1.TSG-23685 修改每个数据源ETL模版，不再由OLAP 生成 Log ID （除dos暂不修改）。2.TSG-23341 OLAP 日志预处理支持Encryption in Transit。3.统一Aviator表达式语法和调用方式,所有processor和函数使用表达式不需要使用event.字段名

2024-11-22 11:44:01 +08:00
parent bc373e5611
commit 393cc13811
17 changed files with 1978 additions and 0 deletions
--- a/tsg_olap/upgrade/TSG-24.11/groot_stream/templates-24.11/agg_app_protocol_traffic.yaml.j2
+++ b/tsg_olap/upgrade/TSG-24.11/groot_stream/templates-24.11/agg_app_protocol_traffic.yaml.j2
@@ -0,0 +1,150 @@
+sources:
+  kafka_source:
+    type: kafka
+    properties:
+      topic: NETWORK-TRAFFIC-METRIC
+      kafka.bootstrap.servers: {{ kafka_source_servers }}
+      kafka.session.timeout.ms: 60000
+      kafka.max.poll.records: 10000
+      kafka.max.partition.fetch.bytes: 31457280
+      kafka.security.protocol: SASL_PLAINTEXT
+      kafka.sasl.mechanism: PLAIN
+      kafka.sasl.jaas.config: 454f65ea6eef1256e3067104f82730e737b68959560966b811e7ff364116b03124917eb2b0f3596f14733aa29ebad9352644ce1a5c85991c6f01ba8a5e8f177a80bea937958aaa485c2acc2b475603495a23eb59f055e037c0b186acb22886bd0275ca91f1633441d9943e7962942252
+      kafka.group.id: {{ kafka_source_group_id }} # app-protocol-merge-230510-1
+      kafka.auto.offset.reset: latest
+      format: json
+
+filters:
+  name_filter:
+    type: aviator
+    properties:
+      expression: name == 'traffic_application_protocol_stat'
+
+processing_pipelines:
+  pre_processor:
+    type: projection
+    functions:
+      - function: UNIX_TIMESTAMP_CONVERTER
+        lookup_fields: [ timestamp_ms ]
+        output_fields: [ timestamp_ms ]
+        parameters:
+          interval: 1000
+          precision: milliseconds
+      - function: EVAL
+        output_fields: [name]
+        parameters:
+          value_expression: "'application_protocol_stat'"
+
+  explode_app_and_protocol_processor:
+    type: table
+    functions:
+      - function: PATH_UNROLL
+        lookup_fields: [ decoded_path, app]
+        output_fields: [ protocol_stack_id, app_name ]
+        parameters:
+          separator: "."
+
+  window_agg_processor:
+    type: aggregate
+    group_by_fields: [timestamp_ms, name, vsys_id, device_id, device_group, data_center, app_name, protocol_stack_id]
+    window_type: tumbling_processing_time
+    window_size: 1
+    window_slide: 1
+    mini_batch: false # false, true
+    functions:
+      - function: NUMBER_SUM
+        lookup_fields: [ sessions ]
+        output_fields: [ sessions ]
+      - function: NUMBER_SUM
+        lookup_fields: [ c2s_pkts ]
+        output_fields: [ c2s_pkts ]
+      - function: NUMBER_SUM
+        lookup_fields: [ s2c_pkts ]
+        output_fields: [ s2c_pkts ]
+      - function: NUMBER_SUM
+        lookup_fields: [ c2s_bytes ]
+        output_fields: [ c2s_bytes ]
+      - function: NUMBER_SUM
+        lookup_fields: [ s2c_bytes ]
+        output_fields: [ s2c_bytes ]
+      - function: NUMBER_SUM
+        lookup_fields: [ c2s_fragments ]
+        output_fields: [ c2s_fragments ]
+      - function: NUMBER_SUM
+        lookup_fields: [ s2c_fragments ]
+        output_fields: [ s2c_fragments ]
+      - function: NUMBER_SUM
+        lookup_fields: [ c2s_tcp_lost_bytes ]
+        output_fields: [ c2s_tcp_lost_bytes ]
+      - function: NUMBER_SUM
+        lookup_fields: [ s2c_tcp_lost_bytes ]
+        output_fields: [ s2c_tcp_lost_bytes ]
+      - function: NUMBER_SUM
+        lookup_fields: [ c2s_tcp_ooorder_pkts ]
+        output_fields: [ c2s_tcp_ooorder_pkts ]
+      - function: NUMBER_SUM
+        lookup_fields: [ s2c_tcp_ooorder_pkts ]
+        output_fields: [ s2c_tcp_ooorder_pkts ]
+      - function: NUMBER_SUM
+        lookup_fields: [ c2s_tcp_retransmitted_pkts ]
+        output_fields: [ c2s_tcp_retransmitted_pkts ]
+      - function: NUMBER_SUM
+        lookup_fields: [ s2c_tcp_retransmitted_pkts ]
+        output_fields: [ s2c_tcp_retransmitted_pkts ]
+      - function: NUMBER_SUM
+        lookup_fields: [ c2s_tcp_retransmitted_bytes ]
+        output_fields: [ c2s_tcp_retransmitted_bytes ]
+      - function: NUMBER_SUM
+        lookup_fields: [ s2c_tcp_retransmitted_bytes ]
+        output_fields: [ s2c_tcp_retransmitted_bytes ]
+      - function: NUMBER_SUM
+        lookup_fields: [ in_bytes ]
+        output_fields: [ in_bytes ]
+      - function: NUMBER_SUM
+        lookup_fields: [ out_bytes ]
+        output_fields: [ out_bytes ]
+      - function: NUMBER_SUM
+        lookup_fields: [ in_pkts ]
+        output_fields: [ in_pkts ]
+      - function: NUMBER_SUM
+        lookup_fields: [ out_pkts ]
+        output_fields: [ out_pkts ]
+
+sinks:
+  kafka_sink:
+    type: kafka
+    properties:
+      topic: APPLICATION-PROTOCOL-METRIC
+      kafka.bootstrap.servers: {{ kafka_sink_servers }}
+      kafka.retries: 0
+      kafka.linger.ms: 100
+      kafka.request.timeout.ms: 30000
+      kafka.batch.size: 262144
+      kafka.buffer.memory: 134217728
+      kafka.max.request.size: 10485760
+      kafka.compression.type: snappy
+      kafka.security.protocol: SASL_PLAINTEXT
+      kafka.sasl.mechanism: PLAIN
+      kafka.sasl.jaas.config: 454f65ea6eef1256e3067104f82730e737b68959560966b811e7ff364116b03124917eb2b0f3596f14733aa29ebad9352644ce1a5c85991c6f01ba8a5e8f177a80bea937958aaa485c2acc2b475603495a23eb59f055e037c0b186acb22886bd0275ca91f1633441d9943e7962942252
+      format: json
+      log.failures.only: true
+
+application:
+  env:
+    name: {{ job_name }} # agg_app_protocol_traffic_kafka_to_kafka
+    shade.identifier: aes
+    pipeline:
+      object-reuse: true
+  topology:
+    - name: kafka_source
+      downstream: [name_filter]
+    - name: name_filter
+      downstream: [pre_processor]
+    - name: pre_processor
+      downstream: [explode_app_and_protocol_processor]
+    - name: explode_app_and_protocol_processor
+      downstream: [window_agg_processor]
+    - name: window_agg_processor
+      downstream: [kafka_sink]
+    - name: kafka_sink
+      downstream: []
--- a/tsg_olap/upgrade/TSG-24.11/groot_stream/templates-24.11/agg_dos_protection_rule_metric_kafka_to_clickhouse.yaml.j2
+++ b/tsg_olap/upgrade/TSG-24.11/groot_stream/templates-24.11/agg_dos_protection_rule_metric_kafka_to_clickhouse.yaml.j2
@@ -0,0 +1,144 @@
+sources:
+  kafka_source:
+    type: kafka
+    watermark_timestamp: timestamp_ms
+    watermark_timestamp_unit: ms
+    watermark_lag: 60000
+    properties:
+      topic: DOS-PROTECTION-RULE-METRIC
+      kafka.bootstrap.servers: "{{ kafka_source_servers }}"
+      kafka.client.id: DOS-PROTECTION-RULE-METRIC
+      kafka.session.timeout.ms: 60000
+      kafka.max.poll.records: 3000
+      kafka.max.partition.fetch.bytes: 31457280
+      kafka.security.protocol: SASL_PLAINTEXT
+      kafka.ssl.keystore.location:
+      kafka.ssl.keystore.password:
+      kafka.ssl.truststore.location:
+      kafka.ssl.truststore.password:
+      kafka.ssl.key.password:
+      kafka.sasl.mechanism: PLAIN
+      kafka.sasl.jaas.config: 454f65ea6eef1256e3067104f82730e737b68959560966b811e7ff364116b03124917eb2b0f3596f14733aa29ebad9352644ce1a5c85991c6f01ba8a5e8f177a80bea937958aaa485c2acc2b475603495a23eb59f055e037c0b186acb22886bd0275ca91f1633441d9943e7962942252
+      kafka.buffer.memory:
+      kafka.group.id: dos_event_kafka_to_clickhouse-20231221
+      kafka.auto.offset.reset: latest
+      kafka.max.request.size:
+      kafka.compression.type: none
+      format: json
+
+processing_pipelines:
+
+  pre_etl_processor: # [object] Processing Pipeline
+    type: projection
+    functions: # [array of object] Function List
+      - function: CURRENT_UNIX_TIMESTAMP
+        output_fields: [ recv_time ]
+        parameters:
+          precision: seconds
+  aggregate_processor:
+    type: aggregate
+    group_by_fields: [vsys_id,rule_uuid,server_ip,client_ip]
+    window_type: tumbling_event_time  # tumbling_event_time,sliding_processing_time,sliding_event_time
+    window_size: 600
+    functions:
+      - function: NUMBER_SUM
+        lookup_fields: [ sessions ]
+      - function: NUMBER_SUM
+        lookup_fields: [ bytes ]
+      - function: NUMBER_SUM
+        lookup_fields: [ pkts ]
+        output_fields: [ packets ]
+      - function: FIRST_VALUE
+        lookup_fields: [ client_country ]
+      - function: FIRST_VALUE
+        lookup_fields: [ server_country ]
+      - function: MIN
+        lookup_fields: [ timestamp_ms ]
+        output_fields: [ start_timestamp_ms ]
+      - function: MIN
+        lookup_fields: [ recv_time ]
+      - function: MAX
+        lookup_fields: [ timestamp_ms ]
+        output_fields: [ end_timestamp_ms ]
+      - function: FIRST_VALUE
+        lookup_fields: [ duration ]
+  post_etl_processor: # [object] Processing Pipeline
+    type: projection
+    remove_fields:
+    output_fields:
+    functions: # [array of object] Function List
+      - function: UNIX_TIMESTAMP_CONVERTER
+        lookup_fields: [ end_timestamp_ms ]
+        output_fields: [ end_time ]
+        parameters:
+          precision: seconds
+      - function: UNIX_TIMESTAMP_CONVERTER
+        lookup_fields: [ start_timestamp_ms ]
+        output_fields: [ start_time ]
+        parameters:
+          precision: seconds
+      - function: EVAL
+        output_fields: [ duration ]
