AIDP (Data Process)

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AIDP is responsible for a series of messages such as message queue consumption. After getting the message, the specific processing is handled by Lua script. The developer can customize the processing of the consumption queue, and the framework provides http server service. You can use the Lua script to customize the http API Interface, and then consumption message logic and http server between the framework provides a simple Key-Val storage structure for data sharing. The figure is the structure of the AIDP data processing framework:

AIDP invoke flow：

Why use lua script customize ?

Most of the application scenarios for the message queue are back-end with a consumer module for data processing, the final data stored in a DB, and finally through the RPC interface for the user use. Some application scenarios data process logic may be particularly simple, but most of the language is very complicated for Kafka's consumption (Kafka consumption logic) When the specific data process logic to increase the development costs, AIDP through C++ this general development model abstract package, in order to increase the custom through the embedded Lua scripting language. To complete the custom part of the logic. AIDP is a compromise between development difficulty, cost and flexibility. Can meet a large number of data processing demand

Quick Start

RPM install

RPM currently support centos7.x version, other versions will be uploaded, there are other system version of the demand can add the issue

Complie install

First, install AIDP depend package adbase, Installation method refer : https://nmred.gitbooks.io/adbase/content/en/basic/install.html

Second, complie and install aidp

git clone [email protected]:weiboad/aidp.git
cd aidp
./cmake.sh
cd build
make
make install

Example

For example, using aidp get kafka cluster topic test data write to the local disk, and statistics the number of messages, the final number of messages through the http api interface can be obtained. In the installed aidp directory modify the configuration conf/system.ini, configure kafka consumption calls lua script path, by modifying consumer section scriptName field. Set up on the lua script can be configured to handle the script as follows:

--
--
-- This sctipt process message write to the local disk and statistics the number of messages store in local storage
--
--
local obj = aidp.message.get()
local filename = os.date('%Y-%m-%d-%H') .. '.log'
local files = {};
-- get storage object
local storage = aidp.storage()
for k,v in pairs(obj) do
    if #v == 3 then
        if files[v[2]] == nil then
            files[v[2]] = io.open(v[2]..filename, 'a+');
            files[v[2]]:setvbuf('full')
        end
        files[v[2]]:write(v[3]..'\n')
	-- store number of message  in local storage
        storage:incr(v[2] .. ':message_size', 1)
    end
end
for k,v in pairs(files) do
    v:flush()
    v:close()
end

Modify the configuration file http section scriptName field set http interface call lua script path, lua script processing logic as follows:

-- get a topic number of has process message
local request = aidp.http.request();
local topic_name = request:get_query('t')
local response = aidp.http.response();
local storage = aidp.storage()
response:set_content(topic_name .. ':message_size ' .. storage:get(topic_name .. ':message_size'));

Start aidp service:

cd /usr/local/adinf/aidp/bin
./aidp -c ../conf/system.ini

Message Consumer

The message consumption module is responsible for getting the message from Kafka and invoking the Lua consumption script after getting the message. The Lua script can invoke the aidp.message.get() function to get the message

aidp.message.get

Get kafka message

Params：None

Scope：Only the message consumption script valid

Return：Data structure is follow:

-- {
-- 	{
-- 		id, 
-- 		topicName,
-- 		messageBody
-- 	},
-- 	{
-- 		id, 
-- 		topicName,
-- 		messageBody
-- 	},
-- 	{
-- 		id, 
-- 		topicName,
-- 		messageBody
-- 	}
-- }

--This sctipt process message write to the local disk
--
-- get message
local obj = aidp.message.get()

local filename = os.date('%Y-%m-%d-%H') .. '.log'
local files = {};
local storage = aidp.storage()
for k,v in pairs(obj) do
    if #v == 3 then
        if files[v[2]] == nil then
            files[v[2]] = io.open(v[2]..filename, 'a+');
            files[v[2]]:setvbuf('full')
        end
        files[v[2]]:write(v[3]..'\n')
        storage:incr(v[2] .. ':message_size', 1)
    end
end
for k,v in pairs(files) do
    v:flush()
    v:close()
end

Http Server

Provide HTTP interface Lua custom development, for the Lua side to provide Request, Response object, through the Request to obtain the request data, and through the Lua script. The final response data will be customized through the Response interface, Request and Response object methods only in the Http Server processing script is valid for the Message consumer processing script is invalid

Request

Response

Sample

local request = aidp.http.request();
local topic_name = request:get_query('t')
local response = aidp.http.response();
local storage = aidp.storage()
response:set_content(topic_name .. ':message_size ' .. storage:get(topic_name .. ':message_size'));

Simple Storage

Storage provides a simple stand-alone storage similar to Redis's key-val structure, helping to implement some data cache storage logic.

The following Lua Api is common in the Http lua script and the Message Consumer valid.