CN109871380A - A kind of crowd's packet application method and system based on Redis - Google Patents
A kind of crowd's packet application method and system based on Redis Download PDFInfo
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- CN109871380A CN109871380A CN201910031226.0A CN201910031226A CN109871380A CN 109871380 A CN109871380 A CN 109871380A CN 201910031226 A CN201910031226 A CN 201910031226A CN 109871380 A CN109871380 A CN 109871380A
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Abstract
The invention discloses a kind of crowd's packet application method and system based on Redis, the present invention wraps the stage in composition crowd, pass through the calculating of keyword, it can be by one group or a collection of keyword proceeds to the mapping that crowd wraps ID, pass through the storage of Redis and the optimization of hash data structure, a large amount of device id storage can save a large amount of memory, while provide the function of high concurrent and extending transversely, automatic disaster tolerance.
Description
Technical field
The present invention relates to mobile internet technical field, specifically a kind of crowd's packet application method based on Redis and it is
System.
Background technique
DMP (Data Management Platform) data management platform, is that the multiparty data of dispersion is integrated
It is included in unified technology platform, and these data are standardized and are segmented, user these subdivision results can be pushed to
Platform in existing interactive marketing environment.
The effect of DMP is, quick search, feedback and can quickly present as a result, visitor is helped to enter in market cycle, facilitate
Cooperation between enterprise customer and affiliate, deep forecast analysis and work, bring the competition of various aspects excellent, reduce information and obtain
It takes and human cost.
Crowd's packet is as DMP mono- based on precisely orientation, carries out analytical calculation based on keyword or relevancy algorithm
The set of the device id of a group of people's group identification obtained afterwards.
To realize quick search and feedback, crowd's packet needs to store by structural data, Most current storage
Mode is relational data, such as Mysql, Sqlserver, Oracle etc..The benefit of relational data storage is storage organization letter
Single, support mass data is saved in disk, and it is simple to update deletion maintenance, the disadvantage is that inquiry velocity is often not enough to support largely
Concurrently.
Summary of the invention
The purpose of the present invention is to provide a kind of crowd's packet application method and system based on Redis, to solve above-mentioned back
The problem of being proposed in scape technology.
To achieve the above object, the invention provides the following technical scheme:
A kind of crowd's packet application method based on Redis, comprising the following steps:
Step 01: user data storage system is accumulated by a large amount of data logging, is handled data logging, is carried out
Lookalike is calculated, and crowd's packet computing platform pulls above-mentioned log and calculates crowd's packet；
Step 02: after the completion of crowd's packet computing platform calculates, crowd being notified to assure reason service platform, crowd's packet management service is flat
Platform carries out preliminary test and file verification to data；
Step 03: crowd assures reason service platform and corresponding importing, update and deletion demand is synchronized to crowd's packet management service
Crowd's packet import modul, crowd's packet update module and crowd's packet removing module in platform；
Step 04: crowd's packet import modul, crowd's packet update module and crowd's packet removing module are to crowd's APMB package data
Pretreatment；
Step 05: crowd is wrapped into storage into Redis cluster, using hash structure, and configures the compression parameters of hash, it is specific to wrap
Include following steps:
Step 51: want advertisement side platform DSP or advertisement transaction platform ADX read ad-request parameter or station number,
First 6 or 10 are taken to be used as key according to rule, it is remaining to be used as field；
Step 52: the crowd that corresponding device number is read from the hash in Redis cluster wraps the list of ID；
Step 53: ID list being wrapped according to obtained crowd, relevant business is wrapped to crowd on this basis and is handled.
A kind of crowd's packet application system based on Redis, comprising: user data storage system, crowd's packet computing platform, people
Group assures reason service platform, Redis cluster, and the user data storage system is connect with crowd's packet computing platform, for accumulating
For data logging, and lookalike calculating is carried out, generates crowd's APMB package and crowd wraps ID；Crowd's packet computing platform
It assures reason service platform with crowd to connect, the crowd assures reason service platform and connect with Redis cluster, and crowd assures road service
Platform includes: crowd's packet import modul, crowd's packet update module and crowd's packet removing module.
As a further solution of the present invention: the data logging includes at least station number, keyword.
As a further solution of the present invention: in step 01, data logging processing method are as follows: by station number and accordingly
It maps between keyword, then a large amount of keywords is tied on this station number, and generate crowd's APMB package and corresponding
Crowd wraps ID.
As a further solution of the present invention: pretreated method described in step 04 are as follows: first 6 or 10 are taken according to rule
Position is used as key, remaining to be used as field, is worth and wraps ID for crowd, and multiple crowd ID are separated using comma.
As a further solution of the present invention: crowd's packet application system based on Redis further includes that crowd wraps user, institute
It states crowd's packet to connect using platform with Redis cluster, crowd's packet is want advertisement side's platform DSP or advertisement counterparty using platform
Platform ADX.
