPException(status_code=422,
-                                    detail=f"Web event '{e.type}' not supported for mobile project")
-
-    return item

api/chalicelib/utils/errors_helper.py

@@ -0,0 +1,14 @@
+from chalicelib.core.sourcemaps import sourcemaps
+
+
+def format_first_stack_frame(error):
+    error["stack"] = sourcemaps.format_payload(error.pop("payload"), truncate_to_first=True)
+    for s in error["stack"]:
+        for c in s.get("context", []):
+            for sci, sc in enumerate(c):
+                if isinstance(sc, str) and len(sc) > 1000:
+                    c[sci] = sc[:1000]
+        # convert bytes to string:
+        if isinstance(s["filename"], bytes):
+            s["filename"] = s["filename"].decode("utf-8")
+    return error

api/chalicelib/utils/helper.py

@@ -334,5 +334,3 @@ 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/metrics_helper.py

@@ -1,26 +1,7 @@
-from typing import List
-
-
 def get_step_size(startTimestamp, endTimestamp, density, decimal=False, factor=1000):
-    if endTimestamp == 0:
-        raise Exception("endTimestamp cannot be 0 in order to get step size")
     step_size = (endTimestamp // factor - startTimestamp // factor)
     if density <= 1:
         return step_size
     if decimal:
         return step_size / density
-    return step_size // density
-
-
-def complete_missing_steps(rows: List[dict], start_timestamp: int, end_timestamp: int, step: int, neutral: dict,
-                           time_key: str = "timestamp") -> List[dict]:
-    result = []
-    i = 0
-    for t in range(start_timestamp, end_timestamp, step):
-        if i >= len(rows) or rows[i][time_key] > t:
-            neutral[time_key] = t
-            result.append(neutral.copy())
-        elif i < len(rows) and rows[i][time_key] == t:
-            result.append(rows[i])
-            i += 1
-    return result
+    return step_size // (density - 1)

api/chalicelib/utils/pg_client.py

@@ -19,16 +19,6 @@ PG_CONFIG = dict(_PG_CONFIG)
 if config("PG_TIMEOUT", cast=int, default=0) > 0:
     PG_CONFIG["options"] = f"-c statement_timeout={config('PG_TIMEOUT', cast=int) * 1000}"
 
-if config('PG_POOL', cast=bool, default=True):
-    PG_CONFIG = {
-        **PG_CONFIG,
-        # Keepalive settings
-        "keepalives": 1,  # Enable keepalives
-        "keepalives_idle": 300,  # Seconds before sending keepalive
-        "keepalives_interval": 10,  # Seconds between keepalives
-        "keepalives_count": 3  # Number of keepalives before giving up
-    }
-
 
 class ORThreadedConnectionPool(psycopg2.pool.ThreadedConnectionPool):
     def __init__(self, minconn, maxconn, *args, **kwargs):
@@ -65,7 +55,6 @@ RETRY = 0
 
 def make_pool():
     if not config('PG_POOL', cast=bool, default=True):
-        logger.info("PG_POOL is disabled, not creating a new one")
         return
     global postgreSQL_pool
     global RETRY
@@ -73,7 +62,7 @@ def make_pool():
         try:
             postgreSQL_pool.closeall()
         except (Exception, psycopg2.DatabaseError) as error:
-            logger.error("Error while closing all connexions to PostgreSQL", exc_info=error)
+            logger.error("Error while closing all connexions to PostgreSQL", error)
     try:
         postgreSQL_pool = ORThreadedConnectionPool(config("PG_MINCONN", cast=int, default=4),
                                                    config("PG_MAXCONN", cast=int, default=8),
@@ -81,10 +70,10 @@ def make_pool():
         if postgreSQL_pool is not None:
             logger.info("Connection pool created successfully")
     except (Exception, psycopg2.DatabaseError) as error:
-        logger.error("Error while connecting to PostgreSQL", exc_info=error)
+        logger.error("Error while connecting to PostgreSQL", error)
         if RETRY < RETRY_MAX:
             RETRY += 1
-            logger.info(f"Waiting for {RETRY_INTERVAL}s before retry n°{RETRY}")
+            logger.info(f"waiting for {RETRY_INTERVAL}s before retry n°{RETRY}")
             time.sleep(RETRY_INTERVAL)
             make_pool()
         else:
@@ -108,17 +97,13 @@ class PostgresClient:
         elif long_query:
             long_config = dict(_PG_CONFIG)
             long_config["application_name"] += "-LONG"
-            if config('PG_TIMEOUT_LONG', cast=int, default=1) > 0:
-                long_config["options"] = f"-c statement_timeout=" \
-                                         f"{config('PG_TIMEOUT_LONG', cast=int, default=5 * 60) * 1000}"
-            else:
-                logger.info("Disabled timeout for long query")
+            long_config["options"] = f"-c statement_timeout=" \
+                                     f"{config('pg_long_timeout', cast=int, default=5 * 60) * 1000}"
             self.connection = psycopg2.connect(**long_config)
         elif not use_pool or not config('PG_POOL', cast=bool, default=True):
             single_config = dict(_PG_CONFIG)
             single_config["application_name"] += "-NOPOOL"
-            if config('PG_TIMEOUT', cast=int, default=1) > 0:
-                single_config["options"] = f"-c statement_timeout={config('PG_TIMEOUT', cast=int, default=30) * 1000}"
+            single_config["options"] = f"-c statement_timeout={config('PG_TIMEOUT', cast=int, default=30) * 1000}"
             self.connection = psycopg2.connect(**single_config)
         else:
             self.connection = postgreSQL_pool.getconn()
@@ -138,7 +123,7 @@ class PostgresClient:
             if not self.use_pool or self.long_query or self.unlimited_query:
                 self.connection.close()
         except Exception as error:
-            logger.error("Error while committing/closing PG-connection", exc_info=error)
+            logger.error("Error while committing/closing PG-connection", error)
             if str(error) == "connection already closed" \
                     and self.use_pool \
                     and not self.long_query \
@@ -165,7 +150,7 @@ class PostgresClient:
             try:
                 self.connection.rollback()
             except psycopg2.InterfaceError as e:
-                logger.error("!!! Error while rollbacking connection", exc_info=e)
+                logger.error("!!! Error while rollbacking connection", e)
                 logger.error("!!! Trying to recreate the cursor")
                 self.recreate_cursor()
             raise error
@@ -176,18 +161,19 @@ class PostgresClient:
             try:
                 self.connection.rollback()
             except Exception as error:
-                logger.error("Error while rollbacking connection for recreation", exc_info=error)
+                logger.error("Error while rollbacking connection for recreation", error)
         try:
             self.cursor.close()
         except Exception as error:
-            logger.error("Error while closing cursor for recreation", exc_info=error)
+            logger.error("Error while closing cursor for recreation", error)
         self.cursor = None
         return self.__enter__()
 