+        parameters:
+          value_expression: "((end_time-start_time) > 0)? (end_time-start_time) : (duration/1000)"
+      - function: EVAL
+        output_fields: [ end_time ]
+        parameters:
+          value_expression: start_time + duration
+      - function: EVAL
+        output_fields: [ session_rate ]
+        parameters:
+          value_expression:   math.round((double(sessions) / duration )*100)/100.0
+      - function: EVAL
+        output_fields: [ packet_rate ]
+        parameters:
+          value_expression:  math.round((double(packets) / duration ) *100)/100.0
+      - function: EVAL
+        output_fields: [ bit_rate ]
+        parameters:
+          value_expression:  math.round((double((bytes*8)) / duration) *100)/100.0
+      - function: RENAME
+        parameters:
+          rename_fields:
+            client_ip: source_ip
+            client_country: source_country
+            server_ip: destination_ip
+            server_country: destination_country
+      - function: SNOWFLAKE_ID
+        lookup_fields: ['']
+        output_fields: [log_id]
+        parameters:
+          data_center_id_num: 1
+
+sinks:
+  clickhouse_sink:
+    type: clickhouse
+    properties:
+      host: "{{ clickhouse_servers }}"
+      table: tsg_galaxy_v3.dos_event_local
+      batch.size: 100000
+      batch.interval: 30s
+      connection.user: e54c9568586180eede1506eecf3574e9
+      connection.password: 86cf0e2ffba3f541a6c6761313e5cc7e
+
+
+application:
+  env:
+    name: dos_event_kafka_to_clickhouse
+    shade.identifier: aes
+    pipeline:
+      object-reuse: true # [boolean] Object Reuse, default is false
+  {{ topology }}
+
+# topology:
+# - name: kafka_source
+#   downstream: [pre_etl_processor]
+# - name: pre_etl_processor
+#   downstream: [aggregate_processor]
+# - name: aggregate_processor
+#   downstream: [post_etl_processor]
+# - name: post_etl_processor
+#   downstream: [clickhouse_sink]
+# - name: clickhouse_sink
+
+
--- a/tsg_olap/upgrade/TSG-24.11/groot_stream/templates-24.11/data_transporter.yaml.j2
+++ b/tsg_olap/upgrade/TSG-24.11/groot_stream/templates-24.11/data_transporter.yaml.j2
@@ -0,0 +1,55 @@
+sources:
+  kafka_source:
+    type: kafka
+    properties:
+      topic: {{ kafka_source_topic }}
+      kafka.bootstrap.servers: {{ kafka_source_servers }}
+      kafka.client.id: {{ kafka_source_topic }}
+      kafka.session.timeout.ms: 60000
+      kafka.max.poll.records: 3000
+      kafka.max.partition.fetch.bytes: 31457280
+      kafka.security.protocol: SASL_PLAINTEXT
+      kafka.sasl.mechanism: PLAIN
+      kafka.sasl.jaas.config: 454f65ea6eef1256e3067104f82730e737b68959560966b811e7ff364116b03124917eb2b0f3596f14733aa29ebad9352644ce1a5c85991c6f01ba8a5e8f177a80bea937958aaa485c2acc2b475603495a23eb59f055e037c0b186acb22886bd0275ca91f1633441d9943e7962942252
+      kafka.group.id: {{ kafka_source_group_id }}
+      kafka.auto.offset.reset: latest
+      format: raw
+
+sinks:
+  kafka_sink:
+    type: kafka
+    properties:
+      topic: {{ kafka_sink_topic }}
+      kafka.bootstrap.servers: { { kafka_sink_servers } }
+      kafka.client.id: {{ kafka_sink_topic }}
+      kafka.retries: 0
+      kafka.linger.ms: 10
+      kafka.request.timeout.ms: 30000
+      kafka.batch.size: 262144
+      kafka.buffer.memory: 134217728
+      kafka.max.request.size: 10485760
+      kafka.compression.type: snappy
+      kafka.security.protocol: SASL_PLAINTEXT
+      kafka.sasl.mechanism: PLAIN
+      kafka.sasl.jaas.config: 454f65ea6eef1256e3067104f82730e737b68959560966b811e7ff364116b03124917eb2b0f3596f14733aa29ebad9352644ce1a5c85991c6f01ba8a5e8f177a80bea937958aaa485c2acc2b475603495a23eb59f055e037c0b186acb22886bd0275ca91f1633441d9943e7962942252
+      format: raw
+
+  clickhouse_sink:
+    type: clickhouse
+    properties:
+      host: {{ clickhouse_servers }}
+      table: tsg_galaxy_v3.traffic_sketch_metric_local
+      batch.size: 100000
+      batch.interval: 30s
+      connection.user: e54c9568586180eede1506eecf3574e9
+      connection.password: 86cf0e2ffba3f541a6c6761313e5cc7e
+
+application:
+  env: 
+    name: {{ job_name }}
+    shade.identifier: aes
+    pipeline:
+      object-reuse: true
+  {{ topology }}
+
+
--- a/tsg_olap/upgrade/TSG-24.11/groot_stream/templates-24.11/datapath_telemetry_record.yaml.j2
+++ b/tsg_olap/upgrade/TSG-24.11/groot_stream/templates-24.11/datapath_telemetry_record.yaml.j2
@@ -0,0 +1,75 @@
+sources:
+  kafka_source:
+    type: kafka
+    properties:
+      topic: DATAPATH-TELEMETRY-RECORD
+      kafka.bootstrap.servers: {{ kafka_source_servers }}
+      kafka.client.id: DATAPATH-TELEMETRY-RECORD
+      kafka.session.timeout.ms: 60000
+      kafka.max.poll.records: 3000
+      kafka.max.partition.fetch.bytes: 31457280
+      kafka.security.protocol: SASL_PLAINTEXT
+      kafka.sasl.mechanism: PLAIN
+      kafka.sasl.jaas.config: 454f65ea6eef1256e3067104f82730e737b68959560966b811e7ff364116b03124917eb2b0f3596f14733aa29ebad9352644ce1a5c85991c6f01ba8a5e8f177a80bea937958aaa485c2acc2b475603495a23eb59f055e037c0b186acb22886bd0275ca91f1633441d9943e7962942252
+      kafka.group.id: {{ kafka_source_group_id }}
+      kafka.auto.offset.reset: latest
+      format: msgpack
+
+processing_pipelines:
+  etl_processor:
+    type: projection
+    functions:
+      - function: UNIX_TIMESTAMP_CONVERTER
+        lookup_fields: [ __timestamp ]
+        output_fields: [ recv_time ]
+        parameters:
+          precision: seconds
+      - function: BASE64_ENCODE_TO_STRING
+        lookup_fields: [packet]
+        output_fields: [packet]
+        parameters:
+          input_type: byte_array
+
+
+
+sinks:
+  kafka_sink:
+    type: kafka
+    properties:
+      topic: DATAPATH-TELEMETRY-RECORD
+      kafka.bootstrap.servers: {{ kafka_sink_servers }}
+      kafka.client.id: DATAPATH-TELEMETRY-RECORD
+      kafka.retries: 0
+      kafka.linger.ms: 10
+      kafka.request.timeout.ms: 30000
+      kafka.batch.size: 262144
+      kafka.buffer.memory: 134217728
+      kafka.max.request.size: 10485760
+      kafka.compression.type: snappy
+      kafka.security.protocol: SASL_PLAINTEXT
+      kafka.sasl.mechanism: PLAIN
+      kafka.sasl.jaas.config: 454f65ea6eef1256e3067104f82730e737b68959560966b811e7ff364116b03124917eb2b0f3596f14733aa29ebad9352644ce1a5c85991c6f01ba8a5e8f177a80bea937958aaa485c2acc2b475603495a23eb59f055e037c0b186acb22886bd0275ca91f1633441d9943e7962942252
+      format: raw
+      json.ignore.parse.errors: false
+      log.failures.only: true
+
+  clickhouse_sink:
+    type: clickhouse
+    properties:
+      host: {{ clickhouse_sink_host }}
+      table: tsg_galaxy_v3.datapath_telemetry_record_local
+      batch.size: 5000
+      batch.interval: 30s
+      connection.user: e54c9568586180eede1506eecf3574e9
+      connection.password: 86cf0e2ffba3f541a6c6761313e5cc7e
+      connection.connect_timeout: 30
+      connection.query_timeout: 300
+
+application:
+  env:
+    name: {{ job_name }}
+    shade.identifier: aes
+    pipeline:
+      object-reuse: true
+  {{ topology }}
+
--- a/tsg_olap/upgrade/TSG-24.11/groot_stream/templates-24.11/proxy_event.yaml.j2
+++ b/tsg_olap/upgrade/TSG-24.11/groot_stream/templates-24.11/proxy_event.yaml.j2
@@ -0,0 +1,154 @@
+sources:
+  kafka_source:
+    type: kafka
+    properties:
+      topic: PROXY-EVENT
+      kafka.bootstrap.servers: {{ kafka_source_servers }}
+      kafka.client.id: PROXY-EVENT
+      kafka.session.timeout.ms: 60000
+      kafka.max.poll.records: 3000
+      kafka.max.partition.fetch.bytes: 31457280
+      kafka.security.protocol: SASL_PLAINTEXT
+      kafka.sasl.mechanism: PLAIN
+      kafka.sasl.jaas.config: 454f65ea6eef1256e3067104f82730e737b68959560966b811e7ff364116b03124917eb2b0f3596f14733aa29ebad9352644ce1a5c85991c6f01ba8a5e8f177a80bea937958aaa485c2acc2b475603495a23eb59f055e037c0b186acb22886bd0275ca91f1633441d9943e7962942252
+      kafka.group.id: {{ kafka_source_group_id }}
+      kafka.auto.offset.reset: latest
+      format: json
+      json.ignore.parse.errors: false
+
+processing_pipelines:
+  etl_processor:
+    type: com.geedgenetworks.core.processor.projection.ProjectionProcessorImpl
+    functions:
+	
+    - function: UNIX_TIMESTAMP_CONVERTER
+      lookup_fields: [__timestamp]
+      output_fields: [recv_time]
+      parameters:
+        precision: seconds
+
+    - function: EVAL
+      output_fields: [ingestion_time]
+      parameters:
+        value_expression: recv_time
+
+    - function: BASE64_DECODE_TO_STRING
+      output_fields: [mail_subject]
+      parameters:
+        value_field: mail_subject
+        charset_field: mail_subject_charset
+
+    - function: BASE64_DECODE_TO_STRING
+      output_fields: [mail_attachment_name]
+      parameters:
+        value_field: mail_attachment_name
+        charset_field: mail_attachment_name_charset
+
+    - function: PATH_COMBINE
+      lookup_fields: [rtp_pcap_path]
+      output_fields: [rtp_pcap_path]
+      parameters:
+        path: [props.hos.path, props.hos.bucket.name.rtp_file, rtp_pcap_path]
+
+    - function: PATH_COMBINE
+      lookup_fields: [http_request_body]
+      output_fields: [http_request_body]
+      parameters:
+        path: [props.hos.path, props.hos.bucket.name.http_file, http_request_body]