Compared with prior art, the beneficial effects of the present invention are:
A kind of crowd's packet application method and system based on Redis, the present invention wrap the stage in composition crowd, pass through the meter of keyword
Calculation, can be by one group or a collection of keyword proceeds to the mapping that crowd wraps ID, excellent with hash data structure by storing for Redis
To change, a large amount of device id storage can save a large amount of memory, while provide the function of high concurrent and extending transversely, automatic disaster tolerance,
It has the advantage that
(1), in terms of advertiser, can be more flexible use crowd's packet function, including multiple keywords, the group of multiple crowds' packets
Close, exclude, include, orientation etc., provided for advertiser it is more flexible, more accurately advertisement orient, saving advertising cost；
(2), it in terms of crowd's packet service performance, is stored due to the memory database Redis used, and after the optimization based on hash,
While saving a large amount of memory, High Availabitity, the solution of high concurrent are provided；
(3), the storage for having used memory database Redis makes full use of the performance and scalability of Redis, provides cleverer
The solution of the synchronous and lateral dilatation of data living；
(4), the High Availabitity of Redis and dilatation scheme can be more convenient to carry out the disaster tolerance of O&M and service fault, the liter of server
Grade.
Detailed description of the invention
Fig. 1 is a kind of method flow diagram of crowd's packet application method based on Redis of the present invention.
Fig. 2 is the method flow that hash compression parameters are configured in a kind of crowd's packet application method based on Redis of the present invention
Figure.
Fig. 3 is a kind of structural principle block diagram of crowd's packet application system based on Redis of the present invention.
Specific embodiment
Following will be combined with the drawings in the embodiments of the present invention, and technical solution in the embodiment of the present invention carries out clear, complete
Site preparation description, it is clear that described embodiments are only a part of the embodiments of the present invention, instead of all the embodiments.It is based on
Embodiment in the present invention, it is obtained by those of ordinary skill in the art without making creative efforts every other
Embodiment shall fall within the protection scope of the present invention.
Please refer to Fig. 1,2, in the embodiment of the present invention, a kind of crowd's packet application method based on Redis, including following step
It is rapid:
Step 01: user data storage system 100 is accumulated by a large amount of data logging, includes station number, keyword etc.
Information maps between station number and corresponding keyword, and lookalike is calculated, and a large amount of keywords are then tied to this use
On the device number of family, and crowd's APMB package and corresponding crowd packet ID are generated, crowd's packet computing platform 200 pulls above-mentioned log and calculates
Crowd's packet；
Step 02: after the completion of crowd's packet computing platform 200 calculates, crowd being notified to assure reason service platform 300, crowd assures reason
Service platform 300 carries out preliminary test and file verification to data；
Step 03: crowd assure reason service platform 300 by it is corresponding import, update and delete demand be synchronized to crowd assure reason clothes
Crowd's packet import modul 301, crowd's packet update module 302 and the crowd's packet removing module 303 being engaged in platform 300；
Step 04: crowd's packet import modul 301, crowd's packet update module 302 and crowd's packet removing module 303 wrap crowd
File data pretreatment, preprocess method are as follows: according to rule take first 6 or 10 as key, it is remaining to be used as field, be worth and be
Crowd wraps ID, and multiple crowd ID are separated using comma；
Step 05: crowd being wrapped into storage into Redis cluster 400, using hash structure, and the compression parameters of hash is configured, has
Body the following steps are included:
Step 51: want advertisement side platform DSP or advertisement transaction platform ADX read ad-request parameter or user equipment
Number, take first 6 or 10 to be used as key according to rule, it is remaining to be used as field；
Step 52: the crowd that corresponding device number is read from the hash in Redis cluster 400 wraps the list of ID；
Step 53: ID list being wrapped according to obtained crowd, relevant business is wrapped to crowd on this basis and is handled, such as: packet
Contain, exclude, different device numbers will be carried out the form of certain impartial (hash fragment) ratio by orientation etc., the method as far as possible
The problem of storing into a hash structure, preventing hash from the excessive rear memory of data volume being answered to explode.
Such as Fig. 2, a kind of crowd's packet application system based on Redis, comprising: user data storage system 100, crowd wrap meter
Calculate platform 200, crowd assures reason service platform 300, Redis cluster 400 and crowd packet user 500, the user data are deposited
Storage system 100 is connect with crowd's packet computing platform 200, is used for data logging for accumulating, and carry out lookalike calculating, raw
ID is wrapped at crowd's APMB package and crowd；Crowd's packet computing platform 200 is assured reason service platform 300 with crowd and is connect, described
Crowd assures reason service platform 300 and connect with Redis cluster 400, and it includes: that crowd wraps importing that crowd, which assures road service platform 300,
Module 301, crowd's packet update module 302 and crowd's packet removing module 303, crowd's packet use platform 500 and Redis cluster
400 connections, crowd's packet are want advertisement side's platform DSP or advertisement counterparty's platform ADX using platform 500.
