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why? vangav analytics is a vangav backend template covering: service oriented architecture and multi-entry-point api; this is also the analytics service used by all vangav's products

vangav analytics reader

• vangav analytics writer and vangav analytics reader services work together and are generated using vangav backend

prerequisite

• vangav backend tutorials

functionality

design philosophy

• splitting the analytics backend into writer and reader services is done because writer/reader loads can vary significantly (i.e.: writer can take the load of millions of users using analyzed services while the reader can be used by few system admins); so it's easier to handle these loads by deploying a lot more writer than reader services
• actions are defined in a flexible/generic json file (as explained later in this section) to make it easily extensible in handling analysis as backend services change/grow
• both of the writer and reader services have actions-config-reload feature to allow modifying actions without having to re-start the services

vangav analytics writer

• handles writing analytics

vangav analytics reader

• handles reading actions in various ways (e.g.: by year, by day, by category, ...)

actions structure

• actions.json in both services define how analytics are structured

• here's a simple example

  {
    "categories": [
      {
        "category_name": "page_views",
        "category_name_short": "PV"
      }
    ],
    "action_classes": [
      {
        "class_name": "backend_page_views",
        "class_prefix": "BPV",
        "class_wide_categories": [
          "PV"
        ],
        "action_ids": [
          {
            "action_id": "quick_start",
            "action_categories": []
          }
        ]
      }
    ]
  }

element	explanation
categories	defines categories (e.g.: page views, button clicks, ...)
category_name	a category name is used mainly for clarity
category_name_short	is the one used when querying for categories
action_classes	defines classes (e.g.: website, ios app, android app, ...)
class_name	a class name is used mainly for clarity
class_prefix	is the one used when querying for classes
class_wide_categories	categories applied for an action class's action-ids
action_ids	defines a single action (e.g.: home-page, download-button, camera-flip, ...)
action_id	unique action identifier within its class
action_categories	in addition to the class-wide-categories, here one can add extra categories specific to this action

overview

• this service is based on vangav backend's vangav analytics template
• this service has the 90+% of the vangav backend's generated code + the 10-% of the logic code needed to complete the service

try this service

1. for first timers - follow the steps in the system requirements tutorial
2. for first timers - follow the steps in the workspace initialization tutorial
3. download vos_vangav_analytics_writer.zip and vos_vangav_analytics_reader.zip projects (from the green clone or download button) inside the workspace directory created previously (my_services) and unzip them
4. rename unzipped directories, remove the -master from their names
5. in the terminal cd to vos_vangav_analytics_writer/cassandra/cql/
6. execute ./_start_cassandra.sh to start cassandra
7. cd to vos_vangav_analytics_writer/cassandra/cql/drop_and_create/
8. execute the command ./_execute_cql.sh v_analytics_dev.cql to initialize the services' database tables
9. cd to vos_vangav_analytics_writer and execute ./_run.sh to start the analytics writer service on port 9000
10. cd to vos_vangav_analytics_reader and execute ./_run.sh 7000 to start the analytics reader service on port 7000
11. from your prefered client (we recommned postman) start trying the service; refer to the features and service references sections for reference

• at the end to stop the services: press control + d in the terminal session where each service was started in (9 and 10)
• to stop cassandra: execute ps auwx | grep cassandra to get cassandra's (pid) then kill -9 (pid) to stop cassandra

eclipse

• follow the following steps to import the downloaded backend service in eclipse

1. cd to the service's directory and execute the ./_eclipsify.sh script
2. file > import > general > existing projects into workspace > next > set "select root directory" to my_services > under projects make sure that vos_calculate_sum is selected > finish
3. double check the java version used for compiling the project: right click the project > properties > java compiler > enable project specific settings > compiler compliance level > 1.7 or 1.8

covered topics

• generate multiple services (writer + reader) to work together in a service oriented architecture
• generic service design (handles any type of analytics)

features

vangav analytics writer

controller	feature
record action	handles incrementing analytics counters for the specified action
reload properties	handles reloading properties files as well as actions.json

vangav analytics reader

controller(s)	feature
get total action counters, get annual action counters, get monthly action counters, get daily action counters, get category actions and get current date	handle getting analytics data by category, action and/or time
reload properties	handles reloading properties files as well as actions.json

service references

vangav analytics writer

reference	explanation
routes	api routes
setup data	contains actions.json used to define the analytics structure
controllers.json	api request/response's elements
v_analytics.keyspace	v_analytics is the keyspace used for storing analytics
Global.java	actions structure initialization
actions	contains the json representation of actions.json as well as its loader
controllers	api implementation
v_analytics	v_analytics cassandra's keyspace client

vangav analytics reader

reference	explanation
routes	api routes
setup data	contains actions.json used to define the analytics structure
controllers.json	api request/response's elements
v_analytics.keyspace	v_analytics is the keyspace used for storing analytics
Global.java	actions structure initialization
actions	contains the json representation of actions.json as well as its loader
controllers	api implementation
v_analytics	v_analytics cassandra's keyspace client

change log

• this section lists the 10-% code added after vangav backend generated 90+% of the code

vangav analytics writer

file/dir	change
setup data	added actions.json used to define the analytics structure
Global.java	added actions structure initialization
actions	added the json representation of actions.json as well as its loader
controllers	added the implementation of request processing logic under controller_name/HandlerControllerName.java classes and nested response json structures under controller_name/response_json packages

vangav analytics reader

file/dir	change
setup data	added actions.json used to define the analytics structure
Global.java	added actions structure initialization
actions	added the json representation of actions.json as well as its loader
controllers	added the implementation of request processing logic under controller_name/HandlerControllerName.java classes and nested response json structures under controller_name/response_json packages

error codes

• following are the error codes of whatsapp services

vangav analytics writer

class	code : sub_code	explanation
ActionsManager
	400 : 1	invalid actions' category
	400 : 2	actions-config must have at least one actions-class
	400 : 3	invalid actions class
	400 : 4	action class wide category doesn't exist
	400 : 5	an action class must have at least one action id
	400 : 6	invalid action id
	400 : 7	invalid action category prefix
RequestRecordAction
	501 : 1	invalid class prefix and/or action id

vangav analytics reader

class	code : sub_code	explanation
ActionsManager
	400 : 1	invalid actions' category
	400 : 2	actions-config must have at least one actions-class
	400 : 3	invalid actions class
	400 : 4	action class wide category doesn't exist
	400 : 5	an action class must have at least one action id
	400 : 6	invalid action id
	400 : 7	invalid action category prefix
RequestGetAnnualActionCounters
	501 : 1	invalid actions class prefix
	501 : 2	invalid action id
	501 : 3	to-year can't be smaller than from-year
	501 : 4	can't query more than 100 years per request
RequestGetDailyActionCounters
	502 : 1	invalid actions class prefix
	502 : 2	invalid action id
	502 : 3	can't query more than 365 days
RequestGetMonthlyActionCounters
	503 : 1	invalid actions class prefix
	503 : 2	invalid action id
	503 : 3	can't query more than 120 months
RequestGetTotalActionCounters
	504 : 1	actions class prefix
	504 : 2	invalid action id
RequestGetCategoryActions
	507 : 1	category-name-short doesn't exists

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