CN107577787A - The method and system of associated data information storage - Google Patents

The method and system of associated data information storage Download PDF

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CN107577787A
CN107577787A CN201710833443.2A CN201710833443A CN107577787A CN 107577787 A CN107577787 A CN 107577787A CN 201710833443 A CN201710833443 A CN 201710833443A CN 107577787 A CN107577787 A CN 107577787A
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data
tables
data message
type
record
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CN107577787B (en
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陈炳标
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Guangdong Infinite Information Technology Co Ltd
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Guangdong Infinite Information Technology Co Ltd
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Abstract

The present invention relates to the method and system of associated data information storage.Methods described includes：Multiple data messages to be associated to same user are obtained, the data type of each data message is identified, determines type list corresponding to each data type；Type list corresponding to traversal, the record for the data message to be associated for whether including corresponding types is inquired about in all types of tables；Default ID tables and type list are updated according to Query Result so that in the ID tables and type list after renewal, the multiple data message is associated with the same user；Wherein, the ID tables, type list are the key value tables pre-established.The present invention can solve the problem that the problem of efficiency of associated data information storage is low.

Description

The method and system of associated data information storage
Technical field
The present invention relates to database technical field, is situated between more particularly to the method for associated data information storage, system, storage Matter and computer equipment.
Background technology
In database, when multiple association identification information be present, such as when individual has a variety of Identity Associations, need Handle connected graph.Traditional database, it is necessary to do substantial amounts of multilist operation associated, causes to associate when connected graph is preserved The efficiency of data message storage is low.
The content of the invention
Based on this, the invention provides the method and system of associated data information storage, associated data information can solve the problem that The problem of efficiency of storage is low.
The present invention program includes：
A kind of method of associated data information storage, including：
Multiple data messages to be associated to same user are obtained, the data type of each data message is identified, determines each number According to type list corresponding to type；
Type list corresponding to traversal, the data message to be associated that whether includes corresponding types is inquired about in all types of tables Record；
Default ID tables and type list are updated according to Query Result so that described more in the ID tables and type list after renewal Individual data message is associated with the same user；
Wherein, the ID tables, type list are the key-value tables pre-established；The ID tables are globally unique, for protecting Deposit all data messages of each user and each user-association；A pair of the data type 1 that includes of the type list and ID tables Should.
A kind of system of associated data information storage, including：
Data identification module, for obtaining multiple data messages to be associated to same user, identify each data message Data type, determine type list corresponding to each data type；
Enquiry module, for traveling through corresponding type list, inquire about in all types of tables and whether to include corresponding types and wait to close The record of the data message of connection；
Data loading module, for updating default ID tables and type list according to Query Result so that the ID tables after renewal In type list, the multiple data message is associated with the same user；
Wherein, the ID tables, type list are the key-value tables pre-established；The ID tables are globally unique, for protecting Deposit all data messages of each user and each user-association；A pair of the data type 1 that includes of the type list and ID tables Should.
A kind of computer-readable recording medium, is stored thereon with computer program, and the program is realized when being executed by processor The step of methods described.
A kind of computer equipment, including memory, processor and storage can be run on a memory and on a processor Computer program, the step of methods described is realized during the computing device described program
Above-mentioned technical proposal, multiple data messages to be associated to same user are obtained, identify the data of each data message Type, determine type list corresponding to each data type；Type list corresponding to traversal, inquire about in all types of tables and whether include correspondingly The record of the data message to be associated of type；Default ID tables and type list are updated according to Query Result so that after renewal In ID tables and type list, the multiple data message is associated with the same user；Wherein, the ID tables, type list are pre- The key-value tables first established；The ID tables are globally unique, for preserving all data of each user and each user-association Information；The type list corresponds with the data type that ID tables include.
Brief description of the drawings
Fig. 1 is the indicative flowchart for the method that the associated data information of an embodiment is put in storage；
Fig. 2 is the application scenario diagram for the method that the associated data information of an embodiment is put in storage；
Fig. 3 is the application scenario diagram for the method that the associated data information of another embodiment is put in storage；
Fig. 4 is the schematic diagram for the system that the associated data information of an embodiment is put in storage.
