[docs][mock-connector] add HLLD and HDRHistogram mock data type description.

3 files changed, 353 insertions, 189 deletions

diff --git a/config/template/grootstream_job_template.yaml b/config/template/grootstream_job_template.yaml
index 9f64abe..7cf50c8 100644
--- a/config/template/grootstream_job_template.yaml
+++ b/config/template/grootstream_job_template.yaml
@@ -151,7 +151,7 @@ preprocessing_pipelines: # [object] Define Processors for preprocessing pipeline
 # It will be accomplished the common processing for the event by the user-defined functions.
 #
 processing_pipelines: # [object] Define Processors for processing pipelines.
-  processor: # [object] Define projection processor name, must be unique.
+  projection_processor: # [object] Define projection processor name, must be unique.
     type: projection  # [string] Processor Type
     remove_fields:
     output_fields:
@@ -276,7 +276,7 @@ processing_pipelines: # [object] Define Processors for processing pipelines.
         lookup_fields: [ client_asn,server_asn ]
         output_fields: [ asn_list ]
 
-  metrics_processor: # [object] metrics processing Pipeline
+  projection_metrics_processor: # [object] metrics processing Pipeline
     type: projection
     output_fields:
     properties:
@@ -323,6 +323,38 @@ processing_pipelines: # [object] Define Processors for processing pipelines.
         parameters:
           data_center_id_num: 1
 
+  aggregate_processor: # [object] Define aggregate processor name, must be unique.
+    type: aggregate
+    group_by_fields: [ recv_time, sled_ip ] # [array of string] Group By Fields
+    window_type: tumbling_processing_time # [string] Window Type, tumbling_processing_time, tumbling_event_time, sliding_processing_time, sliding_event_time
+    window_size: 60
+    functions:
+      - function: NUMBER_SUM
+        lookup_fields: [ received_bytes, sent_bytes ]
+        output_fields: [ received_bytes_sum ]
+
+      - function: LONG_COUNT
+        lookup_fields: [ received_bytes ]
+        output_fields: [ sessions ]
+
+      - function: MEAN
+        lookup_fields: [ received_bytes ]
+        output_fields: [ received_bytes_mean ]
+        parameters:
+          precision: 2
+
+      - function: FIRST_VALUE
+        lookup_fields: [ received_bytes ]
+        output_fields: [ received_bytes_first ]
+
+      - function: LAST_VALUE
+        lookup_fields: [ received_bytes ]
+        output_fields: [ received_bytes_last ]
+
+      - function: COLLECT_LIST
+        lookup_fields: [ received_bytes ]
+        output_fields: [ received_bytes_set ]
+
 postprocessing_pipelines: # [object] Define Processors for postprocessing pipelines.
   postprocessor: # [object] Define projection processor name, must be unique.