 
 async def init():
     logger.info(f">use PG_POOL:{config('PG_POOL', default=True)}")
-    make_pool()
+    if config('PG_POOL', cast=bool, default=True):
+        make_pool()
 
 
 async def terminate():
@@ -197,4 +183,4 @@ async def terminate():
             postgreSQL_pool.closeall()
             logger.info("Closed all connexions to PostgreSQL")
         except (Exception, psycopg2.DatabaseError) as error:
-            logger.error("Error while closing all connexions to PostgreSQL", exc_info=error)
+            logger.error("Error while closing all connexions to PostgreSQL", error)

api/chalicelib/utils/sql_helper.py

@@ -4,41 +4,37 @@ import schemas
 
 
 def get_sql_operator(op: Union[schemas.SearchEventOperator, schemas.ClickEventExtraOperator, schemas.MathOperator]):
-    if isinstance(op, Enum):
-        op = op.value
     return {
-        schemas.SearchEventOperator.IS.value: "=",
-        schemas.SearchEventOperator.ON.value: "=",
-        schemas.SearchEventOperator.ON_ANY.value: "IN",
-        schemas.SearchEventOperator.IS_NOT.value: "!=",
-        schemas.SearchEventOperator.NOT_ON.value: "!=",
-        schemas.SearchEventOperator.CONTAINS.value: "ILIKE",
-        schemas.SearchEventOperator.NOT_CONTAINS.value: "NOT ILIKE",
-        schemas.SearchEventOperator.STARTS_WITH.value: "ILIKE",
-        schemas.SearchEventOperator.ENDS_WITH.value: "ILIKE",
+        schemas.SearchEventOperator.IS: "=",
+        schemas.SearchEventOperator.ON: "=",
+        schemas.SearchEventOperator.ON_ANY: "IN",
+        schemas.SearchEventOperator.IS_NOT: "!=",
+        schemas.SearchEventOperator.NOT_ON: "!=",
+        schemas.SearchEventOperator.CONTAINS: "ILIKE",
+        schemas.SearchEventOperator.NOT_CONTAINS: "NOT ILIKE",
+        schemas.SearchEventOperator.STARTS_WITH: "ILIKE",
+        schemas.SearchEventOperator.ENDS_WITH: "ILIKE",
         # Selector operators:
-        schemas.ClickEventExtraOperator.IS.value: "=",
-        schemas.ClickEventExtraOperator.IS_NOT.value: "!=",
-        schemas.ClickEventExtraOperator.CONTAINS.value: "ILIKE",
-        schemas.ClickEventExtraOperator.NOT_CONTAINS.value: "NOT ILIKE",
-        schemas.ClickEventExtraOperator.STARTS_WITH.value: "ILIKE",
-        schemas.ClickEventExtraOperator.ENDS_WITH.value: "ILIKE",
+        schemas.ClickEventExtraOperator.IS: "=",
+        schemas.ClickEventExtraOperator.IS_NOT: "!=",
+        schemas.ClickEventExtraOperator.CONTAINS: "ILIKE",
+        schemas.ClickEventExtraOperator.NOT_CONTAINS: "NOT ILIKE",
+        schemas.ClickEventExtraOperator.STARTS_WITH: "ILIKE",
+        schemas.ClickEventExtraOperator.ENDS_WITH: "ILIKE",
 
-        schemas.MathOperator.GREATER.value: ">",
-        schemas.MathOperator.GREATER_EQ.value: ">=",
-        schemas.MathOperator.LESS.value: "<",
-        schemas.MathOperator.LESS_EQ.value: "<=",
+        schemas.MathOperator.GREATER: ">",
+        schemas.MathOperator.GREATER_EQ: ">=",
+        schemas.MathOperator.LESS: "<",
+        schemas.MathOperator.LESS_EQ: "<=",
     }.get(op, "=")
 
 
 def is_negation_operator(op: schemas.SearchEventOperator):
-    if isinstance(op, Enum):
-        op = op.value
-    return op in [schemas.SearchEventOperator.IS_NOT.value,
-                  schemas.SearchEventOperator.NOT_ON.value,
-                  schemas.SearchEventOperator.NOT_CONTAINS.value,
-                  schemas.ClickEventExtraOperator.IS_NOT.value,
-                  schemas.ClickEventExtraOperator.NOT_CONTAINS.value]
+    return op in [schemas.SearchEventOperator.IS_NOT,
+                  schemas.SearchEventOperator.NOT_ON,
+                  schemas.SearchEventOperator.NOT_CONTAINS,
+                  schemas.ClickEventExtraOperator.IS_NOT,
+                  schemas.ClickEventExtraOperator.NOT_CONTAINS]
 