Embodiment
In order to make the purpose , technical scheme and advantage of the present invention be clearer, it is right below in conjunction with drawings and Examples The present invention is further elaborated.It should be appreciated that the specific embodiments described herein are merely illustrative of the present invention, and It is not used in the restriction present invention.
Although the step in the present invention is arranged with label, it is not used to limit the precedence of step, unless It specify that the order of step or based on the execution of certain step needs other steps, otherwise the relative rank of step is It is adjustable.
Fig. 1 is the indicative flowchart for the method that the associated data information of an embodiment is put in storage.As shown in figure 1, the pass The method of connection data message storage includes step：
S11, multiple data messages to be associated to same user are obtained, identify the data type of each data message, it is determined that Type list corresponding to each data type；
Wherein, the multiple data message refers to needing the data message for being associated with same user.Alternatively, wait to be put in storage The data types of multiple data messages include：At least one of mailbox, telephone number, social account.
S12, type list corresponding to traversal, inquire about in all types of tables and whether include the data letter to be associated of corresponding types The record of breath；
S13, default ID tables and type list are updated according to Query Result so that in the ID tables and type list after renewal, institute State multiple data messages and be associated with the same user；
Wherein, the ID tables, type list are the key-value tables pre-established；The ID tables are globally unique (i.e. in institute Database in it is unique), for preserving all data messages of each user and each user-association；The type list and ID The data type that table includes corresponds, i.e., a type of corresponding type list of data message, for example, the number of mailbox type It is believed that the corresponding type list of breath, the data message of telephone number-type correspond to another type list.
In key-value tables, most basic unit is row (column), and a row or multiple row form a line (row), and And determine to store by unique line unit (row key).There is large number of rows in one key-value table, each row may have multiple Version, different values is stored in each cell (Cell)；Line unit is unique, in a key-value table only Occur once, be otherwise exactly to update same a line.
A line is made up of several columns, and some row therein may be constructed a Ge Lie races (column family), a row again All row of race are stored in the storage file of same bottom.Row race needs just to define when establishment table, quantity It is unsuitable excessive.Row Praenomen is made up of printable character, need not define row when establishment table.In same row race Qualifier (arranging name) title should be unique, is otherwise exactly not limited in renewal same row, the quantity of row.Train value There is no type and length to limit.
It should be noted that above-described embodiment is put in storage the database that targeted database is key-value types, example Such as HBase, Cassandra, Dynamic.
In one embodiment, in the ID tables, Rowkey is ID, and row cluster includes data message and weight. In the type list, Rowkey is data message, and row cluster includes ID and weight.
Under a specific situation, in the database of User Identity information, the ID table overall situations only exist one, preserve one All identity of individual user, table name can be icid, and type list exists multiple, and a type of identification information just has One table recording-related information, table name can be：Icid_email (email can be other identity), preserve identity Corresponding ID.Accordingly, the ID tables, type list can be respectively referring to shown in table 1, tables 2：
Table 1：
Table 2：
Further, default ID tables and type list are being updated according to Query Result so that ID tables and type after renewal In table, the multiple data message is associated with after the same user, in addition to：Obtain the renewal of the ID tables and type list Information, the fresh information is write into corresponding change history lists.Wherein, the change history lists is the key- pre-established Value tables, the change history lists correspond with the data type that ID tables include, i.e., in database, change the number of history lists Amount is consistent with the quantity of type list.
In one embodiment, in the change history lists, Rowkey is the first data message, and row cluster includes and described first The second data message and weight of data message association.Under above-mentioned specific situation, it is used to record use by changing history lists The association modification history of family identity information, a kind of identity type just have a change history lists, and table name can be：icid_ Email_his (email can be other identity), such as shown in table 3.