     type: projection
diff --git a/config/template/mock_schema/object_statistics_mock_desc.json b/config/template/mock_schema/object_statistics_mock_desc.json
index 8542767..fbe5eb5 100644
--- a/config/template/mock_schema/object_statistics_mock_desc.json
+++ b/config/template/mock_schema/object_statistics_mock_desc.json
@@ -1,77 +1,113 @@
 [
-  {"name": "name", "type": "String", "options":["object_statistics"]},
-  {"name": "timestamp_ms", "type": "Timestamp", "unit":"millis"},
-  {"name": "tags", "type": "Object", "fields": [
-    {"name": "object_id", "type":"Number","min":1,"max":100},
-    {"name": "item_id", "type":"Number","min":1,"max":100000},
-    {"name": "object_type", "type":"String","options":["ip","asn","port","url","fqdn","account","subscriberid","keywords","application","fqdn_category"]},
-    {
-      "name": "device_id",
-      "type": "String",
-      "options": [
-        "9800165603191151",
-        "9800165603247024",
-        "9800165802621377",
-        "9800165603191148"
-      ]
-    },
-    {
-      "name": "device_group",
-      "type": "String",
-      "options": [
-        "OLAP-MOCK-DG-1",
-        "OLAP-MOCK-DG-2",
-        "OLAP-MOCK-DG-3",
-        "OLAP-MOCK-DG-4"
-      ]
-    },{
-      "name": "data_center",
-      "type": "String",
-      "options": [
-        "OLAP-MOCK-DC-1",
-        "OLAP-MOCK-DC-2",
-        "OLAP-MOCK-DC-3",
-        "OLAP-MOCK-DC-4"
-      ]
-    },{
-      "name": "vsys_id",
-      "type": "Number",
-      "options": [
-        2048
-      ]
-    }
-  ] },
-  {"name": "fields", "type": "Object", "fields": [
-    {
-      "name": "out_bytes",
-      "type": "Number",
-      "min": 1,
-      "max": 15000
-    },
-    {
-      "name": "in_bytes",
-      "type": "Number",
-      "min": 1,
-      "max": 60000
-    },{
-      "name": "bytes",
-      "type": "Eval",
-      "expression": "in_bytes+out_bytes"
-    },{
-      "name": "new_in_sessions",
-      "type": "Number",
-      "min": 1,
-      "max": 10
-    },{
-      "name": "new_out_sessions",
-      "type": "Number",
-      "min": 1,
-      "max": 100
-    },{
-      "name": "sessions",
-      "type": "Eval",
-      "expression": "new_in_sessions+new_out_sessions"
-    }
-  ] }
-
+  {
+    "name": "name",
+    "type": "String",
+    "options": [
+      "object_statistics"
+    ]
+  },
+  {
+    "name": "timestamp_ms",
+    "type": "Timestamp",
+    "unit": "millis"
+  },
+  {
+    "name": "object_id",
+    "type": "Number",
+    "min": 1,
+    "max": 100
+  },
+  {
+    "name": "item_id",
+    "type": "Number",
+    "min": 1,
+    "max": 100000
+  },
+  {
+    "name": "object_type",
+    "type": "String",
+    "options": [
+      "ip",
+      "asn",
+      "port",
+      "url",
+      "fqdn",
+      "account",
+      "subscriberid",
+      "keywords",
+      "application",
+      "fqdn_category"
+    ]
+  },
+  {
+    "name": "device_id",
+    "type": "String",
+    "options": [
+      "9800165603191151",
+      "9800165603247024",
+      "9800165802621377",
+      "9800165603191148"
+    ]
+  },
+  {
+    "name": "device_group",
+    "type": "String",
+    "options": [
+      "OLAP-MOCK-DG-1",
+      "OLAP-MOCK-DG-2",
+      "OLAP-MOCK-DG-3",
+      "OLAP-MOCK-DG-4"
+    ]
+  },
+  {
+    "name": "data_center",
+    "type": "String",
+    "options": [
+      "OLAP-MOCK-DC-1",
+      "OLAP-MOCK-DC-2",
+      "OLAP-MOCK-DC-3",
+      "OLAP-MOCK-DC-4"
+    ]
+  },
+  {
+    "name": "vsys_id",
+    "type": "Number",
+    "options": [
+      2048
+    ]
+  },
+  {
+    "name": "out_bytes",
+    "type": "Number",
+    "min": 1,
+    "max": 15000
+  },
+  {
+    "name": "in_bytes",
+    "type": "Number",
+    "min": 1,
+    "max": 60000
+  },
+  {
+    "name": "bytes",
+    "type": "Eval",
+    "expression": "in_bytes+out_bytes"
+  },
+  {
+    "name": "new_in_sessions",
+    "type": "Number",
+    "min": 1,
+    "max": 10
+  },
+  {
+    "name": "new_out_sessions",
+    "type": "Number",
+    "min": 1,
+    "max": 100
+  },
+  {
+    "name": "sessions",
+    "type": "Eval",
+    "expression": "new_in_sessions+new_out_sessions"
+  }
 ]
\ No newline at end of file
diff --git a/config/template/mock_schema/statistics_rule_mock_desc.json b/config/template/mock_schema/statistics_rule_mock_desc.json
index c3207ec..91f54e9 100644
--- a/config/template/mock_schema/statistics_rule_mock_desc.json