 
 def reverse_sql_operator(op):
@@ -68,12 +64,3 @@ def isAny_opreator(op: schemas.SearchEventOperator):
 
 def isUndefined_operator(op: schemas.SearchEventOperator):
     return op in [schemas.SearchEventOperator.IS_UNDEFINED]
-
-
-def single_value(values):
-    if values is not None and isinstance(values, list):
-        for i, v in enumerate(values):
-            if isinstance(v, Enum):
-                values[i] = v.value
-    return values
-

api/entrypoint_alerts.sh

@@ -1,5 +1,4 @@
 #!/bin/sh
 export TZ=UTC
 export ASSIST_KEY=ignore
-export CH_POOL=false
 uvicorn app:app --host 0.0.0.0 --port 8888 --log-level ${S_LOGLEVEL:-warning}

api/env.dev

@@ -63,9 +63,4 @@ sessions_region=us-east-1
 SITE_URL=http://127.0.0.1:3333
 sourcemaps_bucket=
 sourcemaps_reader=http://127.0.0.1:3000/sourcemaps
-TZ=UTC
-EXP_CH_DRIVER=true
-EXP_AUTOCOMPLETE=true
-EXP_ALERTS=true
-EXP_ERRORS_SEARCH=true
-EXP_METRICS=true
+TZ=UTC

api/product_analytics_working_query.sql

@@ -0,0 +1,591 @@
+-- -- 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 +1,19 @@
-urllib3==2.3.0
+urllib3==2.2.3
 requests==2.32.3
-boto3==1.36.12
+boto3==1.35.86
 pyjwt==2.10.1
 psycopg2-binary==2.9.10
-psycopg[pool,binary]==3.2.4
+psycopg[pool,binary]==3.2.3
 clickhouse-driver[lz4]==0.2.9
-clickhouse-connect==0.8.15
-elasticsearch==8.17.1
+clickhouse-connect==0.8.11
+elasticsearch==8.17.0
 jira==3.8.0
-cachetools==5.5.1
+cachetools==5.5.0
 
-fastapi==0.115.8
+
+
+fastapi==0.115.6
 uvicorn[standard]==0.34.0
 python-decouple==3.8
-pydantic[email]==2.10.6
+pydantic[email]==2.10.4
 apscheduler==3.11.0

api/requirements.txt

@@ -1,19 +1,21 @@
-urllib3==2.3.0
+urllib3==2.2.3
 requests==2.32.3
-boto3==1.36.12
+boto3==1.35.86
 pyjwt==2.10.1
 psycopg2-binary==2.9.10
-psycopg[pool,binary]==3.2.4
+psycopg[pool,binary]==3.2.3
 clickhouse-driver[lz4]==0.2.9
-clickhouse-connect==0.8.15
-elasticsearch==8.17.1
+clickhouse-connect==0.8.11
+elasticsearch==8.17.0
 jira==3.8.0
-cachetools==5.5.1
+cachetools==5.5.0
 
-fastapi==0.115.8
+
+
+fastapi==0.115.6
 uvicorn[standard]==0.34.0
 python-decouple==3.8
-pydantic[email]==2.10.6
+pydantic[email]==2.10.4
 apscheduler==3.11.0
 
 redis==5.2.1

api/routers/core.py

@@ -4,9 +4,8 @@ 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 sourcemaps, events, projects, issues, metadata, reset_password, log_tools, \
     announcements, weekly_report, assist, mobile, tenants, boarding, notifications, webhook, users, saved_search, tags
-from chalicelib.core.sourcemaps import sourcemaps
 from chalicelib.core.metrics import custom_metrics
 from chalicelib.core.alerts import alerts
 from chalicelib.core.autocomplete import autocomplete
@@ -33,7 +32,8 @@ def events_search(projectId: int, q: Optional[str] = None,
                   context: schemas.CurrentContext = Depends(OR_context)):
     if type and (not q or len(q) == 0) \
             and (autocomplete.is_top_supported(type)):
-        return autocomplete.get_top_values(project_id=projectId, event_type=type, event_key=key)
+        # return autocomplete.get_top_values(project_id=projectId, event_type=type, event_key=key)
+        return autocomplete.get_top_values(projectId, type, event_key=key)
     elif not q or len(q) == 0:
         return {"data": []}
 
@@ -79,7 +79,7 @@ def notify(projectId: int, integration: str, webhookId: int, source: str, source
 
     args = {"tenant_id": context.tenant_id,
             "user": context.email, "comment": comment, "project_id": projectId,
-            "integration_id": webhookId,
+            "id": webhookId,
             "project_name": context.project.name}
     if integration == schemas.WebhookType.SLACK:
         if source == "sessions":

api/routers/core_dynamic.py

@@ -7,17 +7,16 @@ from fastapi import HTTPException, status
 from starlette.responses import RedirectResponse, FileResponse, JSONResponse, Response
 
 import schemas
-from chalicelib.core import assist, signup, feature_flags
 from chalicelib.core import scope
+from chalicelib.core import assist, signup, feature_flags
+from chalicelib.core.metrics import heatmaps
+from chalicelib.core.errors import errors, errors_details
+from chalicelib.core.sessions import sessions, sessions_notes, sessions_replay, sessions_favorite, sessions_viewed, \
+    sessions_assignments, unprocessed_sessions, sessions_search
 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, \
-    sessions_assignments, unprocessed_sessions, sessions_search
 from chalicelib.utils import captcha, smtp
-from chalicelib.utils import contextual_validators
 from chalicelib.utils import helper
 from chalicelib.utils.TimeUTC import TimeUTC
 from or_dependencies import OR_context, OR_role
@@ -27,10 +26,7 @@ from routers.subs import spot
 logger = logging.getLogger(__name__)
 public_app, app, app_apikey = get_routers()
 