Table 3：
In one embodiment, if the data message includes the first data message and the second data message, and the first data Information, the second data message correspond to first kind table, Second Type table respectively；Then in above-mentioned steps S13, according to Query Result more New default ID tables and type list so that in the ID tables and type list after renewal, the multiple data message is associated with described same One user, specific implementation may include：
If including the record of the first data message in first kind table, the second data message is included in Second Type table Record, then identify first kind table in corresponding record the first ID, identify Second Type table in corresponding record second ID, whether detection first ID, second user ID are consistent, if inconsistent, by second user ID in the ID tables Corresponding column data storage is deleted and recorded corresponding to ID tables Central Plains second user ID into row corresponding to the first ID, and Second user ID in the Second Type table is changed to the first ID；
Not including if including the record of the first data message in first kind table, in Second Type table has the second data letter The record of breath, then the first ID of corresponding record in first kind table is identified, by second data information memory described in Arranged in ID tables corresponding to the first ID, and increase by second data message and the first use in the Second Type table The record of family ID incidence relations；
If not including the record for having the first data message in first kind table, the second data letter is included in Second Type table The record of breath, then the second user ID of corresponding record in Second Type table is identified, by first data information memory described in Arranged in ID tables corresponding to second user ID, and increase by first data message and the second use in the first kind table The record of family ID incidence relations；
Also not including if not including the record for having the first data message in first kind table, in Second Type table has the second number It is believed that the record of breath, then increase the record of a new ID in the ID tables, first data message and second counted It is believed that breath storage is into row corresponding to new ID, and increase in the first kind table first data message and The record of the new ID incidence relation, and increase in the Second Type table second data message and described The record of new ID incidence relation.
With reference to shown in figure 2, when the data message for the association storage that user needs includes mailbox message a a.com and cell-phone number Code information 139****0101, the mailbox message, phone number information correspond to mailbox table, mobile phone watch respectively；And the mailbox The ID that information a@a.com and phone number information 139****0101 are required to be associated with is X.So, according to the postal Case information and phone number information traversal mailbox table, mobile phone watch,
If including a@a.com record in mailbox table, 139****0101 record is included in mobile phone watch, identifies postal First ID of corresponding record in case table, the second user ID of corresponding record in mobile phone watch is identified, detect first user Whether ID, second user ID are consistent, if the first ID is X, second user ID is not X, is Y, by corresponding to Y in the ID tables In row corresponding to column data storage to X, delete and recorded corresponding to ID tables Central Plains Y, and the Y in the mobile phone watch is changed to X；
If including a@a.com record in mailbox table, there is no 139****0101 record in mobile phone watch, identify mailbox First ID of corresponding record in table, if X, then 139****0101 storages are arranged into the ID tables corresponding to X, And increase the record of 139****0101 and X incidence relations in the mobile phone watch；If the first ID (is not, for example, for X Z), then need to change ID, the Z in mailbox table is changed to X, and the Z in ID tables is changed to X, and increase in row corresponding to X Add the 139****0101 information.In addition, can also increase a line in history lists is changed, record a@a.com and 139**** 0101 related information, and the timestamp that related information is established.
If not having a@a.com record in mailbox table, 139****0101 record is included in mobile phone watch, identifies mobile phone The second user ID of corresponding record in table, if X, a@a.com storages are arranged into the ID tables corresponding to X, and described Increase the record of a@a.com and X incidence relations in mailbox table；If second user ID is not X (being, for example, Y), change is needed to use Family ID, the Y in mobile phone watch is changed to X, and the Y in ID tables is changed to X, and increase a@a.com in row corresponding to X Information.In addition, can also increase a line in history lists is changed, and record 139****0101 and a a.com related informations, Yi Jiguan Join the timestamp that information is established.
If there is no a@a.com record in mailbox table, also without 139****0101 record in mobile phone watch, then described Increase the record of a new ID (i.e. X) in ID tables, new ID pair is arrived into a the@a.com and 139****0101 storage In the row answered, and the record of increase a@a.com and X incidence relations in the mailbox table, and increase in the mobile phone watch Add 139****0101 and X incidence relations record.In addition, can also increase a line in history lists is changed, 139**** is recorded 0101 with a@a.com related informations, and related information establish timestamp.