+
+    - function: PATH_COMBINE
+      lookup_fields: [http_response_body]
+      output_fields: [http_response_body]
+      parameters:
+        path: [props.hos.path, props.hos.bucket.name.http_file, http_response_body]
+
+    - function: PATH_COMBINE
+      lookup_fields: [mail_eml_file]
+      output_fields: [mail_eml_file]
+      parameters:
+        path: [props.hos.path, props.hos.bucket.name.eml_file, mail_eml_file]
+
+    - function: PATH_COMBINE
+      lookup_fields: [packet_capture_file]
+      output_fields: [packet_capture_file]
+      parameters:
+        path: [props.hos.path, props.hos.bucket.name.policy_capture_file, packet_capture_file]
+
+    - function: CURRENT_UNIX_TIMESTAMP
+      output_fields: [ processing_time ]
+      parameters:
+        precision: seconds
+
+    - function: HMAC
+      lookup_fields: [ subscriber_id ]
+      output_fields: [ subscriber_id_hmac ]
+      parameters:
+        secret_key: Galaxy2019#
+        algorithm: sha256
+        output_format: base64
+    - function: HMAC
+      lookup_fields: [ phone_number ]
+      output_fields: [ phone_number_hmac ]
+      parameters:
+        secret_key: Galaxy2019#
+        algorithm: sha256
+        output_format: base64
+    - function: ENCRYPT
+      lookup_fields: [ subscriber_id ]
+      output_fields: [ subscriber_id ]
+      parameters:
+        identifier: aes-128-gcm
+    - function: ENCRYPT
+      lookup_fields: [ phone_number ]
+      output_fields: [ phone_number ]
+      parameters:
+        identifier: aes-128-gcm
+
+sinks:
+  kafka_sink:
+    type: kafka
+    properties:
+      topic: PROXY-EVENT
+      kafka.bootstrap.servers: {{ kafka_sink_servers }}
+      kafka.client.id: PROXY-EVENT
+      kafka.retries: 0
+      kafka.linger.ms: 10
+      kafka.request.timeout.ms: 30000
+      kafka.batch.size: 262144
+      kafka.buffer.memory: 134217728
+      kafka.max.request.size: 10485760
+      kafka.compression.type: snappy
+      kafka.security.protocol: SASL_PLAINTEXT
+      kafka.sasl.mechanism: PLAIN
+      kafka.sasl.jaas.config: 454f65ea6eef1256e3067104f82730e737b68959560966b811e7ff364116b03124917eb2b0f3596f14733aa29ebad9352644ce1a5c85991c6f01ba8a5e8f177a80bea937958aaa485c2acc2b475603495a23eb59f055e037c0b186acb22886bd0275ca91f1633441d9943e7962942252
+      format: json
+      json.ignore.parse.errors: false
+      log.failures.only: true
+
+  clickhouse_sink:
+    type: clickhouse
+    properties:
+      host: {{ clickhouse_sink_host }}
+      table: tsg_galaxy_v3.proxy_event_local
+      batch.size: 100000
+      batch.interval: 30s
+      connection.user: e54c9568586180eede1506eecf3574e9
+      connection.password: 86cf0e2ffba3f541a6c6761313e5cc7e
+      connection.connect_timeout: 30
+      connection.query_timeout: 300
+
+application:
+  env: 
+    name: {{ job_name }}
+    shade.identifier: aes
+    kms.type: vault
+    pipeline:
+      object-reuse: true
+    properties:
+      hos.bucket.name.rtp_file: traffic_rtp_file_bucket
+      hos.bucket.name.http_file: traffic_http_file_bucket
+      hos.bucket.name.eml_file: traffic_eml_file_bucket
+      hos.bucket.name.policy_capture_file: traffic_policy_capture_file_bucket
+      projection.encrypt.schema.registry.uri: 192.168.44.12:9999/v1/database/table/proxy_event/schema?option=encrypt_fields
+  {{ topology }}
+
--- a/tsg_olap/upgrade/TSG-24.11/groot_stream/templates-24.11/session_record.yaml.j2
+++ b/tsg_olap/upgrade/TSG-24.11/groot_stream/templates-24.11/session_record.yaml.j2
@@ -0,0 +1,153 @@
+sources:
+  kafka_source:
+    type: kafka
+    properties:
+      topic: SESSION-RECORD
+      kafka.bootstrap.servers: {{ kafka_source_servers }}
+      kafka.client.id: SESSION-RECORD
+      kafka.session.timeout.ms: 60000
+      kafka.max.poll.records: 3000
+      kafka.max.partition.fetch.bytes: 31457280
+      kafka.security.protocol: SASL_PLAINTEXT
+      kafka.sasl.mechanism: PLAIN
+      kafka.sasl.jaas.config: 454f65ea6eef1256e3067104f82730e737b68959560966b811e7ff364116b03124917eb2b0f3596f14733aa29ebad9352644ce1a5c85991c6f01ba8a5e8f177a80bea937958aaa485c2acc2b475603495a23eb59f055e037c0b186acb22886bd0275ca91f1633441d9943e7962942252
+      kafka.group.id: {{ kafka_source_group_id }}
+      kafka.auto.offset.reset: latest
+      format: json
+      json.ignore.parse.errors: false
+
+processing_pipelines:
+  etl_processor:
+    type: com.geedgenetworks.core.processor.projection.ProjectionProcessorImpl
+    functions:
+
+    - function: UNIX_TIMESTAMP_CONVERTER
+      lookup_fields: [__timestamp]
+      output_fields: [recv_time]
+      parameters:
+        precision: seconds
+
+    - function: EVAL
+      output_fields: [ingestion_time]
+      parameters:
+        value_expression: recv_time
+
+    - function: BASE64_DECODE_TO_STRING
+      output_fields: [mail_subject]
+      parameters:
+        value_field: mail_subject
+        charset_field: mail_subject_charset
+
+    - function: BASE64_DECODE_TO_STRING
+      output_fields: [mail_attachment_name]
+      parameters:
+        value_field: mail_attachment_name
+        charset_field: mail_attachment_name_charset
+
+    - function: PATH_COMBINE
+      lookup_fields: [rtp_pcap_path]
+      output_fields: [rtp_pcap_path]
+      parameters:
+        path: [props.hos.path, props.hos.bucket.name.rtp_file, rtp_pcap_path]
+
+    - function: PATH_COMBINE
+      lookup_fields: [http_request_body]
+      output_fields: [http_request_body]
+      parameters:
+        path: [props.hos.path, props.hos.bucket.name.http_file, http_request_body]
+
+    - function: PATH_COMBINE
+      lookup_fields: [http_response_body]
+      output_fields: [http_response_body]
+      parameters:
+        path: [props.hos.path, props.hos.bucket.name.http_file, http_response_body]
+
+    - function: PATH_COMBINE
+      lookup_fields: [mail_eml_file]
+      output_fields: [mail_eml_file]
+      parameters:
+        path: [props.hos.path, props.hos.bucket.name.eml_file, mail_eml_file]
+
+    - function: PATH_COMBINE
+      lookup_fields: [packet_capture_file]
+      output_fields: [packet_capture_file]
+      parameters:
+        path: [props.hos.path, props.hos.bucket.name.policy_capture_file, packet_capture_file]
+
+    - function: CURRENT_UNIX_TIMESTAMP
+      output_fields: [ processing_time ]
+      parameters:
+        precision: seconds
+
+    - function: HMAC
+      lookup_fields: [ subscriber_id ]
+      output_fields: [ subscriber_id_hmac ]
+      parameters:
+        secret_key: Galaxy2019#
+        algorithm: sha256
+        output_format: base64
+    - function: HMAC
+      lookup_fields: [ phone_number ]
+      output_fields: [ phone_number_hmac ]
+      parameters:
+        secret_key: Galaxy2019#
+        algorithm: sha256
+        output_format: base64
+    - function: ENCRYPT
+      lookup_fields: [ subscriber_id ]
+      output_fields: [ subscriber_id ]
+      parameters:
+        identifier: aes-128-gcm
+    - function: ENCRYPT
+      lookup_fields: [ phone_number ]
+      output_fields: [ phone_number ]
+      parameters:
+        identifier: aes-128-gcm
+
+sinks:
+  kafka_sink:
+    type: kafka
+    properties:
+      topic: SESSION-RECORD
+      kafka.bootstrap.servers: {{ kafka_sink_servers }}
+      kafka.client.id: SESSION-RECORD
+      kafka.retries: 0
+      kafka.linger.ms: 10
+      kafka.request.timeout.ms: 30000
+      kafka.batch.size: 262144
+      kafka.buffer.memory: 134217728
+      kafka.max.request.size: 10485760
+      kafka.compression.type: snappy
+      kafka.security.protocol: SASL_PLAINTEXT
+      kafka.sasl.mechanism: PLAIN
+      kafka.sasl.jaas.config: 454f65ea6eef1256e3067104f82730e737b68959560966b811e7ff364116b03124917eb2b0f3596f14733aa29ebad9352644ce1a5c85991c6f01ba8a5e8f177a80bea937958aaa485c2acc2b475603495a23eb59f055e037c0b186acb22886bd0275ca91f1633441d9943e7962942252
+      format: json
+      json.ignore.parse.errors: false
+      log.failures.only: true
+
+  clickhouse_sink:
+    type: clickhouse
+    properties:
+      host: {{ clickhouse_sink_host }}
+      table: tsg_galaxy_v3.session_record_local
+      batch.size: 100000
+      batch.interval: 30s
+      connection.user: e54c9568586180eede1506eecf3574e9
+      connection.password: 86cf0e2ffba3f541a6c6761313e5cc7e
+      connection.connect_timeout: 30
+      connection.query_timeout: 300
+
+application:
+  env:
+    name: {{ job_name }}
+    shade.identifier: aes
+    kms.type: vault
+    pipeline:
+      object-reuse: true
+    properties:
+      hos.bucket.name.rtp_file: traffic_rtp_file_bucket
+      hos.bucket.name.http_file: traffic_http_file_bucket
+      hos.bucket.name.eml_file: traffic_eml_file_bucket
+      hos.bucket.name.policy_capture_file: traffic_policy_capture_file_bucket
+      projection.encrypt.schema.registry.uri: 192.168.44.12:9999/v1/database/table/session_record/schema?option=encrypt_fields
+  {{ topology }}
--- a/tsg_olap/upgrade/TSG-24.11/groot_stream/templates-24.11/traffic_sketch_metric.yaml.j2
+++ b/tsg_olap/upgrade/TSG-24.11/groot_stream/templates-24.11/traffic_sketch_metric.yaml.j2
@@ -0,0 +1,86 @@
+sources:
+  kafka_source:
+    type: kafka
+    properties:
+      topic: TRAFFIC-SKETCH-METRIC