-if config("LOCAL_DEV", cast=bool, default=False):
-    COOKIE_PATH = "/refresh"
-else:
-    COOKIE_PATH = "/api/refresh"
+COOKIE_PATH = "/api/refresh"
 
 
 @public_app.get('/signup', tags=['signup'])
@@ -256,19 +252,17 @@ def get_projects(context: schemas.CurrentContext = Depends(OR_context)):
 
 
 @app.post('/{projectId}/sessions/search', tags=["sessions"])
-def search_sessions(projectId: int, data: schemas.SessionsSearchPayloadSchema = \
-        Depends(contextual_validators.validate_contextual_payload),
+def search_sessions(projectId: int, data: schemas.SessionsSearchPayloadSchema = Body(...),
                     context: schemas.CurrentContext = Depends(OR_context)):
-    data = sessions_search.search_sessions(data=data, project=context.project, user_id=context.user_id,
+    data = sessions_search.search_sessions(data=data, project_id=projectId, user_id=context.user_id,
                                            platform=context.project.platform)
     return {'data': data}
 
 
 @app.post('/{projectId}/sessions/search/ids', tags=["sessions"])
-def session_ids_search(projectId: int, data: schemas.SessionsSearchPayloadSchema = \
-        Depends(contextual_validators.validate_contextual_payload),
+def session_ids_search(projectId: int, data: schemas.SessionsSearchPayloadSchema = Body(...),
                        context: schemas.CurrentContext = Depends(OR_context)):
-    data = sessions_search.search_sessions(data=data, project=context.project, user_id=context.user_id, ids_only=True,
+    data = sessions_search.search_sessions(data=data, project_id=projectId, user_id=context.user_id, ids_only=True,
                                            platform=context.project.platform)
     return {'data': data}
 

api/routers/subs/metrics.py

@@ -9,244 +9,172 @@ from routers.base import get_routers
 public_app, app, app_apikey = get_routers()
 
 
-@app.post("/{projectId}/dashboards", tags=["dashboard"])
+@app.post('/{projectId}/dashboards', tags=["dashboard"])
 def create_dashboards(projectId: int, data: schemas.CreateDashboardSchema = Body(...),
                       context: schemas.CurrentContext = Depends(OR_context)):
-    return dashboards.create_dashboard(
-        project_id=projectId, user_id=context.user_id, data=data
-    )
+    return dashboards.create_dashboard(project_id=projectId, user_id=context.user_id, data=data)
 
 
-@app.get("/{projectId}/dashboards", tags=["dashboard"])
+@app.get('/{projectId}/dashboards', tags=["dashboard"])
 def get_dashboards(projectId: int, context: schemas.CurrentContext = Depends(OR_context)):
-    return {
-        "data": dashboards.get_dashboards(project_id=projectId, user_id=context.user_id)
-    }
+    return {"data": dashboards.get_dashboards(project_id=projectId, user_id=context.user_id)}
 
 
-@app.get("/{projectId}/dashboards/{dashboardId}", tags=["dashboard"])
+@app.get('/{projectId}/dashboards/{dashboardId}', tags=["dashboard"])
 def get_dashboard(projectId: int, dashboardId: int, context: schemas.CurrentContext = Depends(OR_context)):
-    data = dashboards.get_dashboard(
-        project_id=projectId, user_id=context.user_id, dashboard_id=dashboardId
-    )
+    data = dashboards.get_dashboard(project_id=projectId, user_id=context.user_id, dashboard_id=dashboardId)
     if data is None:
         return {"errors": ["dashboard not found"]}
     return {"data": data}
 
 
-@app.put("/{projectId}/dashboards/{dashboardId}", tags=["dashboard"])
+@app.put('/{projectId}/dashboards/{dashboardId}', tags=["dashboard"])
 def update_dashboard(projectId: int, dashboardId: int, data: schemas.EditDashboardSchema = Body(...),
                      context: schemas.CurrentContext = Depends(OR_context)):
-    return {
-        "data": dashboards.update_dashboard(
-            project_id=projectId,
-            user_id=context.user_id,
-            dashboard_id=dashboardId,
-            data=data,
-        )
-    }
+    return {"data": dashboards.update_dashboard(project_id=projectId, user_id=context.user_id,
+                                                dashboard_id=dashboardId, data=data)}
 
 
-@app.delete("/{projectId}/dashboards/{dashboardId}", tags=["dashboard"])
+@app.delete('/{projectId}/dashboards/{dashboardId}', tags=["dashboard"])
 def delete_dashboard(projectId: int, dashboardId: int, _=Body(None),
                      context: schemas.CurrentContext = Depends(OR_context)):
-    return dashboards.delete_dashboard(
-        project_id=projectId, user_id=context.user_id, dashboard_id=dashboardId
-    )
+    return dashboards.delete_dashboard(project_id=projectId, user_id=context.user_id, dashboard_id=dashboardId)
 