+++ b/config/template/mock_schema/statistics_rule_mock_desc.json
@@ -1,122 +1,218 @@
 [
-  {"name": "name", "type": "String", "options":["statistics_rule"]},
-  {"name": "timestamp_ms", "type": "Timestamp", "unit":"millis"},
-  {"name": "tags", "type": "Object", "fields": [
-    { "name": "unionFields", "type": "Union", "random": false, "unionFields": [
-      { "weight": 2, "fields": [
-        {"name": "rule_id", "type":"Number", "random": false, "options": [
-          1
-        ]},
-        {"name": "chart_id", "type":"Number", "random": false,"options": [
-          1
-        ]},
-        {"name": "template_id", "type":"Number", "random": false, "options": [
-          1
-        ]}
-      ]
+  {
+    "name": "name",
+    "type": "String",
+    "options": [
+      "statistics_rule"
+    ]
+  },
+  {
+    "name": "timestamp_ms",
+    "type": "Timestamp",
+    "unit": "millis"
+  },
+  {
+    "name": "unionFields",
+    "type": "Union",
+    "random": false,
+    "unionFields": [
+      {
+        "weight": 2,
+        "fields": [
+          {
+            "name": "rule_id",
+            "type": "Number",
+            "random": false,
+            "options": [
+              1
+            ]
+          },
+          {
+            "name": "chart_id",
+            "type": "Number",
+            "random": false,
+            "options": [
+              1
+            ]
+          },
+          {
+            "name": "template_id",
+            "type": "Number",
+            "random": false,
+            "options": [
+              1
+            ]
+          }
+        ]
       },
-      { "weight": 2, "fields": [
-        {"name": "rule_id", "type":"Number", "random": false,"options": [
-          4
-        ]},
-        {"name": "chart_id", "type":"Number", "random": false,"options": [
-          4
-        ]},
-        {"name": "template_id", "type":"Number", "random": false,"options": [
-          4
-        ]},
-        { "name": "server_ip",
-          "type": "IPv4",
-          "start": "1.0.0.0",
-          "end": "162.105.10.255"}
-      ]
+      {
+        "weight": 2,
+        "fields": [
+          {
+            "name": "rule_id",
+            "type": "Number",
+            "random": false,
+            "options": [
+              4
+            ]
+          },
+          {
+            "name": "chart_id",
+            "type": "Number",
+            "random": false,
+            "options": [
+              4
+            ]
+          },
+          {
+            "name": "template_id",
+            "type": "Number",
+            "random": false,
+            "options": [
+              4
+            ]
+          },
+          {
+            "name": "server_ip",
+            "type": "IPv4",
+            "start": "1.0.0.0",
+            "end": "162.105.10.255"
+          }
+        ]
       },
-      { "weight": 2, "fields": [
-        {"name": "rule_id", "type":"Number", "random": false,"options": [
-          7
-        ]},
-        {"name": "chart_id", "type":"Number", "random": false,"options": [
-          7
-        ]},
-        {"name": "template_id", "type":"Number", "random": false,"options": [
-          7
-        ]},
-        {
-          "name": "application",
-          "type": "String",
-          "options": [
-            "ntp",
-            "stun",
-            "unknown",
-            "teredo",
-            "qq_web_qq",
-            "kugou",
-            "quic"
-          ]
-        }
-      ]
+      {
+        "weight": 2,
+        "fields": [
+          {
+            "name": "rule_id",
+            "type": "Number",
+            "random": false,
+            "options": [
+              7
+            ]
+          },
+          {
+            "name": "chart_id",
+            "type": "Number",
+            "random": false,
+            "options": [
+              7
+            ]
+          },
+          {
+            "name": "template_id",
+            "type": "Number",
+            "random": false,
+            "options": [
+              7
+            ]
+          },
+          {
+            "name": "application",
+            "type": "String",
+            "options": [
+              "ntp",
+              "stun",
+              "unknown",
+              "teredo",
+              "qq_web_qq",
+              "kugou",
+              "quic"