+      kafka.bootstrap.servers: {{ kafka_source_servers }}
+      kafka.session.timeout.ms: 60000
+      kafka.max.poll.records: 3000
+      kafka.max.partition.fetch.bytes: 31457280
+      kafka.security.protocol: SASL_PLAINTEXT
+      kafka.sasl.mechanism: PLAIN
+      kafka.sasl.jaas.config: 454f65ea6eef1256e3067104f82730e737b68959560966b811e7ff364116b03124917eb2b0f3596f14733aa29ebad9352644ce1a5c85991c6f01ba8a5e8f177a7ff0b2d3889a424249967b3870b50993d9644f239f0de82cdb13bdb502959e16afadffa49ef1e1d2b9c9b5113e619817
+      kafka.group.id: etl_traffic_sketch_metric
+      kafka.auto.offset.reset: latest
+      kafka.compression.type: none
+      format: json
+
+processing_pipelines:
+  etl_processor: # [object] Processing Pipeline
+    type: projection
+    remove_fields:
+    output_fields:
+    functions: # [array of object] Function List
+      - function: UNIX_TIMESTAMP_CONVERTER
+        lookup_fields: [ timestamp_ms ]
+        output_fields: [ recv_time ]
+        parameters:
+          precision: seconds
+          interval: 60
+      - function: EVAL
+        output_fields: [ internal_ip ]
+        parameters:
+          value_expression:  "(direction == 'Outbound')? client_ip : server_ip"
+      - function: EVAL
+        output_fields: [ external_ip ]
+        parameters:
+          value_expression:  "(direction == 'Outbound')? server_ip : client_ip"
+      - function: SNOWFLAKE_ID
+        lookup_fields: [ '' ]
+        output_fields: [ log_id ]
+        filter:
+        parameters:
+          data_center_id_num: 1
+
+
+sinks:
+  kafka_sink:
+    type: kafka
+    properties:
+      topic: TRAFFIC-SKETCH-METRIC
+      kafka.bootstrap.servers: {{ kafka_sink_servers }}
+      kafka.retries: 0
+      kafka.linger.ms: 10
+      kafka.request.timeout.ms: 30000
+      kafka.batch.size: 262144
+      kafka.buffer.memory: 134217728
+      kafka.max.request.size: 10485760
+      kafka.compression.type: snappy
+      kafka.security.protocol: SASL_PLAINTEXT
+      kafka.sasl.mechanism: PLAIN
+      kafka.sasl.jaas.config: 454f65ea6eef1256e3067104f82730e737b68959560966b811e7ff364116b03124917eb2b0f3596f14733aa29ebad9352644ce1a5c85991c6f01ba8a5e8f177a80bea937958aaa485c2acc2b475603495a23eb59f055e037c0b186acb22886bd0275ca91f1633441d9943e7962942252
+      format: json
+      json.ignore.parse.errors: false
+      log.failures.only: true
+
+  clickhouse_sink:
+    type: clickhouse
+    properties:
+      host: {{ clickhouse_servers }}
+      table: tsg_galaxy_v3.traffic_sketch_metric_local
+      batch.size: 100000
+      batch.interval: 30s
+      connection.user: e54c9568586180eede1506eecf3574e9
+      connection.password: 86cf0e2ffba3f541a6c6761313e5cc7e
+
+
+application:
+
+  env: # [object] Environment Variables
+    name: etl_traffic_sketch_metric # [string] Job Name
+    shade.identifier: aes
+    pipeline:
+      object-reuse: true # [boolean] Object Reuse, default is false
+  {{ topology }}
+
+
--- a/tsg_olap/upgrade/TSG-24.11/groot_stream/templates-24.11/transaction_record.yaml.j2
+++ b/tsg_olap/upgrade/TSG-24.11/groot_stream/templates-24.11/transaction_record.yaml.j2
@@ -0,0 +1,126 @@
+sources:
+  kafka_source:
+    type: kafka
+    properties:
+      topic: TRANSACTION-RECORD
+      kafka.bootstrap.servers: {{ kafka_source_servers }}
+      kafka.client.id: TRANSACTION-RECORD
+      kafka.session.timeout.ms: 60000
+      kafka.max.poll.records: 3000
+      kafka.max.partition.fetch.bytes: 31457280
+      kafka.security.protocol: SASL_PLAINTEXT
+      kafka.sasl.mechanism: PLAIN
+      kafka.sasl.jaas.config: 454f65ea6eef1256e3067104f82730e737b68959560966b811e7ff364116b03124917eb2b0f3596f14733aa29ebad9352644ce1a5c85991c6f01ba8a5e8f177a80bea937958aaa485c2acc2b475603495a23eb59f055e037c0b186acb22886bd0275ca91f1633441d9943e7962942252
+      kafka.group.id: {{ kafka_source_group_id }}
+      kafka.auto.offset.reset: latest
+      format: json
+      json.ignore.parse.errors: false
+
+processing_pipelines:
+  etl_processor:
+    type: projection
+    functions:
+
+    - function: UNIX_TIMESTAMP_CONVERTER
+      lookup_fields: [__timestamp]
+      output_fields: [recv_time]
+      parameters:
+        precision: seconds
+
+    - function: EVAL
+      output_fields: [ingestion_time]
+      parameters:
+        value_expression: recv_time
+
+    - function: BASE64_DECODE_TO_STRING
+      output_fields: [mail_subject]
+      parameters:
+        value_field: mail_subject
+        charset_field: mail_subject_charset
+
+    - function: BASE64_DECODE_TO_STRING
+      output_fields: [mail_attachment_name]
+      parameters:
+        value_field: mail_attachment_name
+        charset_field: mail_attachment_name_charset
+
+    - function: PATH_COMBINE
+      lookup_fields: [rtp_pcap_path]
+      output_fields: [rtp_pcap_path]
+      parameters:
+        path: [props.hos.path, props.hos.bucket.name.rtp_file, rtp_pcap_path]
+
+    - function: PATH_COMBINE
+      lookup_fields: [http_request_body]
+      output_fields: [http_request_body]
+      parameters:
+        path: [props.hos.path, props.hos.bucket.name.http_file, http_request_body]
+
+    - function: PATH_COMBINE
+      lookup_fields: [http_response_body]
+      output_fields: [http_response_body]
+      parameters:
+        path: [props.hos.path, props.hos.bucket.name.http_file, http_response_body]
+
+    - function: PATH_COMBINE
+      lookup_fields: [mail_eml_file]
+      output_fields: [mail_eml_file]
+      parameters:
+        path: [props.hos.path, props.hos.bucket.name.eml_file, mail_eml_file]
+
+    - function: PATH_COMBINE
+      lookup_fields: [packet_capture_file]
+      output_fields: [packet_capture_file]
+      parameters:
+        path: [props.hos.path, props.hos.bucket.name.policy_capture_file, packet_capture_file]
+
+    - function: CURRENT_UNIX_TIMESTAMP
+      output_fields: [ processing_time ]
+      parameters:
+        precision: seconds
+
+sinks:
+  kafka_sink:
+    type: kafka
+    properties:
+      topic: TRANSACTION-RECORD
+      kafka.bootstrap.servers: {{ kafka_sink_servers }}
+      kafka.client.id: TRANSACTION-RECORD
+      kafka.retries: 0
+      kafka.linger.ms: 10
+      kafka.request.timeout.ms: 30000
+      kafka.batch.size: 262144
+      kafka.buffer.memory: 134217728
+      kafka.max.request.size: 10485760
+      kafka.compression.type: snappy
+      kafka.security.protocol: SASL_PLAINTEXT
+      kafka.sasl.mechanism: PLAIN
+      kafka.sasl.jaas.config: 454f65ea6eef1256e3067104f82730e737b68959560966b811e7ff364116b03124917eb2b0f3596f14733aa29ebad9352644ce1a5c85991c6f01ba8a5e8f177a80bea937958aaa485c2acc2b475603495a23eb59f055e037c0b186acb22886bd0275ca91f1633441d9943e7962942252
+      format: json
+      json.ignore.parse.errors: false
+      log.failures.only: true
+
+  clickhouse_sink:
+    type: clickhouse
+    properties:
+      host: {{ clickhouse_sink_host }}
+      table: tsg_galaxy_v3.transaction_record_local
+      batch.size: 100000
+      batch.interval: 30s
+      connection.user: e54c9568586180eede1506eecf3574e9
+      connection.password: 86cf0e2ffba3f541a6c6761313e5cc7e
+      connection.connect_timeout: 30
+      connection.query_timeout: 300
+
+application:
+  env: 
+    name: {{ job_name }}
+    shade.identifier: aes
+    pipeline:
+      object-reuse: true
+    properties:
+      hos.bucket.name.rtp_file: traffic_rtp_file_bucket
+      hos.bucket.name.http_file: traffic_http_file_bucket
+      hos.bucket.name.eml_file: traffic_eml_file_bucket
+      hos.bucket.name.policy_capture_file: traffic_policy_capture_file_bucket
+  {{ topology }}
--- a/tsg_olap/upgrade/TSG-24.11/groot_stream/templates-24.11/voip_record.yaml.j2
+++ b/tsg_olap/upgrade/TSG-24.11/groot_stream/templates-24.11/voip_record.yaml.j2
@@ -0,0 +1,126 @@
+sources:
+  kafka_source:
+    type: kafka
+    properties:
+      topic: VOIP-CONVERSATION-RECORD
+      kafka.bootstrap.servers: {{ kafka_source_servers }}
+      kafka.client.id: VOIP-CONVERSATION-RECORD
+      kafka.session.timeout.ms: 60000
+      kafka.max.poll.records: 3000
+      kafka.max.partition.fetch.bytes: 31457280
+      kafka.security.protocol: SASL_PLAINTEXT
+      kafka.sasl.mechanism: PLAIN
+      kafka.sasl.jaas.config: 454f65ea6eef1256e3067104f82730e737b68959560966b811e7ff364116b03124917eb2b0f3596f14733aa29ebad9352644ce1a5c85991c6f01ba8a5e8f177a80bea937958aaa485c2acc2b475603495a23eb59f055e037c0b186acb22886bd0275ca91f1633441d9943e7962942252
+      kafka.group.id: {{ kafka_source_group_id }}
+      kafka.auto.offset.reset: latest
+      format: json
+      json.ignore.parse.errors: false
+
+processing_pipelines:
+  etl_processor:
+    type: projection
+    functions:
+
+    - function: UNIX_TIMESTAMP_CONVERTER
+      lookup_fields: [__timestamp]
+      output_fields: [recv_time]
+      parameters:
+        precision: seconds
+
+    - function: EVAL
+      output_fields: [ingestion_time]
+      parameters:
+        value_expression: recv_time
+
+    - function: BASE64_DECODE_TO_STRING
+      output_fields: [mail_subject]
+      parameters:
+        value_field: mail_subject
+        charset_field: mail_subject_charset
+
+    - function: BASE64_DECODE_TO_STRING
+      output_fields: [mail_attachment_name]