As Fig. 2 flows can reach quickly by associated data be put in storage purpose, in test environment, 260 can be put in storage within 1 second Bar matching relationship.Further, also above-mentioned flow can be added on optimization, using batch processing mode, reduces communication cost, flow is excellent In change, in type list corresponding to traversal, the data message to be associated that whether includes corresponding types is inquired about in all types of tables After record, in addition to：Create first queue, second queue and change queue, the first data type that storage is inquired Data message and its association the batch storage of user's id information to the first queue pre-established；The second data that will be inquired The data message of type and its user's id information batch of association are stored to the second queue pre-established；By user to be changed Id information batch is stored to the change queue pre-established；Updated by the first queue, second queue and/or change queue The ID tables and type list.Specific Optimizing Flow is referred to shown in Fig. 3, including step：
Batch obtains mailbox message to be put in storage and corresponding Uuid, obtains in batches corresponding to cellphone information to be put in storage Uuid；Create first queue, second queue and change queue；Mailbox message and corresponding Uuid are cached to first queue, Uuid corresponding to cellphone information is cached to second queue；According to the flow traversal mailbox table and mobile phone watch shown in Fig. 2；It is determined that it is It is no to need ID to changeIf it is not, mailbox table, mobile phone watch and ID tables are carried out more according to the first queue, second queue Newly；If, it would be desirable to the ID information cache of change is to change queue, according to the first queue, second queue and more Change queue to be updated mailbox table, mobile phone watch and ID tables.
After optimization, in same environment, 5000 matching relationships can be put in storage within 1 second, improve nearly 20 times of efficiency.
It should be noted that for foregoing each method embodiment, in order to which simplicity describes, it is all expressed as a series of Combination of actions, but those skilled in the art should know, the present invention is not limited by described sequence of movement, because according to According to the present invention, some steps can use other orders or carry out simultaneously.
The method be put in storage by the associated data information in above-described embodiment, connection is deposited using key-value modes The method of figure, the speed of associated data information storage is improved, speed has been obtained tens times, and historical operation can be provided Inquiry.
Based on the method identical thought with the associated data information storage in above-described embodiment, the present invention also provides association The system of data message storage, the system can be used for the method for performing above-mentioned associated data information storage.For convenience of description, close In the structural representation for joining the system embodiment of data message storage, the part related to the embodiment of the present invention is illustrate only, It will be understood by those skilled in the art that the restriction of schematic structure not structure paired systems, can include more more or less than illustrating Part, either combine some parts or different parts arrangement.
Fig. 4 is the schematic diagram for the system that the associated data information of one embodiment of the invention is put in storage.As shown in figure 4, The system of the associated data information storage includes：
Data identification module 410, for obtaining multiple data messages to be associated to same user, identify each data message Data type, determine type list corresponding to each data type；The multiple data message associates same user；
Enquiry module 420, for traveling through corresponding type list, inquire about and whether include treating for corresponding types in all types of tables The record of the data message of association；
Data loading module 430, for updating default ID tables and type list according to Query Result so that the ID after renewal In table and type list, the multiple data message is associated with the same user；
Wherein, the ID tables, type list are the key-value tables pre-established；The ID tables are globally unique, for protecting Deposit all data messages of each user and each user-association；A pair of the data type 1 that includes of the type list and ID tables Should.
In one embodiment, in the type list, Rowkey is data message, and row cluster includes ID and weight； In history lists is changed, Rowkey is the first data message, and row cluster includes the second number associated with first data message It is believed that breath and weight.
In one embodiment, the system of the associated data information storage also includes：
Logging modle is changed, for obtaining the fresh information of the ID tables and type list, by fresh information write-in pair The change history lists answered；
Wherein, the change history lists is the key-value tables pre-established, what the change history lists included with ID tables Data type corresponds.In the ID tables, Rowkey is ID, and row cluster includes data message and weight；
In one embodiment, if the data message includes the first data message and the second data message, and the first data Information, the second data message correspond to first kind table, Second Type table respectively；Then data loading module 430, is used for：If first Include the record of the first data message in type list, the record of the second data message is included in Second Type table, then is identified First ID of corresponding record in first kind table, the second user ID of corresponding record in Second Type table is identified, detect institute Whether consistent state the first ID, second user ID, if inconsistent, column data corresponding to second user ID in the ID tables is deposited Store up into row corresponding to the first ID, delete and recorded corresponding to ID tables Central Plains second user ID, and by the Second Type Second user ID is changed to the first ID in table；
Not including if including the record of the first data message in first kind table, in Second Type table has the second data letter The record of breath, then the first ID of corresponding record in first kind table is identified, by second data information memory described in Arranged in ID tables corresponding to the first ID, and increase by second data message and the first use in the Second Type table The record of family ID incidence relations；
If not including the record for having the first data message in first kind table, the second data letter is included in Second Type table The record of breath, then the second user ID of corresponding record in Second Type table is identified, by first data information memory described in Arranged in ID tables corresponding to second user ID, and increase by first data message and the second use in the first kind table The record of family ID incidence relations；
Also not including if not including the record for having the first data message in first kind table, in Second Type table has the second number It is believed that the record of breath, then increase the record of a new ID in the ID tables, first data message and second counted It is believed that breath storage is into row corresponding to new ID, and increase in the first kind table first data message and The record of the new ID incidence relation, and increase in the Second Type table second data message and described The record of new ID incidence relation.