+            ]
+          }
+        ]
       }
     ]
-    },
-    { "name": "version", "type": "Number", "options": [1] },
-    {
-      "name": "device_group",
-      "type": "String",
-      "options": [
-        "OLAP-MOCK-DG-1",
-        "OLAP-MOCK-DG-2",
-        "OLAP-MOCK-DG-3",
-        "OLAP-MOCK-DG-4"
-      ]
-    },{
-      "name": "data_center",
-      "type": "String",
-      "options": [
-        "OLAP-MOCK-DC-1",
-        "OLAP-MOCK-DC-2",
-        "OLAP-MOCK-DC-3",
-        "OLAP-MOCK-DC-4"
-      ]
-    },{
-      "name": "vsys_id",
-      "type": "Number",
-      "options": [
-        2048
-      ]
-    }
-  ] },
-  {"name": "fields", "type": "Object", "fields": [
-    { "name": "unionFields", "type": "Union", "random": false, "unionFields": [
-      { "weight": 2, "fields": [
-        { "name": "client_ip_sketch", "type": "String", "options": [
-          "AQwAAAAAAAAAAAAAAEAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAQAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAABAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAEAAAAAAAAAAAAAAAAIAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAgAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAwAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAEAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAEAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAABAGAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAIAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAQAAAAAAAAEAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAABAAAAAAAAAAAAAAAAAAAAAAMAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAQAAAAAAAAADAAAAAAAAAAAAAAAAAAAAAAAAAAAAUAAACAAAAAAAAAAAAAAAACAAAAAAAAQAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAwAAAAIAAAAAAAAAAAAAAAAAAAACAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAEAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAQAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAIAEAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAgAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAABAABAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAABAAAAAAIAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAEAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAABAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAACAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAACAAAAAAAAAAAAAAAAAAAAwAAAIAAAAAAAAAAAAAAAEAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAEAAAAAAAAAAAAAAAAAAAAAAAAAAAAIAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAABAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAwAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAIAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAADAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAABAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAgAAAAAAAAAAAACAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAgAAAAAAAAAAAAAAAAAQAAAAAAAAAAAAAAAQAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAYAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAgAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAQAAAAAAAAAAABAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAIAAAAAAAAAAAAAAAAADAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAEAAAAAAAAAAAAAAAAAAABAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAMAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAEAAAAAAAAAAAAAAAAAAA=="
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-        ] }
-      ]
+  },
+  {
+    "name": "version",
+    "type": "Number",
+    "options": [
+      1
+    ]
+  },
+  {
+    "name": "device_group",
+    "type": "String",
+    "options": [
+      "OLAP-MOCK-DG-1",
+      "OLAP-MOCK-DG-2",
+      "OLAP-MOCK-DG-3",
+      "OLAP-MOCK-DG-4"
+    ]
+  },
+  {
+    "name": "data_center",
+    "type": "String",
+    "options": [
+      "OLAP-MOCK-DC-1",
+      "OLAP-MOCK-DC-2",
+      "OLAP-MOCK-DC-3",
+      "OLAP-MOCK-DC-4"
+    ]
+  },
+  {
+    "name": "vsys_id",
+    "type": "Number",
+    "options": [
+      2048
+    ]
+  },
+  {
+    "name": "unionFields",
+    "type": "Union",
+    "random": false,
+    "unionFields": [
+      {
+        "weight": 2,
+        "fields": [
+          {
+            "name": "client_ip_sketch",
+            "type": "String",
+            "options": [
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