+      parameters:
+        value_field: mail_attachment_name
+        charset_field: mail_attachment_name_charset
+
+    - function: PATH_COMBINE
+      lookup_fields: [rtp_pcap_path]
+      output_fields: [rtp_pcap_path]
+      parameters:
+        path: [props.hos.path, props.hos.bucket.name.rtp_file, rtp_pcap_path]
+
+    - function: PATH_COMBINE
+      lookup_fields: [http_request_body]
+      output_fields: [http_request_body]
+      parameters:
+        path: [props.hos.path, props.hos.bucket.name.http_file, http_request_body]
+
+    - function: PATH_COMBINE
+      lookup_fields: [http_response_body]
+      output_fields: [http_response_body]
+      parameters:
+        path: [props.hos.path, props.hos.bucket.name.http_file, http_response_body]
+
+    - function: PATH_COMBINE
+      lookup_fields: [mail_eml_file]
+      output_fields: [mail_eml_file]
+      parameters:
+        path: [props.hos.path, props.hos.bucket.name.eml_file, mail_eml_file]
+
+    - function: PATH_COMBINE
+      lookup_fields: [packet_capture_file]
+      output_fields: [packet_capture_file]
+      parameters:
+        path: [props.hos.path, props.hos.bucket.name.policy_capture_file, packet_capture_file]
+
+    - function: CURRENT_UNIX_TIMESTAMP
+      output_fields: [ processing_time ]
+      parameters:
+        precision: seconds
+
+sinks:
+  kafka_sink:
+    type: kafka
+    properties:
+      topic: VOIP-CONVERSATION-RECORD
+      kafka.bootstrap.servers: {{ kafka_sink_servers }}
+      kafka.client.id: VOIP-CONVERSATION-RECORD
+      kafka.retries: 0
+      kafka.linger.ms: 10
+      kafka.request.timeout.ms: 30000
+      kafka.batch.size: 262144
+      kafka.buffer.memory: 134217728
+      kafka.max.request.size: 10485760
+      kafka.compression.type: snappy
+      kafka.security.protocol: SASL_PLAINTEXT
+      kafka.sasl.mechanism: PLAIN
+      kafka.sasl.jaas.config: 454f65ea6eef1256e3067104f82730e737b68959560966b811e7ff364116b03124917eb2b0f3596f14733aa29ebad9352644ce1a5c85991c6f01ba8a5e8f177a80bea937958aaa485c2acc2b475603495a23eb59f055e037c0b186acb22886bd0275ca91f1633441d9943e7962942252
+      format: json
+      json.ignore.parse.errors: false
+      log.failures.only: true
+
+  clickhouse_sink:
+    type: clickhouse
+    properties:
+      host: {{ clickhouse_sink_host }}
+      table: tsg_galaxy_v3.voip_record_local
+      batch.size: 100000
+      batch.interval: 30s
+      connection.user: e54c9568586180eede1506eecf3574e9
+      connection.password: 86cf0e2ffba3f541a6c6761313e5cc7e
+      connection.connect_timeout: 30
+      connection.query_timeout: 300
+
+application:
+  env: 
+    name: {{ job_name }}
+    shade.identifier: aes
+    pipeline:
+      object-reuse: true
+    properties:
+      hos.bucket.name.rtp_file: traffic_rtp_file_bucket
+      hos.bucket.name.http_file: traffic_http_file_bucket
+      hos.bucket.name.eml_file: traffic_eml_file_bucket
+      hos.bucket.name.policy_capture_file: traffic_policy_capture_file_bucket
+  {{ topology }}
--- a/tsg_olap/upgrade/TSG-24.11/groot_stream/templates/agg_app_protocol_traffic.yaml.j2
+++ b/tsg_olap/upgrade/TSG-24.11/groot_stream/templates/agg_app_protocol_traffic.yaml.j2
@@ -0,0 +1,150 @@
+sources:
+  kafka_source:
+    type: kafka
+    properties:
+      topic: NETWORK-TRAFFIC-METRIC
+      kafka.bootstrap.servers: {{ kafka_source_servers }}
+      kafka.session.timeout.ms: 60000
+      kafka.max.poll.records: 10000
+      kafka.max.partition.fetch.bytes: 31457280
+      kafka.security.protocol: SASL_PLAINTEXT
+      kafka.sasl.mechanism: PLAIN
+      kafka.sasl.jaas.config: 454f65ea6eef1256e3067104f82730e737b68959560966b811e7ff364116b03124917eb2b0f3596f14733aa29ebad9352644ce1a5c85991c6f01ba8a5e8f177a80bea937958aaa485c2acc2b475603495a23eb59f055e037c0b186acb22886bd0275ca91f1633441d9943e7962942252
+      kafka.group.id: {{ kafka_source_group_id }} # app-protocol-merge-230510-1
+      kafka.auto.offset.reset: latest
+      format: json
+
+filters:
+  name_filter:
+    type: aviator
+    properties:
+      expression: name == 'traffic_application_protocol_stat'
+
+processing_pipelines:
+  pre_processor:
+    type: projection
+    functions:
+      - function: UNIX_TIMESTAMP_CONVERTER
+        lookup_fields: [ timestamp_ms ]
+        output_fields: [ timestamp_ms ]
+        parameters:
+          interval: 1000
+          precision: milliseconds
+      - function: EVAL
+        output_fields: [name]
+        parameters:
+          value_expression: "'application_protocol_stat'"
+
+  explode_app_and_protocol_processor:
+    type: table
+    functions:
+      - function: PATH_UNROLL
+        lookup_fields: [ decoded_path, app]
+        output_fields: [ protocol_stack_id, app_name ]
+        parameters:
+          separator: "."
+
+  window_agg_processor:
+    type: aggregate
+    group_by_fields: [timestamp_ms, name, vsys_id, device_id, device_group, data_center, app_name, protocol_stack_id]
+    window_type: tumbling_processing_time
+    window_size: 1
+    window_slide: 1
+    mini_batch: false # false, true
+    functions:
+      - function: NUMBER_SUM
+        lookup_fields: [ sessions ]
+        output_fields: [ sessions ]
+      - function: NUMBER_SUM
+        lookup_fields: [ c2s_pkts ]
+        output_fields: [ c2s_pkts ]
+      - function: NUMBER_SUM
+        lookup_fields: [ s2c_pkts ]
+        output_fields: [ s2c_pkts ]
+      - function: NUMBER_SUM
+        lookup_fields: [ c2s_bytes ]
+        output_fields: [ c2s_bytes ]
+      - function: NUMBER_SUM
+        lookup_fields: [ s2c_bytes ]
+        output_fields: [ s2c_bytes ]
+      - function: NUMBER_SUM
+        lookup_fields: [ c2s_fragments ]
+        output_fields: [ c2s_fragments ]
+      - function: NUMBER_SUM
+        lookup_fields: [ s2c_fragments ]
+        output_fields: [ s2c_fragments ]
+      - function: NUMBER_SUM
+        lookup_fields: [ c2s_tcp_lost_bytes ]
+        output_fields: [ c2s_tcp_lost_bytes ]
+      - function: NUMBER_SUM
+        lookup_fields: [ s2c_tcp_lost_bytes ]
+        output_fields: [ s2c_tcp_lost_bytes ]
+      - function: NUMBER_SUM
+        lookup_fields: [ c2s_tcp_ooorder_pkts ]
+        output_fields: [ c2s_tcp_ooorder_pkts ]
+      - function: NUMBER_SUM
+        lookup_fields: [ s2c_tcp_ooorder_pkts ]
+        output_fields: [ s2c_tcp_ooorder_pkts ]
+      - function: NUMBER_SUM
+        lookup_fields: [ c2s_tcp_retransmitted_pkts ]
+        output_fields: [ c2s_tcp_retransmitted_pkts ]
+      - function: NUMBER_SUM
+        lookup_fields: [ s2c_tcp_retransmitted_pkts ]
+        output_fields: [ s2c_tcp_retransmitted_pkts ]
+      - function: NUMBER_SUM
+        lookup_fields: [ c2s_tcp_retransmitted_bytes ]
+        output_fields: [ c2s_tcp_retransmitted_bytes ]
+      - function: NUMBER_SUM
+        lookup_fields: [ s2c_tcp_retransmitted_bytes ]
+        output_fields: [ s2c_tcp_retransmitted_bytes ]
+      - function: NUMBER_SUM
+        lookup_fields: [ in_bytes ]
+        output_fields: [ in_bytes ]
+      - function: NUMBER_SUM
+        lookup_fields: [ out_bytes ]
+        output_fields: [ out_bytes ]
+      - function: NUMBER_SUM
+        lookup_fields: [ in_pkts ]
+        output_fields: [ in_pkts ]
+      - function: NUMBER_SUM
+        lookup_fields: [ out_pkts ]
+        output_fields: [ out_pkts ]
+
+sinks:
+  kafka_sink:
+    type: kafka
+    properties:
+      topic: APPLICATION-PROTOCOL-METRIC
+      kafka.bootstrap.servers: {{ kafka_sink_servers }}
+      kafka.retries: 0
+      kafka.linger.ms: 100
+      kafka.request.timeout.ms: 30000
+      kafka.batch.size: 262144
+      kafka.buffer.memory: 134217728
+      kafka.max.request.size: 10485760
+      kafka.compression.type: snappy
+      kafka.security.protocol: SASL_PLAINTEXT
+      kafka.sasl.mechanism: PLAIN
+      kafka.sasl.jaas.config: 454f65ea6eef1256e3067104f82730e737b68959560966b811e7ff364116b03124917eb2b0f3596f14733aa29ebad9352644ce1a5c85991c6f01ba8a5e8f177a80bea937958aaa485c2acc2b475603495a23eb59f055e037c0b186acb22886bd0275ca91f1633441d9943e7962942252
+      format: json
+      log.failures.only: true
+
+application:
+  env:
+    name: {{ job_name }} # agg_app_protocol_traffic_kafka_to_kafka
+    shade.identifier: aes
+    pipeline:
+      object-reuse: true
+  topology:
+    - name: kafka_source
+      downstream: [name_filter]
+    - name: name_filter
+      downstream: [pre_processor]
+    - name: pre_processor
+      downstream: [explode_app_and_protocol_processor]
+    - name: explode_app_and_protocol_processor
+      downstream: [window_agg_processor]
+    - name: window_agg_processor
+      downstream: [kafka_sink]
+    - name: kafka_sink
+      downstream: []
--- a/tsg_olap/upgrade/TSG-24.11/groot_stream/templates/datapath_telemetry_record.yaml.j2
+++ b/tsg_olap/upgrade/TSG-24.11/groot_stream/templates/datapath_telemetry_record.yaml.j2
@@ -0,0 +1,75 @@
+sources:
+  kafka_source:
+    type: kafka
+    properties:
+      topic: DATAPATH-TELEMETRY-RECORD
+      kafka.bootstrap.servers: {{ kafka_source_servers }}
+      kafka.client.id: DATAPATH-TELEMETRY-RECORD
+      kafka.session.timeout.ms: 60000
+      kafka.max.poll.records: 3000
+      kafka.max.partition.fetch.bytes: 31457280