It is obvious to a person skilled in the art that invention is not limited to the details of the above exemplary embodiments, Er Qie
In the case where without departing substantially from spirit or essential attributes of the invention, the present invention can be realized in other specific forms.Therefore, no matter
From the point of view of which point, the present embodiments are to be considered as illustrative and not restrictive, and the scope of the present invention is by appended power
Benefit requires rather than above description limits, it is intended that all by what is fallen within the meaning and scope of the equivalent elements of the claims
Variation is included within the present invention.Any reference signs in the claims should not be construed as limiting the involved claims.
In addition, it should be understood that although this specification is described in terms of embodiments, but not each embodiment is only wrapped
Containing an independent technical solution, this description of the specification is merely for the sake of clarity, and those skilled in the art should
It considers the specification as a whole, the technical solutions in the various embodiments may also be suitably combined, forms those skilled in the art
The other embodiments being understood that.
Claims (6)
1. a kind of crowd's packet application method based on Redis, it is characterised in that: the following steps are included:
Step 01: user data storage system (100) is accumulated by a large amount of data logging, is handled data logging, into
Row lookalike is calculated, and crowd's packet computing platform (200) pulls above-mentioned log and calculates crowd's packet；
Step 02: after the completion of crowd's packet computing platform (200) calculates, crowd being notified to assure reason service platform (300), crowd's packet
Management service platform (300) carries out preliminary test and file verification to data；
Step 03: crowd assures reason service platform (300) and is synchronized to crowd and assures reason corresponding importing, update and deletion demand
Crowd's packet import modul (301), crowd's packet update module (302) and crowd's packet removing module in service platform (300)
(303)；
Step 04: crowd's packet import modul (301), crowd's packet update module (302) and crowd's packet removing module (303) are right
Crowd's APMB package data prediction；
Step 05: crowd is wrapped into storage in Redis cluster (400), using hash structure, and configures the compression parameters of hash,
Specifically includes the following steps:
Step 51: want advertisement side platform DSP or advertisement transaction platform ADX read ad-request parameter or station number,
First 6 or 10 are taken to be used as key according to rule, it is remaining to be used as field；
Step 52: the crowd that corresponding device number is read from the hash in Redis cluster (400) wraps the list of ID；
Step 53: ID list being wrapped according to obtained crowd, relevant business is wrapped to crowd on this basis and is handled.
2. a kind of crowd's packet application method based on Redis according to claim 1, it is characterised in that: the data day
Will includes at least station number and keyword.
3. a kind of crowd's packet application method based on Redis according to claim 2, it is characterised in that: in step 01, number
According to log processing method are as follows: will be mapped between station number and corresponding keyword, a large amount of keywords are then tied to this use
On the device number of family, and generate crowd's APMB package and corresponding crowd packet ID.
4. a kind of crowd's packet application method based on Redis according to claim 1, it is characterised in that: institute in step 04
State pretreated method are as follows: take first 6 or 10 to be used as key according to rule, it is remaining to be used as field, it is worth and wraps ID for crowd, it is more
A crowd ID is separated using comma.
5. a kind of crowd's packet application system based on Redis, it is characterised in that: include: user data storage system (100), people
Group's packet computing platform (200), crowd assure reason service platform (300), Redis cluster (400), the user data storage system
(100) it is connect with crowd's packet computing platform (200), is used for data logging for accumulating, and carry out lookalike calculating, generates
Crowd's APMB package and crowd wrap ID；Crowd's packet computing platform (200) is assured reason service platform (300) with crowd and is connect, institute
The crowd of stating assures reason service platform (300) and connect with Redis cluster (400), and it includes: people that crowd, which assures road service platform (300),
Group's packet import modul (301), crowd's packet update module (302) and crowd's packet removing module (303).
6. a kind of crowd's packet application system based on Redis according to claim 5, it is characterised in that: further include crowd
It wraps user (500), crowd's packet is connect using platform (500) with Redis cluster (400), and crowd's packet uses platform (500)
For want advertisement side platform DSP or advertisement counterparty's platform ADX.
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Cited By (3)
| Publication number | Priority date | Publication date | Assignee | Title |
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| CN111292137A (en) * | 2020-03-10 | 2020-06-16 | 联通沃音乐文化有限公司 | Method for accurately delivering internet advertisements |
| CN112559857A (en) * | 2020-12-10 | 2021-03-26 | 上海明略人工智能(集团)有限公司 | Redis-based crowd pack application method and system, electronic device and storage medium |
| CN113139824A (en) * | 2020-01-20 | 2021-07-20 | 上海哔哩哔哩科技有限公司 | Crowd packet construction method and system based on negative feedback |
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| CN109871380B (en) | 2022-11-11 |
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