 
-@app.get("/{projectId}/dashboards/{dashboardId}/pin", tags=["dashboard"])
+@app.get('/{projectId}/dashboards/{dashboardId}/pin', tags=["dashboard"])
 def pin_dashboard(projectId: int, dashboardId: int, context: schemas.CurrentContext = Depends(OR_context)):
-    return {
-        "data": dashboards.pin_dashboard(
-            project_id=projectId, user_id=context.user_id, dashboard_id=dashboardId
-        )
-    }
+    return {"data": dashboards.pin_dashboard(project_id=projectId, user_id=context.user_id, dashboard_id=dashboardId)}
 
 
-@app.post("/{projectId}/dashboards/{dashboardId}/cards", tags=["cards"])
-def add_card_to_dashboard(projectId: int, dashboardId: int, data: schemas.AddWidgetToDashboardPayloadSchema = Body(...),
+@app.post('/{projectId}/dashboards/{dashboardId}/cards', tags=["cards"])
+def add_card_to_dashboard(projectId: int, dashboardId: int,
+                          data: schemas.AddWidgetToDashboardPayloadSchema = Body(...),
                           context: schemas.CurrentContext = Depends(OR_context)):
-    return {
-        "data": dashboards.add_widget(
-            project_id=projectId,
-            user_id=context.user_id,
-            dashboard_id=dashboardId,
-            data=data,
-        )
-    }
+    return {"data": dashboards.add_widget(project_id=projectId, user_id=context.user_id, dashboard_id=dashboardId,
+                                          data=data)}
 
 
-@app.post("/{projectId}/dashboards/{dashboardId}/metrics", tags=["dashboard"])
+@app.post('/{projectId}/dashboards/{dashboardId}/metrics', tags=["dashboard"])
 # @app.put('/{projectId}/dashboards/{dashboardId}/metrics', tags=["dashboard"])
-def create_metric_and_add_to_dashboard(projectId: int, dashboardId: int, data: schemas.CardSchema = Body(...),
+def create_metric_and_add_to_dashboard(projectId: int, dashboardId: int,
+                                       data: schemas.CardSchema = Body(...),
                                        context: schemas.CurrentContext = Depends(OR_context)):
-    return {
-        "data": dashboards.create_metric_add_widget(
-            project=context.project,
-            user_id=context.user_id,
-            dashboard_id=dashboardId,
-            data=data,
-        )
-    }
+    return {"data": dashboards.create_metric_add_widget(project=context.project, user_id=context.user_id,
+                                                        dashboard_id=dashboardId, data=data)}
 
 
-@app.put("/{projectId}/dashboards/{dashboardId}/widgets/{widgetId}", tags=["dashboard"])
+@app.put('/{projectId}/dashboards/{dashboardId}/widgets/{widgetId}', tags=["dashboard"])
 def update_widget_in_dashboard(projectId: int, dashboardId: int, widgetId: int,
                                data: schemas.UpdateWidgetPayloadSchema = Body(...),
                                context: schemas.CurrentContext = Depends(OR_context)):
-    return dashboards.update_widget(
-        project_id=projectId,
-        user_id=context.user_id,
-        dashboard_id=dashboardId,
-        widget_id=widgetId,
-        data=data,
-    )
+    return dashboards.update_widget(project_id=projectId, user_id=context.user_id, dashboard_id=dashboardId,
+                                    widget_id=widgetId, data=data)
 
 
-@app.delete("/{projectId}/dashboards/{dashboardId}/widgets/{widgetId}", tags=["dashboard"])
+@app.delete('/{projectId}/dashboards/{dashboardId}/widgets/{widgetId}', tags=["dashboard"])
 def remove_widget_from_dashboard(projectId: int, dashboardId: int, widgetId: int, _=Body(None),
                                  context: schemas.CurrentContext = Depends(OR_context)):
-    return dashboards.remove_widget(
-        project_id=projectId,
-        user_id=context.user_id,
-        dashboard_id=dashboardId,
-        widget_id=widgetId,
-    )
+    return dashboards.remove_widget(project_id=projectId, user_id=context.user_id, dashboard_id=dashboardId,
+                                    widget_id=widgetId)
 
 
-@app.post("/{projectId}/cards/try", tags=["cards"])
+@app.post('/{projectId}/cards/try', tags=["cards"])
 def try_card(projectId: int, data: schemas.CardSchema = Body(...),
              context: schemas.CurrentContext = Depends(OR_context)):
-    return {
-        "data": custom_metrics.get_chart(
-            project=context.project, data=data, user_id=context.user_id
-        )
-    }
+    return {"data": custom_metrics.get_chart(project=context.project, data=data, user_id=context.user_id)}
 
 
-@app.post("/{projectId}/cards/try/sessions", tags=["cards"])
+@app.post('/{projectId}/cards/try/sessions', tags=["cards"])
 def try_card_sessions(projectId: int, data: schemas.CardSessionsSchema = Body(...),
                       context: schemas.CurrentContext = Depends(OR_context)):
-    data = custom_metrics.get_sessions(
-        project=context.project, user_id=context.user_id, data=data
-    )
+    data = custom_metrics.get_sessions(project_id=projectId, user_id=context.user_id, data=data)
     return {"data": data}
 
 
-@app.post("/{projectId}/cards/try/issues", tags=["cards"])
+@app.post('/{projectId}/cards/try/issues', tags=["cards"])
 def try_card_issues(projectId: int, data: schemas.CardSchema = Body(...),
                     context: schemas.CurrentContext = Depends(OR_context)):
-    return {
-        "data": custom_metrics.get_issues(
-            project=context.project, user_id=context.user_id, data=data
-        )
-    }
+    return {"data": custom_metrics.get_issues(project=context.project, user_id=context.user_id, data=data)}
 