+      kafka.security.protocol: SASL_PLAINTEXT
+      kafka.sasl.mechanism: PLAIN
+      kafka.sasl.jaas.config: 454f65ea6eef1256e3067104f82730e737b68959560966b811e7ff364116b03124917eb2b0f3596f14733aa29ebad9352644ce1a5c85991c6f01ba8a5e8f177a80bea937958aaa485c2acc2b475603495a23eb59f055e037c0b186acb22886bd0275ca91f1633441d9943e7962942252
+      kafka.group.id: {{ kafka_source_group_id }}
+      kafka.auto.offset.reset: latest
+      format: msgpack
+
+processing_pipelines:
+  etl_processor:
+    type: projection
+    functions:
+      - function: UNIX_TIMESTAMP_CONVERTER
+        lookup_fields: [ __timestamp ]
+        output_fields: [ recv_time ]
+        parameters:
+          precision: seconds
+      - function: BASE64_ENCODE_TO_STRING
+        lookup_fields: [packet]
+        output_fields: [packet]
+        parameters:
+          input_type: byte_array
+
+
+
+sinks:
+  kafka_sink:
+    type: kafka
+    properties:
+      topic: DATAPATH-TELEMETRY-RECORD
+      kafka.bootstrap.servers: {{ kafka_sink_servers }}
+      kafka.client.id: DATAPATH-TELEMETRY-RECORD
+      kafka.retries: 0
+      kafka.linger.ms: 10
+      kafka.request.timeout.ms: 30000
+      kafka.batch.size: 262144
+      kafka.buffer.memory: 134217728
+      kafka.max.request.size: 10485760
+      kafka.compression.type: snappy
+      kafka.security.protocol: SASL_PLAINTEXT
+      kafka.sasl.mechanism: PLAIN
+      kafka.sasl.jaas.config: 454f65ea6eef1256e3067104f82730e737b68959560966b811e7ff364116b03124917eb2b0f3596f14733aa29ebad9352644ce1a5c85991c6f01ba8a5e8f177a80bea937958aaa485c2acc2b475603495a23eb59f055e037c0b186acb22886bd0275ca91f1633441d9943e7962942252
+      format: raw
+      json.ignore.parse.errors: false
+      log.failures.only: true
+
+  clickhouse_sink:
+    type: clickhouse
+    properties:
+      host: {{ clickhouse_sink_host }}
+      table: tsg_galaxy_v3.datapath_telemetry_record_local
+      batch.size: 5000
+      batch.interval: 30s
+      connection.user: e54c9568586180eede1506eecf3574e9
+      connection.password: 86cf0e2ffba3f541a6c6761313e5cc7e
+      connection.connect_timeout: 30
+      connection.query_timeout: 300
+
+application:
+  env:
+    name: {{ job_name }}
+    shade.identifier: aes
+    pipeline:
+      object-reuse: true
+  {{ topology }}
+
--- a/tsg_olap/upgrade/TSG-24.11/groot_stream/templates/proxy_event.yaml.j2
+++ b/tsg_olap/upgrade/TSG-24.11/groot_stream/templates/proxy_event.yaml.j2
@@ -0,0 +1,154 @@
+sources:
+  kafka_source:
+    type: kafka
+    properties:
+      topic: PROXY-EVENT
+      kafka.bootstrap.servers: {{ kafka_source_servers }}
+      kafka.client.id: PROXY-EVENT
+      kafka.session.timeout.ms: 60000
+      kafka.max.poll.records: 3000
+      kafka.max.partition.fetch.bytes: 31457280
+      kafka.security.protocol: SASL_PLAINTEXT
+      kafka.sasl.mechanism: PLAIN
+      kafka.sasl.jaas.config: 454f65ea6eef1256e3067104f82730e737b68959560966b811e7ff364116b03124917eb2b0f3596f14733aa29ebad9352644ce1a5c85991c6f01ba8a5e8f177a80bea937958aaa485c2acc2b475603495a23eb59f055e037c0b186acb22886bd0275ca91f1633441d9943e7962942252
+      kafka.group.id: {{ kafka_source_group_id }}
+      kafka.auto.offset.reset: latest
+      format: json
+      json.ignore.parse.errors: false
+
+processing_pipelines:
+  etl_processor:
+    type: com.geedgenetworks.core.processor.projection.ProjectionProcessorImpl
+    functions:
+	
+    - function: UNIX_TIMESTAMP_CONVERTER
+      lookup_fields: [__timestamp]
+      output_fields: [recv_time]
+      parameters:
+        precision: seconds
+
+    - function: EVAL
+      output_fields: [ingestion_time]
+      parameters:
+        value_expression: recv_time
+
+    - function: BASE64_DECODE_TO_STRING
+      output_fields: [mail_subject]
+      parameters:
+        value_field: mail_subject
+        charset_field: mail_subject_charset
+
+    - function: BASE64_DECODE_TO_STRING
+      output_fields: [mail_attachment_name]
+      parameters:
+        value_field: mail_attachment_name
+        charset_field: mail_attachment_name_charset
+
+    - function: PATH_COMBINE
+      lookup_fields: [rtp_pcap_path]
+      output_fields: [rtp_pcap_path]
+      parameters:
+        path: [props.hos.path, props.hos.bucket.name.rtp_file, rtp_pcap_path]
+
+    - function: PATH_COMBINE
+      lookup_fields: [http_request_body]
+      output_fields: [http_request_body]
+      parameters:
+        path: [props.hos.path, props.hos.bucket.name.http_file, http_request_body]
+
+    - function: PATH_COMBINE
+      lookup_fields: [http_response_body]
+      output_fields: [http_response_body]
+      parameters:
+        path: [props.hos.path, props.hos.bucket.name.http_file, http_response_body]
+
+    - function: PATH_COMBINE
+      lookup_fields: [mail_eml_file]
+      output_fields: [mail_eml_file]
+      parameters:
+        path: [props.hos.path, props.hos.bucket.name.eml_file, mail_eml_file]
+
+    - function: PATH_COMBINE
+      lookup_fields: [packet_capture_file]
+      output_fields: [packet_capture_file]
+      parameters:
+        path: [props.hos.path, props.hos.bucket.name.policy_capture_file, packet_capture_file]
+
+    - function: CURRENT_UNIX_TIMESTAMP
+      output_fields: [ processing_time ]
+      parameters:
+        precision: seconds
+
+    - function: HMAC
+      lookup_fields: [ subscriber_id ]
+      output_fields: [ subscriber_id_hmac ]
+      parameters:
+        secret_key: Galaxy2019#
+        algorithm: sha256
+        output_format: base64
+    - function: HMAC
+      lookup_fields: [ phone_number ]
+      output_fields: [ phone_number_hmac ]
+      parameters:
+        secret_key: Galaxy2019#
+        algorithm: sha256
+        output_format: base64
+    - function: ENCRYPT
+      lookup_fields: [ subscriber_id ]
+      output_fields: [ subscriber_id ]
+      parameters:
+        identifier: aes-128-gcm
+    - function: ENCRYPT
+      lookup_fields: [ phone_number ]
+      output_fields: [ phone_number ]
+      parameters:
+        identifier: aes-128-gcm
+
+sinks:
+  kafka_sink:
+    type: kafka
+    properties:
+      topic: PROXY-EVENT
+      kafka.bootstrap.servers: {{ kafka_sink_servers }}
+      kafka.client.id: PROXY-EVENT
+      kafka.retries: 0
+      kafka.linger.ms: 10
+      kafka.request.timeout.ms: 30000
+      kafka.batch.size: 262144
+      kafka.buffer.memory: 134217728
+      kafka.max.request.size: 10485760
+      kafka.compression.type: snappy
+      kafka.security.protocol: SASL_PLAINTEXT
+      kafka.sasl.mechanism: PLAIN
+      kafka.sasl.jaas.config: 454f65ea6eef1256e3067104f82730e737b68959560966b811e7ff364116b03124917eb2b0f3596f14733aa29ebad9352644ce1a5c85991c6f01ba8a5e8f177a80bea937958aaa485c2acc2b475603495a23eb59f055e037c0b186acb22886bd0275ca91f1633441d9943e7962942252
+      format: json
+      json.ignore.parse.errors: false
+      log.failures.only: true
+
+  clickhouse_sink:
+    type: clickhouse
+    properties:
+      host: {{ clickhouse_sink_host }}
+      table: tsg_galaxy_v3.proxy_event_local
+      batch.size: 100000
+      batch.interval: 30s
+      connection.user: e54c9568586180eede1506eecf3574e9
+      connection.password: 86cf0e2ffba3f541a6c6761313e5cc7e
+      connection.connect_timeout: 30
+      connection.query_timeout: 300
+
+application:
+  env: 
+    name: {{ job_name }}
+    shade.identifier: aes
+    kms.type: vault
+    pipeline:
+      object-reuse: true
+    properties:
+      hos.bucket.name.rtp_file: traffic_rtp_file_bucket
+      hos.bucket.name.http_file: traffic_http_file_bucket
+      hos.bucket.name.eml_file: traffic_eml_file_bucket
+      hos.bucket.name.policy_capture_file: traffic_policy_capture_file_bucket
+      projection.encrypt.schema.registry.uri: 192.168.44.12:9999/v1/database/table/proxy_event/schema?option=encrypt_fields
+  {{ topology }}
+
--- a/tsg_olap/upgrade/TSG-24.11/groot_stream/templates/session_record.yaml.j2
+++ b/tsg_olap/upgrade/TSG-24.11/groot_stream/templates/session_record.yaml.j2
@@ -0,0 +1,153 @@
+sources:
+  kafka_source:
+    type: kafka
+    properties:
+      topic: SESSION-RECORD
+      kafka.bootstrap.servers: {{ kafka_source_servers }}
+      kafka.client.id: SESSION-RECORD
+      kafka.session.timeout.ms: 60000
+      kafka.max.poll.records: 3000
+      kafka.max.partition.fetch.bytes: 31457280
+      kafka.security.protocol: SASL_PLAINTEXT
+      kafka.sasl.mechanism: PLAIN
+      kafka.sasl.jaas.config: 454f65ea6eef1256e3067104f82730e737b68959560966b811e7ff364116b03124917eb2b0f3596f14733aa29ebad9352644ce1a5c85991c6f01ba8a5e8f177a80bea937958aaa485c2acc2b475603495a23eb59f055e037c0b186acb22886bd0275ca91f1633441d9943e7962942252
+      kafka.group.id: {{ kafka_source_group_id }}
+      kafka.auto.offset.reset: latest
+      format: json
+      json.ignore.parse.errors: false
+
+processing_pipelines:
+  etl_processor:
+    type: com.geedgenetworks.core.processor.projection.ProjectionProcessorImpl
+    functions:
+
+    - function: UNIX_TIMESTAMP_CONVERTER
+      lookup_fields: [__timestamp]
+      output_fields: [recv_time]
+      parameters:
+        precision: seconds
+
+    - function: EVAL
+      output_fields: [ingestion_time]
+      parameters:
+        value_expression: recv_time
+
+    - function: BASE64_DECODE_TO_STRING