In one embodiment, data loading module 430 includes queue management unit, for will store the inquire first number Stored according to the data message of type and its user's id information batch of association to the first queue pre-established；To inquire The data message of two data types and its user's id information batch of association are stored to the second queue pre-established；Will be to be changed The batch storage of user's id information to the change queue pre-established；The data loading module 430 by the first queue, Second queue and/or change queue update the ID tables and type list.
It should be noted that in the embodiment of the system of the associated data information storage of above-mentioned example, each module/unit Between information exchange, the content such as implementation procedure, due to being based on same design with preceding method embodiment of the present invention, what it brought Technique effect is identical with preceding method embodiment of the present invention, and particular content can be found in the narration in the inventive method embodiment, this Place repeats no more.
In addition, in the embodiment of the system of the associated data information storage of above-mentioned example, the logic of each program module is drawn Divide and be merely illustrative of, can be as needed in practical application, such as configuration requirement or the reality of software for corresponding hardware Existing convenient consideration, above-mentioned function distribution is completed by different program modules, will the associated data information storage be The internal structure of system is divided into different program modules, to complete all or part of function described above.
It will appreciated by the skilled person that realizing all or part of flow in above-described embodiment method, being can To instruct the hardware of correlation to complete by computer program, described program can be stored in a computer-readable storage and be situated between In matter, as independent production marketing or use.Described program upon execution, can perform the complete of such as embodiment of above-mentioned each method Portion or part steps.In addition, the storage medium may also be disposed in a kind of computer equipment, also wrapped in the computer equipment Include processor, during program in storage medium described in the computing device, can realize above-mentioned each method embodiment it is complete Portion or part steps.Wherein, described storage medium can be magnetic disc, CD, read-only memory (Read-Only Memory, ROM) or random access memory (Random Access Memory, RAM) etc..
In the above-described embodiments, the description to each embodiment all emphasizes particularly on different fields, and does not have the portion being described in detail in some embodiment Point, it may refer to the associated description of other embodiments.It is appreciated that wherein used term " first ", " second " etc. are at this It is used to distinguish object in text, but these objects should not be limited by these terms.
Embodiment described above only expresses the several embodiments of the present invention, it is impossible to is interpreted as to the scope of the claims of the present invention Limitation.It should be pointed out that for the person of ordinary skill of the art, without departing from the inventive concept of the premise, Various modifications and improvements can be made, these belong to protection scope of the present invention.Therefore, the protection domain of patent of the present invention It should be determined by the appended claims.

Claims (10)

  1. A kind of 1. method of associated data information storage, it is characterised in that including：
    Multiple data messages to be associated to same user are obtained, the data type of each data message is identified, determines each data class Type list corresponding to type；
    Type list corresponding to traversal, the note for the data message to be associated for whether including corresponding types is inquired about in all types of tables Record；
    Default ID tables and type list are updated according to Query Result so that in the ID tables and type list after renewal, the multiple number It is believed that breath is associated with the same user；
    Wherein, the ID tables, type list are the key-value tables pre-established；The ID tables are globally unique, each for preserving User and all data messages of each user-association；The type list corresponds with the data type that ID tables include.
  2. 2. the method for associated data information storage according to claim 1, it is characterised in that
    In the ID tables, Rowkey is ID, and row cluster includes data message and weight；
    In the type list, Rowkey is data message, and row cluster includes ID and weight.
  3. 3. the method for associated data information storage according to claim 1 or 2, it is characterised in that according to Query Result more New default ID tables and type list so that in the ID tables and type list after renewal, the multiple data message is associated with described same After one user, in addition to：
    The fresh information of the ID tables and type list is obtained, the fresh information is write into corresponding change history lists；
    Wherein, the change history lists is the key-value tables pre-established, the data that the change history lists includes with ID tables Type corresponds；
    In history lists is changed, Rowkey is the first data message, and row cluster includes second associated with first data message Data message and weight.