 
-@app.get("/{projectId}/cards", tags=["cards"])
+@app.get('/{projectId}/cards', tags=["cards"])
 def get_cards(projectId: int, context: schemas.CurrentContext = Depends(OR_context)):
-    return {
-        "data": custom_metrics.get_all(project_id=projectId, user_id=context.user_id)
-    }
+    return {"data": custom_metrics.get_all(project_id=projectId, user_id=context.user_id)}
 
 
-@app.post("/{projectId}/cards", tags=["cards"])
+@app.post('/{projectId}/cards', tags=["cards"])
 def create_card(projectId: int, data: schemas.CardSchema = Body(...),
                 context: schemas.CurrentContext = Depends(OR_context)):
-    return custom_metrics.create_card(
-        project=context.project, user_id=context.user_id, data=data
-    )
+    return custom_metrics.create_card(project=context.project, user_id=context.user_id, data=data)
 
 
-@app.post("/{projectId}/cards/search", tags=["cards"])
-def search_cards(projectId: int, data: schemas.MetricSearchSchema = Body(...),
+@app.post('/{projectId}/cards/search', tags=["cards"])
+def search_cards(projectId: int, data: schemas.SearchCardsSchema = Body(...),
                  context: schemas.CurrentContext = Depends(OR_context)):
-    return {
-        "data": custom_metrics.search_metrics(
-            project_id=projectId, user_id=context.user_id, data=data
-        )
-    }
+    return {"data": custom_metrics.search_all(project_id=projectId, user_id=context.user_id, data=data)}
 
 
-@app.get("/{projectId}/cards/{metric_id}", tags=["cards"])
+@app.get('/{projectId}/cards/{metric_id}', tags=["cards"])
 def get_card(projectId: int, metric_id: Union[int, str], context: schemas.CurrentContext = Depends(OR_context)):
     if metric_id.isnumeric():
         metric_id = int(metric_id)
     else:
         return {"errors": ["invalid card_id"]}
-    data = custom_metrics.get_card(
-        project_id=projectId, user_id=context.user_id, metric_id=metric_id
-    )
+    data = custom_metrics.get_card(project_id=projectId, user_id=context.user_id, metric_id=metric_id)
     if data is None:
         return {"errors": ["card not found"]}
     return {"data": data}
 
 
-@app.post("/{projectId}/cards/{metric_id}/sessions", tags=["cards"])
-def get_card_sessions(projectId: int, metric_id: int, data: schemas.CardSessionsSchema = Body(...),
+@app.post('/{projectId}/cards/{metric_id}/sessions', tags=["cards"])
+def get_card_sessions(projectId: int, metric_id: int,
+                      data: schemas.CardSessionsSchema = Body(...),
                       context: schemas.CurrentContext = Depends(OR_context)):
-    data = custom_metrics.get_sessions_by_card_id(
-        project=context.project, user_id=context.user_id, metric_id=metric_id, data=data
-    )
+    data = custom_metrics.get_sessions_by_card_id(project_id=projectId, user_id=context.user_id, metric_id=metric_id,
+                                                  data=data)
     if data is None:
         return {"errors": ["custom metric not found"]}
     return {"data": data}
 
 
-@app.post("/{projectId}/cards/{metric_id}/issues/{issueId}/sessions", tags=["dashboard"])
+@app.post('/{projectId}/cards/{metric_id}/issues/{issueId}/sessions', tags=["dashboard"])
 def get_metric_funnel_issue_sessions(projectId: int, metric_id: int, issueId: str,
                                      data: schemas.CardSessionsSchema = Body(...),
                                      context: schemas.CurrentContext = Depends(OR_context)):
-    data = custom_metrics.get_funnel_sessions_by_issue(
-        project_id=projectId,
-        user_id=context.user_id,
-        metric_id=metric_id,
-        issue_id=issueId,
-        data=data,
-    )
+    data = custom_metrics.get_funnel_sessions_by_issue(project_id=projectId, user_id=context.user_id,
+                                                       metric_id=metric_id, issue_id=issueId, data=data)
     if data is None:
         return {"errors": ["custom metric not found"]}
     return {"data": data}
 
 
-@app.post("/{projectId}/cards/{metric_id}/chart", tags=["card"])
+@app.post('/{projectId}/cards/{metric_id}/chart', tags=["card"])
 def get_card_chart(projectId: int, metric_id: int, data: schemas.CardSessionsSchema = 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
-    )
+    data = custom_metrics.make_chart_from_card(project=context.project, user_id=context.user_id, metric_id=metric_id,
+                                               data=data)
     return {"data": data}
 
 
-@app.post("/{projectId}/cards/{metric_id}", tags=["dashboard"])
+@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)):
-    data = custom_metrics.update_card(
-        project_id=projectId, user_id=context.user_id, metric_id=metric_id, data=data
-    )
+    data = custom_metrics.update_card(project_id=projectId, user_id=context.user_id, metric_id=metric_id, data=data)
     if data is None:
         return {"errors": ["custom metric not found"]}
     return {"data": data}
 
 
-@app.post("/{projectId}/cards/{metric_id}/status", tags=["dashboard"])
-def update_card_state(projectId: int, metric_id: int, data: schemas.UpdateCardStatusSchema = Body(...),
+@app.post('/{projectId}/cards/{metric_id}/status', tags=["dashboard"])
+def update_card_state(projectId: int, metric_id: int,
+                      data: schemas.UpdateCardStatusSchema = Body(...),
                       context: schemas.CurrentContext = Depends(OR_context)):
     return {
-        "data": custom_metrics.change_state(
-            project_id=projectId,
-            user_id=context.user_id,
-            metric_id=metric_id,
-            status=data.active,
-        )
-    }
+        "data": custom_metrics.change_state(project_id=projectId, user_id=context.user_id, metric_id=metric_id,
+                                            status=data.active)}
 