+      output_fields: [mail_subject]
+      parameters:
+        value_field: mail_subject
+        charset_field: mail_subject_charset
+
+    - function: BASE64_DECODE_TO_STRING
+      output_fields: [mail_attachment_name]
+      parameters:
+        value_field: mail_attachment_name
+        charset_field: mail_attachment_name_charset
+
+    - function: PATH_COMBINE
+      lookup_fields: [rtp_pcap_path]
+      output_fields: [rtp_pcap_path]
+      parameters:
+        path: [props.hos.path, props.hos.bucket.name.rtp_file, rtp_pcap_path]
+
+    - function: PATH_COMBINE
+      lookup_fields: [http_request_body]
+      output_fields: [http_request_body]
+      parameters:
+        path: [props.hos.path, props.hos.bucket.name.http_file, http_request_body]
+
+    - function: PATH_COMBINE
+      lookup_fields: [http_response_body]
+      output_fields: [http_response_body]
+      parameters:
+        path: [props.hos.path, props.hos.bucket.name.http_file, http_response_body]
+
+    - function: PATH_COMBINE
+      lookup_fields: [mail_eml_file]
+      output_fields: [mail_eml_file]
+      parameters:
+        path: [props.hos.path, props.hos.bucket.name.eml_file, mail_eml_file]
+
+    - function: PATH_COMBINE
+      lookup_fields: [packet_capture_file]
+      output_fields: [packet_capture_file]
+      parameters:
+        path: [props.hos.path, props.hos.bucket.name.policy_capture_file, packet_capture_file]
+
+    - function: CURRENT_UNIX_TIMESTAMP
+      output_fields: [ processing_time ]
+      parameters:
+        precision: seconds
+
+    - function: HMAC
+      lookup_fields: [ subscriber_id ]
+      output_fields: [ subscriber_id_hmac ]
+      parameters:
+        secret_key: Galaxy2019#
+        algorithm: sha256
+        output_format: base64
+    - function: HMAC
+      lookup_fields: [ phone_number ]
+      output_fields: [ phone_number_hmac ]
+      parameters:
+        secret_key: Galaxy2019#
+        algorithm: sha256
+        output_format: base64
+    - function: ENCRYPT
+      lookup_fields: [ subscriber_id ]
+      output_fields: [ subscriber_id ]
+      parameters:
+        identifier: aes-128-gcm
+    - function: ENCRYPT
+      lookup_fields: [ phone_number ]
+      output_fields: [ phone_number ]
+      parameters:
+        identifier: aes-128-gcm
+
+sinks:
+  kafka_sink:
+    type: kafka
+    properties:
+      topic: SESSION-RECORD
+      kafka.bootstrap.servers: {{ kafka_sink_servers }}
+      kafka.client.id: SESSION-RECORD
+      kafka.retries: 0
+      kafka.linger.ms: 10
+      kafka.request.timeout.ms: 30000
+      kafka.batch.size: 262144
+      kafka.buffer.memory: 134217728
+      kafka.max.request.size: 10485760
+      kafka.compression.type: snappy
+      kafka.security.protocol: SASL_PLAINTEXT
+      kafka.sasl.mechanism: PLAIN
+      kafka.sasl.jaas.config: 454f65ea6eef1256e3067104f82730e737b68959560966b811e7ff364116b03124917eb2b0f3596f14733aa29ebad9352644ce1a5c85991c6f01ba8a5e8f177a80bea937958aaa485c2acc2b475603495a23eb59f055e037c0b186acb22886bd0275ca91f1633441d9943e7962942252
+      format: json
+      json.ignore.parse.errors: false
+      log.failures.only: true
+
+  clickhouse_sink:
+    type: clickhouse
+    properties:
+      host: {{ clickhouse_sink_host }}
+      table: tsg_galaxy_v3.session_record_local
+      batch.size: 100000
+      batch.interval: 30s
+      connection.user: e54c9568586180eede1506eecf3574e9
+      connection.password: 86cf0e2ffba3f541a6c6761313e5cc7e
+      connection.connect_timeout: 30
+      connection.query_timeout: 300
+
+application:
+  env:
+    name: {{ job_name }}
+    shade.identifier: aes
+    kms.type: vault
+    pipeline:
+      object-reuse: true
+    properties:
+      hos.bucket.name.rtp_file: traffic_rtp_file_bucket
+      hos.bucket.name.http_file: traffic_http_file_bucket
+      hos.bucket.name.eml_file: traffic_eml_file_bucket
+      hos.bucket.name.policy_capture_file: traffic_policy_capture_file_bucket
+      projection.encrypt.schema.registry.uri: 192.168.44.12:9999/v1/database/table/session_record/schema?option=encrypt_fields
+  {{ topology }}
--- a/tsg_olap/upgrade/TSG-24.11/groot_stream/templates/traffic_sketch_metric.yaml.j2
+++ b/tsg_olap/upgrade/TSG-24.11/groot_stream/templates/traffic_sketch_metric.yaml.j2
@@ -0,0 +1,86 @@
+sources:
+  kafka_source:
+    type: kafka
+    properties:
+      topic: TRAFFIC-SKETCH-METRIC
+      kafka.bootstrap.servers: {{ kafka_source_servers }}
+      kafka.session.timeout.ms: 60000
+      kafka.max.poll.records: 3000
+      kafka.max.partition.fetch.bytes: 31457280
+      kafka.security.protocol: SASL_PLAINTEXT
+      kafka.sasl.mechanism: PLAIN
+      kafka.sasl.jaas.config: 454f65ea6eef1256e3067104f82730e737b68959560966b811e7ff364116b03124917eb2b0f3596f14733aa29ebad9352644ce1a5c85991c6f01ba8a5e8f177a7ff0b2d3889a424249967b3870b50993d9644f239f0de82cdb13bdb502959e16afadffa49ef1e1d2b9c9b5113e619817
+      kafka.group.id: etl_traffic_sketch_metric
+      kafka.auto.offset.reset: latest
+      kafka.compression.type: none
+      format: json
+
+processing_pipelines:
+  etl_processor: # [object] Processing Pipeline
+    type: projection
+    remove_fields:
+    output_fields:
+    functions: # [array of object] Function List
+      - function: UNIX_TIMESTAMP_CONVERTER
+        lookup_fields: [ timestamp_ms ]
+        output_fields: [ recv_time ]
+        parameters:
+          precision: seconds
+          interval: 60
+      - function: EVAL
+        output_fields: [ internal_ip ]
+        parameters:
+          value_expression:  "(direction == 'Outbound')? client_ip : server_ip"
+      - function: EVAL
+        output_fields: [ external_ip ]
+        parameters:
+          value_expression:  "(direction == 'Outbound')? server_ip : client_ip"
+      - function: SNOWFLAKE_ID
+        lookup_fields: [ '' ]
+        output_fields: [ log_id ]
+        filter:
+        parameters:
+          data_center_id_num: 1
+
+
+sinks:
+  kafka_sink:
+    type: kafka
+    properties:
+      topic: TRAFFIC-SKETCH-METRIC
+      kafka.bootstrap.servers: {{ kafka_sink_servers }}
+      kafka.retries: 0
+      kafka.linger.ms: 10
+      kafka.request.timeout.ms: 30000
+      kafka.batch.size: 262144
+      kafka.buffer.memory: 134217728
+      kafka.max.request.size: 10485760
+      kafka.compression.type: snappy
+      kafka.security.protocol: SASL_PLAINTEXT
+      kafka.sasl.mechanism: PLAIN
+      kafka.sasl.jaas.config: 454f65ea6eef1256e3067104f82730e737b68959560966b811e7ff364116b03124917eb2b0f3596f14733aa29ebad9352644ce1a5c85991c6f01ba8a5e8f177a80bea937958aaa485c2acc2b475603495a23eb59f055e037c0b186acb22886bd0275ca91f1633441d9943e7962942252
+      format: json
+      json.ignore.parse.errors: false
+      log.failures.only: true
+
+  clickhouse_sink:
+    type: clickhouse
+    properties:
+      host: {{ clickhouse_servers }}
+      table: tsg_galaxy_v3.traffic_sketch_metric_local
+      batch.size: 100000
+      batch.interval: 30s
+      connection.user: e54c9568586180eede1506eecf3574e9
+      connection.password: 86cf0e2ffba3f541a6c6761313e5cc7e
+
+
+application:
+
+  env: # [object] Environment Variables
+    name: etl_traffic_sketch_metric # [string] Job Name
+    shade.identifier: aes
+    pipeline:
+      object-reuse: true # [boolean] Object Reuse, default is false
+  {{ topology }}
+
+
--- a/tsg_olap/upgrade/TSG-24.11/groot_stream/templates/transaction_record.yaml.j2
+++ b/tsg_olap/upgrade/TSG-24.11/groot_stream/templates/transaction_record.yaml.j2
@@ -0,0 +1,126 @@
+sources:
+  kafka_source:
+    type: kafka
+    properties:
+      topic: TRANSACTION-RECORD
+      kafka.bootstrap.servers: {{ kafka_source_servers }}
+      kafka.client.id: TRANSACTION-RECORD
+      kafka.session.timeout.ms: 60000
+      kafka.max.poll.records: 3000
+      kafka.max.partition.fetch.bytes: 31457280
+      kafka.security.protocol: SASL_PLAINTEXT
+      kafka.sasl.mechanism: PLAIN
+      kafka.sasl.jaas.config: 454f65ea6eef1256e3067104f82730e737b68959560966b811e7ff364116b03124917eb2b0f3596f14733aa29ebad9352644ce1a5c85991c6f01ba8a5e8f177a80bea937958aaa485c2acc2b475603495a23eb59f055e037c0b186acb22886bd0275ca91f1633441d9943e7962942252
+      kafka.group.id: {{ kafka_source_group_id }}
+      kafka.auto.offset.reset: latest
+      format: json
+      json.ignore.parse.errors: false
+
+processing_pipelines:
+  etl_processor:
+    type: projection
+    functions:
+
+    - function: UNIX_TIMESTAMP_CONVERTER
+      lookup_fields: [__timestamp]
+      output_fields: [recv_time]
+      parameters:
+        precision: seconds
+
+    - function: EVAL
+      output_fields: [ingestion_time]
+      parameters:
+        value_expression: recv_time
+
+    - function: BASE64_DECODE_TO_STRING
+      output_fields: [mail_subject]
+      parameters:
+        value_field: mail_subject
+        charset_field: mail_subject_charset
+
+    - function: BASE64_DECODE_TO_STRING
+      output_fields: [mail_attachment_name]
+      parameters:
+        value_field: mail_attachment_name
+        charset_field: mail_attachment_name_charset
+
+    - function: PATH_COMBINE
+      lookup_fields: [rtp_pcap_path]
+      output_fields: [rtp_pcap_path]
+      parameters:
+        path: [props.hos.path, props.hos.bucket.name.rtp_file, rtp_pcap_path]
+
+    - function: PATH_COMBINE
+      lookup_fields: [http_request_body]
+      output_fields: [http_request_body]
+      parameters:
+        path: [props.hos.path, props.hos.bucket.name.http_file, http_request_body]
+
+    - function: PATH_COMBINE
+      lookup_fields: [http_response_body]
+      output_fields: [http_response_body]
+      parameters:
+        path: [props.hos.path, props.hos.bucket.name.http_file, http_response_body]
+
+    - function: PATH_COMBINE
+      lookup_fields: [mail_eml_file]
+      output_fields: [mail_eml_file]
+      parameters:
+        path: [props.hos.path, props.hos.bucket.name.eml_file, mail_eml_file]
+
+    - function: PATH_COMBINE
+      lookup_fields: [packet_capture_file]
+      output_fields: [packet_capture_file]
+      parameters:
+        path: [props.hos.path, props.hos.bucket.name.policy_capture_file, packet_capture_file]
+
+    - function: CURRENT_UNIX_TIMESTAMP
+      output_fields: [ processing_time ]
+      parameters:
+        precision: seconds
+
+sinks:
+  kafka_sink:
+    type: kafka
+    properties:
+      topic: TRANSACTION-RECORD
+      kafka.bootstrap.servers: {{ kafka_sink_servers }}
+      kafka.client.id: TRANSACTION-RECORD
+      kafka.retries: 0
+      kafka.linger.ms: 10
+      kafka.request.timeout.ms: 30000
+      kafka.batch.size: 262144
+      kafka.buffer.memory: 134217728
+      kafka.max.request.size: 10485760
+      kafka.compression.type: snappy
+      kafka.security.protocol: SASL_PLAINTEXT
+      kafka.sasl.mechanism: PLAIN
+      kafka.sasl.jaas.config: 454f65ea6eef1256e3067104f82730e737b68959560966b811e7ff364116b03124917eb2b0f3596f14733aa29ebad9352644ce1a5c85991c6f01ba8a5e8f177a80bea937958aaa485c2acc2b475603495a23eb59f055e037c0b186acb22886bd0275ca91f1633441d9943e7962942252
+      format: json
+      json.ignore.parse.errors: false
+      log.failures.only: true
+
+  clickhouse_sink:
+    type: clickhouse
+    properties:
+      host: {{ clickhouse_sink_host }}
+      table: tsg_galaxy_v3.transaction_record_local
+      batch.size: 100000
+      batch.interval: 30s
+      connection.user: e54c9568586180eede1506eecf3574e9
+      connection.password: 86cf0e2ffba3f541a6c6761313e5cc7e
+      connection.connect_timeout: 30
+      connection.query_timeout: 300
+
+application:
+  env: 
+    name: {{ job_name }}
+    shade.identifier: aes
+    pipeline:
+      object-reuse: true
+    properties:
+      hos.bucket.name.rtp_file: traffic_rtp_file_bucket
+      hos.bucket.name.http_file: traffic_http_file_bucket
+      hos.bucket.name.eml_file: traffic_eml_file_bucket
+      hos.bucket.name.policy_capture_file: traffic_policy_capture_file_bucket
+  {{ topology }}
--- a/tsg_olap/upgrade/TSG-24.11/groot_stream/templates/voip_record.yaml.j2
+++ b/tsg_olap/upgrade/TSG-24.11/groot_stream/templates/voip_record.yaml.j2
@@ -0,0 +1,126 @@
+sources:
+  kafka_source:
+    type: kafka
+    properties:
+      topic: VOIP-CONVERSATION-RECORD
+      kafka.bootstrap.servers: {{ kafka_source_servers }}
+      kafka.client.id: VOIP-CONVERSATION-RECORD
+      kafka.session.timeout.ms: 60000
+      kafka.max.poll.records: 3000
+      kafka.max.partition.fetch.bytes: 31457280
+      kafka.security.protocol: SASL_PLAINTEXT
+      kafka.sasl.mechanism: PLAIN
+      kafka.sasl.jaas.config: 454f65ea6eef1256e3067104f82730e737b68959560966b811e7ff364116b03124917eb2b0f3596f14733aa29ebad9352644ce1a5c85991c6f01ba8a5e8f177a80bea937958aaa485c2acc2b475603495a23eb59f055e037c0b186acb22886bd0275ca91f1633441d9943e7962942252
+      kafka.group.id: {{ kafka_source_group_id }}
+      kafka.auto.offset.reset: latest
+      format: json
+      json.ignore.parse.errors: false
+
+processing_pipelines:
+  etl_processor:
+    type: projection
+    functions:
+
+    - function: UNIX_TIMESTAMP_CONVERTER
+      lookup_fields: [__timestamp]
+      output_fields: [recv_time]
+      parameters:
+        precision: seconds
+
+    - function: EVAL
+      output_fields: [ingestion_time]
+      parameters:
+        value_expression: recv_time
+
+    - function: BASE64_DECODE_TO_STRING
+      output_fields: [mail_subject]
+      parameters:
+        value_field: mail_subject
+        charset_field: mail_subject_charset
+
+    - function: BASE64_DECODE_TO_STRING
+      output_fields: [mail_attachment_name]
+      parameters:
+        value_field: mail_attachment_name
+        charset_field: mail_attachment_name_charset
+
+    - function: PATH_COMBINE
+      lookup_fields: [rtp_pcap_path]
+      output_fields: [rtp_pcap_path]
+      parameters:
+        path: [props.hos.path, props.hos.bucket.name.rtp_file, rtp_pcap_path]
+
+    - function: PATH_COMBINE
+      lookup_fields: [http_request_body]
+      output_fields: [http_request_body]
+      parameters:
+        path: [props.hos.path, props.hos.bucket.name.http_file, http_request_body]
+
+    - function: PATH_COMBINE
+      lookup_fields: [http_response_body]
+      output_fields: [http_response_body]
+      parameters:
+        path: [props.hos.path, props.hos.bucket.name.http_file, http_response_body]
+
+    - function: PATH_COMBINE
+      lookup_fields: [mail_eml_file]
+      output_fields: [mail_eml_file]
+      parameters:
+        path: [props.hos.path, props.hos.bucket.name.eml_file, mail_eml_file]
+
+    - function: PATH_COMBINE
+      lookup_fields: [packet_capture_file]
+      output_fields: [packet_capture_file]
+      parameters:
+        path: [props.hos.path, props.hos.bucket.name.policy_capture_file, packet_capture_file]
+
+    - function: CURRENT_UNIX_TIMESTAMP
+      output_fields: [ processing_time ]
+      parameters:
+        precision: seconds
+
+sinks:
+  kafka_sink:
+    type: kafka
+    properties:
+      topic: VOIP-CONVERSATION-RECORD
+      kafka.bootstrap.servers: {{ kafka_sink_servers }}
+      kafka.client.id: VOIP-CONVERSATION-RECORD
+      kafka.retries: 0
+      kafka.linger.ms: 10
+      kafka.request.timeout.ms: 30000
+      kafka.batch.size: 262144
+      kafka.buffer.memory: 134217728
+      kafka.max.request.size: 10485760
+      kafka.compression.type: snappy
+      kafka.security.protocol: SASL_PLAINTEXT
+      kafka.sasl.mechanism: PLAIN
+      kafka.sasl.jaas.config: 454f65ea6eef1256e3067104f82730e737b68959560966b811e7ff364116b03124917eb2b0f3596f14733aa29ebad9352644ce1a5c85991c6f01ba8a5e8f177a80bea937958aaa485c2acc2b475603495a23eb59f055e037c0b186acb22886bd0275ca91f1633441d9943e7962942252
+      format: json
+      json.ignore.parse.errors: false
+      log.failures.only: true
+
+  clickhouse_sink:
+    type: clickhouse
+    properties:
+      host: {{ clickhouse_sink_host }}
+      table: tsg_galaxy_v3.voip_record_local
+      batch.size: 100000
+      batch.interval: 30s
+      connection.user: e54c9568586180eede1506eecf3574e9
+      connection.password: 86cf0e2ffba3f541a6c6761313e5cc7e
+      connection.connect_timeout: 30
+      connection.query_timeout: 300
+
+application:
+  env: 
+    name: {{ job_name }}
+    shade.identifier: aes
+    pipeline:
+      object-reuse: true
+    properties:
+      hos.bucket.name.rtp_file: traffic_rtp_file_bucket
+      hos.bucket.name.http_file: traffic_http_file_bucket
+      hos.bucket.name.eml_file: traffic_eml_file_bucket
+      hos.bucket.name.policy_capture_file: traffic_policy_capture_file_bucket
+  {{ topology }}
--- a/tsg_olap/upgrade/TSG-24.11/groot_stream/udf.plugins
+++ b/tsg_olap/upgrade/TSG-24.11/groot_stream/udf.plugins
@@ -0,0 +1,39 @@
+com.geedgenetworks.core.udf.AsnLookup
+com.geedgenetworks.core.udf.CurrentUnixTimestamp
+com.geedgenetworks.core.udf.DecodeBase64
+com.geedgenetworks.core.udf.Domain
+com.geedgenetworks.core.udf.Drop
+com.geedgenetworks.core.udf.EncodeBase64
+com.geedgenetworks.core.udf.Encrypt
+com.geedgenetworks.core.udf.Eval
+com.geedgenetworks.core.udf.Flatten
+com.geedgenetworks.core.udf.FromUnixTimestamp
+com.geedgenetworks.core.udf.GenerateStringArray
+com.geedgenetworks.core.udf.GeoIpLookup
+com.geedgenetworks.core.udf.Hmac
+com.geedgenetworks.core.udf.JsonExtract
+com.geedgenetworks.core.udf.PathCombine
+com.geedgenetworks.core.udf.Rename
+com.geedgenetworks.core.udf.SnowflakeId
+com.geedgenetworks.core.udf.StringJoiner
+com.geedgenetworks.core.udf.UnixTimestampConverter
+com.geedgenetworks.core.udf.udaf.NumberSum
+com.geedgenetworks.core.udf.udaf.CollectList
+com.geedgenetworks.core.udf.udaf.CollectSet
+com.geedgenetworks.core.udf.udaf.LongCount
+com.geedgenetworks.core.udf.udaf.Mean
+com.geedgenetworks.core.udf.udaf.LastValue
+com.geedgenetworks.core.udf.udaf.FirstValue
+com.geedgenetworks.core.udf.udaf.hlld.Hlld
+com.geedgenetworks.core.udf.udaf.hlld.HlldApproxCountDistinct
+com.geedgenetworks.core.udf.udaf.HdrHistogram.HdrHistogram
+com.geedgenetworks.core.udf.udaf.HdrHistogram.HdrHistogramQuantile
+com.geedgenetworks.core.udf.udaf.HdrHistogram.HdrHistogramQuantiles
+com.geedgenetworks.core.udf.udtf.JsonUnroll
+com.geedgenetworks.core.udf.udtf.Unroll
+com.geedgenetworks.core.udf.udtf.PathUnroll
+com.geedgenetworks.core.udf.uuid.UUID
+com.geedgenetworks.core.udf.uuid.UUIDv5
+com.geedgenetworks.core.udf.uuid.UUIDv7
+com.geedgenetworks.core.udf.udaf.Max
+com.geedgenetworks.core.udf.udaf.Min