  4. 4. the method for associated data information storage according to claim 1 or 2, it is characterised in that if the data message Including the first data message and the second data message, and the first data message, the data type of the second data message correspond to respectively First kind table, Second Type table；
    It is described that default ID tables and type list are updated according to Query Result so that described more in the ID tables and type list after renewal Individual data message is associated with the same user, including：
    If including the record of the first data message in first kind table, the note of the second data message is included in Second Type table Record；The first ID of corresponding record in first kind table is identified, identifies the second user ID of corresponding record in Second Type table； If the first ID, second user ID are inconsistent, by column data storage is used to first corresponding to second user ID in the ID tables In being arranged corresponding to the ID of family, delete and recorded corresponding to ID tables Central Plains second user ID, and in the Second Type table second is used Family ID is changed to the first ID；
    If including the record of the first data message in first kind table, the note of the second data message is not included in Second Type table Record, identify the first ID of corresponding record in first kind table；By second data information memory into the ID tables Arranged corresponding to one ID, and increase by second data message in the Second Type table and associated with the first ID The record of system；
    If not including the record of the first data message in first kind table, the note of the second data message is included in Second Type table Record, the second user ID of corresponding record in Second Type table is identified, by first data information memory into the ID tables the Arranged corresponding to two IDs, and increase by first data message in the first kind table and associated with second user ID The record of system；
    If not including the record of the first data message in first kind table, the second data message is not included in Second Type table yet Record, increase the record of a new ID in the ID tables, by first data message and the second data information memory Into row corresponding to new ID, and increase by first data message and the new ID in the first kind table The record of incidence relation, and increase by second data message in the Second Type table and associated with the new ID The record of system.
  5. 5. the method for associated data information storage according to claim 4, it is characterised in that type list corresponding to traversal, Inquire about in all types of tables after the record for the data message to be associated for whether including corresponding types, in addition to：
    By the user's id information batch storage for storing the data message of the first data type inquired and its association to building in advance Vertical first queue；
    By the data message of the second data type inquired and its storage of user's id information of association batch to pre-establishing Second queue；
    By user's id information batch storage to be changed to the change queue pre-established；
    The ID tables and type list are updated by the first queue, second queue and/or change queue.
  6. 6. the method for associated data information storage according to claim 3, it is characterised in that multiple data letter to be put in storage The data type of breath includes：At least one of mailbox, telephone number, social account.
  7. A kind of 7. system of associated data information storage, it is characterised in that including：
    Data identification module, for obtaining multiple data messages to be associated to same user, identify the data of each data message Type, determine type list corresponding to each data type；
    Enquiry module, for traveling through corresponding type list, inquire about and whether include the to be associated of corresponding types in all types of tables The record of data message；
    Data loading module, for updating default ID tables and type list according to Query Result so that ID tables and class after renewal In type table, the multiple data message is associated with the same user；
    Wherein, the ID tables, type list are the key-value tables pre-established；The ID tables are globally unique, each for preserving User and all data messages of each user-association；The type list corresponds with the data type that ID tables include.
  8. 8. the system of associated data information storage according to claim 7, it is characterised in that also include：
    Logging modle is changed, for obtaining the fresh information of the ID tables and type list, by corresponding to fresh information write-in Change history lists；
    Wherein, the change history lists is the key-value tables pre-established, the data that the change history lists includes with ID tables Type corresponds；
    In the ID tables, Rowkey is ID, and row cluster includes data message and weight；
    In the type list, Rowkey is data message, and row cluster includes ID and weight；
    In history lists is changed, Rowkey is the first data message, row cluster include associating with first data message the Two data messages and weight.
  9. 9. a kind of computer-readable recording medium, is stored thereon with computer program, it is characterised in that the program is held by processor The step of claim 1 to 6 any methods described is realized during row.
  10. 10. a kind of computer equipment, including memory, processor and storage are on a memory and the meter that can run on a processor Calculation machine program, it is characterised in that the step of any methods described of claim 1 to 6 is realized during the computing device described program Suddenly.
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Cited By (5)

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CN108803548A (en) * 2018-08-20 2018-11-13 张家港康得新光电材料有限公司 The method and apparatus of equipment parallel running management
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