 
-@app.delete("/{projectId}/cards/{metric_id}", tags=["dashboard"])
-def delete_card(projectId: int, metric_id: int, _=Body(None), context: schemas.CurrentContext = Depends(OR_context)):
-    return {
-        "data": custom_metrics.delete_card(
-            project_id=projectId, user_id=context.user_id, metric_id=metric_id
-        )
-    }
+@app.delete('/{projectId}/cards/{metric_id}', tags=["dashboard"])
+def delete_card(projectId: int, metric_id: int, _=Body(None),
+                context: schemas.CurrentContext = Depends(OR_context)):
+    return {"data": custom_metrics.delete_card(project_id=projectId, user_id=context.user_id, metric_id=metric_id)}

api/routers/subs/spot.py

@@ -1,4 +1,3 @@
-from decouple import config
 from fastapi import Depends
 from starlette.responses import JSONResponse, Response
 
@@ -9,10 +8,7 @@ from routers.base import get_routers
 
 public_app, app, app_apikey = get_routers(prefix="/spot", tags=["spot"])
 
-if config("LOCAL_DEV", cast=bool, default=False):
-    COOKIE_PATH = "/spot/refresh"
-else:
-    COOKIE_PATH = "/api/spot/refresh"
+COOKIE_PATH = "/api/spot/refresh"
 
 
 @app.get('/logout')

api/routers/subs/v1_api.py

@@ -1,8 +1,7 @@
 from fastapi import Depends, Body
 
 import schemas
-from chalicelib.core import events, jobs, projects
-from chalicelib.core.sessions import sessions
+from chalicelib.core import sessions, events, jobs, projects
 from or_dependencies import OR_context
 from routers.base import get_routers
 

api/schemas/schemas.py

@@ -537,13 +537,6 @@ class RequestGraphqlFilterSchema(BaseModel):
     value: List[Union[int, str]] = Field(...)
     operator: Union[SearchEventOperator, MathOperator] = Field(...)
 
-    @model_validator(mode="before")
-    @classmethod
-    def _transform_data(cls, values):
-        if values.get("type") in [FetchFilterType.FETCH_DURATION, FetchFilterType.FETCH_STATUS_CODE]:
-            values["value"] = [int(v) for v in values["value"] if v is not None and str(v).isnumeric()]
-        return values
-
 
 class SessionSearchEventSchema2(BaseModel):
     is_event: Literal[True] = True
@@ -851,21 +844,18 @@ class MetricTimeseriesViewType(str, Enum):
     LINE_CHART = "lineChart"
     AREA_CHART = "areaChart"
     BAR_CHART = "barChart"
-    PROGRESS_CHART = "progressChart"
     PIE_CHART = "pieChart"
-    METRIC_CHART = "metric"
+    PROGRESS_CHART = "progressChart"
     TABLE_CHART = "table"
+    METRIC_CHART = "metric"
 
 
 class MetricTableViewType(str, Enum):
-    TABLE_CHART = "table"
+    TABLE = "table"
 
 
 class MetricOtherViewType(str, Enum):
     OTHER_CHART = "chart"
-    COLUMN_CHART = "columnChart"
-    METRIC_CHART = "metric"
-    TABLE_CHART = "table"
     LIST_CHART = "list"
 
 
@@ -873,13 +863,37 @@ class MetricType(str, Enum):
     TIMESERIES = "timeseries"
     TABLE = "table"
     FUNNEL = "funnel"
+    ERRORS = "errors"
+    PERFORMANCE = "performance"
+    RESOURCES = "resources"
+    WEB_VITAL = "webVitals"
     PATH_ANALYSIS = "pathAnalysis"
     RETENTION = "retention"
     STICKINESS = "stickiness"
     HEAT_MAP = "heatMap"
 
 
+class MetricOfErrors(str, Enum):
+    DOMAINS_ERRORS_4XX = "domainsErrors4xx"
+    DOMAINS_ERRORS_5XX = "domainsErrors5xx"
+    ERRORS_PER_DOMAINS = "errorsPerDomains"
+    ERRORS_PER_TYPE = "errorsPerType"
+    IMPACTED_SESSIONS_BY_JS_ERRORS = "impactedSessionsByJsErrors"
+    RESOURCES_BY_PARTY = "resourcesByParty"
+
+
+class MetricOfWebVitals(str, Enum):
+    AVG_SESSION_DURATION = "avgSessionDuration"
+    AVG_USED_JS_HEAP_SIZE = "avgUsedJsHeapSize"
+    AVG_VISITED_PAGES = "avgVisitedPages"
+    COUNT_REQUESTS = "countRequests"
+    COUNT_SESSIONS = "countSessions"
+    COUNT_USERS = "userCount"
+    SPEED_LOCATION = "speedLocation"
+
+
 class MetricOfTable(str, Enum):
+    USER_OS = FilterType.USER_OS.value
     USER_BROWSER = FilterType.USER_BROWSER.value
     USER_DEVICE = FilterType.USER_DEVICE.value
     USER_COUNTRY = FilterType.USER_COUNTRY.value
@@ -960,6 +974,36 @@ 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):
@@ -999,6 +1043,12 @@ class __CardSchema(CardSessionsSchema):
     # This is used to specify the number of top values for PathAnalysis
     rows: int = Field(default=3, ge=1, le=10)
 
+    @computed_field
+    @property
+    def is_predefined(self) -> bool:
+        return self.metric_type in [MetricType.ERRORS, MetricType.PERFORMANCE,
+                                    MetricType.RESOURCES, MetricType.WEB_VITAL]
+
 
 class CardTimeSeries(__CardSchema):
     metric_type: Literal[MetricType.TIMESERIES]
@@ -1030,16 +1080,6 @@ 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)
@@ -1067,7 +1107,7 @@ class CardFunnel(__CardSchema):
     def __enforce_default(cls, values):
         if values.get("metricOf") and not MetricOfFunnels.has_value(values["metricOf"]):
             values["metricOf"] = MetricOfFunnels.SESSION_COUNT
-        # values["viewType"] = MetricOtherViewType.OTHER_CHART
+        values["viewType"] = MetricOtherViewType.OTHER_CHART
         if values.get("series") is not None and len(values["series"]) > 0:
             values["series"] = [values["series"][0]]
         return values
@@ -1078,6 +1118,40 @@ class CardFunnel(__CardSchema):
         return self
 
 
+class CardErrors(__CardSchema):
+    metric_type: Literal[MetricType.ERRORS]
+    metric_of: MetricOfErrors = Field(default=MetricOfErrors.IMPACTED_SESSIONS_BY_JS_ERRORS)
+    view_type: MetricOtherViewType = Field(...)
+
+    @model_validator(mode="before")
+    @classmethod
+    def __enforce_default(cls, values):
+        values["series"] = []
+        return values
+
+    @model_validator(mode="after")
+    def __transform(self):
+        self.metric_of = MetricOfErrors(self.metric_of)
+        return self
+
+
+class CardWebVital(__CardSchema):
+    metric_type: Literal[MetricType.WEB_VITAL]
+    metric_of: MetricOfWebVitals = Field(default=MetricOfWebVitals.AVG_VISITED_PAGES)
+    view_type: MetricOtherViewType = Field(...)
+
+    @model_validator(mode="before")
+    @classmethod
+    def __enforce_default(cls, values):
+        values["series"] = []
+        return values
+
+    @model_validator(mode="after")
+    def __transform(self):
+        self.metric_of = MetricOfWebVitals(self.metric_of)
+        return self
+
+
 class CardHeatMap(__CardSchema):
     metric_type: Literal[MetricType.HEAT_MAP]
     metric_of: MetricOfHeatMap = Field(default=MetricOfHeatMap.HEAT_MAP_URL)
@@ -1115,7 +1189,7 @@ 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=5, ge=1, le=10)
+    rows: int = Field(default=3, ge=1, le=10)
 
     start_type: Literal["start", "end"] = Field(default="start")
     start_point: List[PathAnalysisSubFilterSchema] = Field(default_factory=list)
@@ -1167,7 +1241,9 @@ class CardPathAnalysis(__CardSchema):
 
 # Union of cards-schemas that doesn't change between FOSS and EE
 __cards_union_base = Union[
-    CardTimeSeries, CardTable, CardFunnel, CardHeatMap, CardPathAnalysis]
+    CardTimeSeries, CardTable, CardFunnel,
+    CardErrors, CardWebVital, CardHeatMap,
+    CardPathAnalysis]
 CardSchema = ORUnion(__cards_union_base, discriminator='metric_type')
 
 
@@ -1313,7 +1389,7 @@ class SearchNoteSchema(_PaginatedSchema):
 
 
 class SessionNoteSchema(BaseModel):
-    message: Optional[str] = Field(None, max_length=250)
+    message: str = Field(..., min_length=2)
     tag: Optional[str] = Field(default=None)
     timestamp: int = Field(default=-1)
     is_public: bool = Field(default=False)
@@ -1348,42 +1424,6 @@ class SearchCardsSchema(_PaginatedSchema):
     query: Optional[str] = Field(default=None)
 
 
-class MetricSortColumnType(str, Enum):
-    NAME = "name"
-    METRIC_TYPE = "metric_type"
-    METRIC_OF = "metric_of"
-    IS_PUBLIC = "is_public"
-    CREATED_AT = "created_at"
-    EDITED_AT = "edited_at"
-
-
-class MetricFilterColumnType(str, Enum):
-    NAME = "name"
-    METRIC_TYPE = "metric_type"
-    METRIC_OF = "metric_of"
-    IS_PUBLIC = "is_public"
-    USER_ID = "user_id"
-    CREATED_AT = "created_at"
-    EDITED_AT = "edited_at"
-
-
-class MetricListSort(BaseModel):
-    field: Optional[str] = Field(default=None)
-    order: Optional[str] = Field(default=SortOrderType.DESC)
-
-
-class MetricFilter(BaseModel):
-    type: Optional[str] = Field(default=None)
-    query: Optional[str] = Field(default=None)
-
-
-class MetricSearchSchema(_PaginatedSchema):
-    filter: Optional[MetricFilter] = Field(default=None)
-    sort: Optional[MetricListSort] = Field(default=MetricListSort())
-    shared_only: bool = Field(default=False)
-    mine_only: bool = Field(default=False)
-
-
 class _HeatMapSearchEventRaw(SessionSearchEventSchema2):
     type: Literal[EventType.LOCATION] = Field(...)
 

api/schemas/transformers_validators.py

@@ -38,9 +38,6 @@ def force_is_event(events_enum: list[Type[Enum]]):
     def fn(value: list):
         if value is not None and isinstance(value, list):
             for v in value:
-                if v.get("type") is None:
-                    v["isEvent"] = False
-                    continue
                 r = False
                 for en in events_enum:
                     if en.has_value(v["type"]) or en.has_value(v["type"].lower()):