CN109358840A - Support the Data Integration analysis system and its method of a variety of milk Room software data interfaces - Google Patents
Support the Data Integration analysis system and its method of a variety of milk Room software data interfaces Download PDFInfo
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- 235000013336 milk Nutrition 0.000 title claims abstract description 190
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- 230000005540 biological transmission Effects 0.000 claims description 11
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- 241001270131 Agaricus moelleri Species 0.000 description 1
- 238000012935 Averaging Methods 0.000 description 1
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Abstract
The invention discloses a kind of Data Integration analysis systems and its method for supporting a variety of milk Room software data interfaces, the system includes: milk Room computer, in the document analysis conversion program module that the milking data of the original different-format file for generating at least one milk Room software in record milking operation is sent to Cloud Server by file-transfer program module；Cloud Server includes document analysis conversion program module, database and report generator module；Document analysis conversion program module is converted to the milking data of unified formatted file, then passes in the database and save after the milking data of the different-format file is passed through dissection process；The milking data that report generator module reads the unified format in the database generates various report files.Using the present invention, different milking datas can be generated to unified data report, the production information of milking parlour milk cow is analyzed for pasture and milking process provides relatively uniform standardized reference.
Description
Technical field
The present invention relates to data analyses and the information processing technology more particularly to a kind of support a variety of milk Rooms software data to connect
The Data Integration analysis system and its method of mouth.
Background technique
With the increasingly raising of the continuous adjustment and people's lives living standard of agricultural industry mechanism of China, China milk cow
Aquaculture achieves development at full speed in recent years.It is pass of the milk cow production in milk production process to milk cow milking
Key link, mechanization at present is milked has become the standard configurations in scale pasture substantially.Milking equipment is during the work time
Will record a large amount of running parameter, the dairy barn commercial cities of some large sizes can mating corresponding milk Room software, to generate milk Room work
Make the data generated in engineering, by the mass data generated in the analysis above-mentioned milk Room course of work, works for the pasture milk Room
Assessment monitoring and the management of the milk Room have great importance.
But the corresponding software kit that different milking equipment manufacturers respectively provides is different, causes record milk cow milking mistake
The format of the mass data generated in journey is also different, correspondingly, different vendor's software kit provide to generation
The method that data are shown also is not quite similar, and is allowed between the data that different milking equipment such as milking machine generate in this way
Lack comparativity, virtually reduces the application value that milking equipment generates data.
In addition, different milk Room software interfaces is also not quite similar, operability is not strong, if going to learn how to grasp one by one
It is higher to make then learning cost.In addition, the data inconsistency that different software can be presented is high, and since software is standalone version, into
Row inquiry is also only capable of being inquired and analyzed in the milk Room or within the scope of pasture, therefore milk Room software generates in use
The application value of a large amount of valuable data is urgently analyzed and is utilized using new technology.
Summary of the invention
In view of this, the main purpose of the present invention is to provide a kind of data for supporting a variety of milk Room software data interfaces
Confluence analysis system and method, it is intended to reduce operator to the learning cost of different milk Rooms software, improve the operation of milk Room software
It is simplicity；More importantly include to the data generated in the software use of the milk Room by the Data Integration analysis system
The necessary treatment processes such as format conversion, statistics, calculating, are presented unified data report, analyze milking parlour milk cow for pasture
Production information and milking process provide relatively uniform standardized reference；It, not only can will be different in addition, by cloud platform technology
Data are read automatically to same cloud platform in the milk Room, to make to check that analysis cloud platform data are not limited by space, together
When can be exchanged by interface, can by data newest in current data confluence analysis system retransmit delactation Room software
In the middle, to reduce the manual intervention to milk Room software, the error rate of data is further decreased.
In order to achieve the above objectives, the technical scheme of the present invention is realized as follows:
A kind of Data Integration analysis system for supporting a variety of milk Room software data interfaces, including milk Room computer and cloud clothes
Business device；Wherein:
Milk Room computer includes file-transfer program module；Milk Room computer is used at least one milk Room
The milking data for the original different-format file that software generates in record milking operation passes through the file-transfer program module
It is sent in the document analysis conversion program module of Cloud Server；
The Cloud Server includes document analysis conversion program module, database and report generator module；It is described
Document analysis conversion program module is converted to system after the milking data of the different-format file is passed through dissection process
The milking data of one formatted file is then passed in the database and is saved；Described in the report generator module is read
The milking data of unified format in database generates various report files.
Wherein: the report generator module in the Cloud Server, the various report files passback for being also used to generate
To being saved in the database.
Data transmission module is equipped in the Cloud Server, for reading the unified formatted file in the database
Milking data returns to milk Room computer.
Milk Room computer also includes milk Room software interface module, the unification that transmission module is sent for receiving data
The milking data of formatted file, and sent in the software of the delactation Room by milk Room software interface module.
A kind of Data Integration analysis method for supporting a variety of milk Room software data interfaces, includes the following steps:
A, using the file-transfer program module of milk Room computer by least one milk Room software record milking operation in
The step of milking data of the original different-format file generated is sent to the document analysis conversion program module of Cloud Server；
B, using the document analysis conversion program module of the Cloud Server by the milking data of the different-format file
After dissection process, the milking data of unified formatted file, and the step of saving in the database are converted to；
C, the milking data of the unified format in the database is read by the report generator module of Cloud Server
The step of generating various report files.
Wherein: this method further include: utilize report generator module, the various report files of generation are returned into institute
State the step of saving in database.
This method further include: by the data transmission module reading database in Cloud Server, and by read unification
The milking data of formatted file, the step of returning to the milk Room computer.
This method further comprises: by the milk Room software interface module in the computer of the milk Room, receiving data transmission module
The milking data of the unified formatted file of transmission, and sent in the software of the delactation Room by milk Room software interface module.
The Data Integration analysis system and its method of a variety of milk Room software data interfaces of support of the invention have as follows
The utility model has the advantages that
1) by converting journey using the file-transfer program module in the computer of the milk Room, the document analysis in Cloud Server
Sequence module, the milking number for the original different-format file that at least one milk Room software can be generated in record milking operation
According to the document analysis conversion program module for being sent to Cloud Server by the file-transfer program module, using the text
Part parses conversion program module, by the milking data of different-format file by after dissection process, being converted to unified formatted file
Milking data, and be sent in database and save, to realize the unification of milking data format, and to utilize the number
Unified data report is presented according to the various report files of generation, production information and the milking of milking parlour milk cow are analyzed for pasture
Process provides relatively uniform standardized reference, thus is provided with the meaning compared under same standard.
2) by the unitized processing to the original different-format file, operator is reduced to different milk Rooms software
Learning cost improves the simplicity of milk Room software operation.
3) present invention is read data in the different milk Rooms automatically to same cloud platform also by cloud storage/cloud platform technology
In the middle, it to make to check that analysis cloud platform data are not limited by space, while can be exchanged by interface, it can will be current
Newest data retransmit in the software of the delactation Room in Data Integration analysis system, dry with craft of the reduction to milk Room software
In advance, the error rate of data is further decreased.
Detailed description of the invention
Fig. 1 is that the embodiment of the present invention supports the framework of the Data Integration analysis system of a variety of milk Room software data interfaces to show
It is intended to；
Fig. 2 is that the milk cow individual that the report generator module of Data Integration of embodiment of the present invention analysis system obtains is secreted
Newborn curve synoptic diagram；
Fig. 3 is group's output of milk that the report generator module of Data Integration of embodiment of the present invention analysis system obtains
Scatterplot distribution schematic diagram；
Fig. 4 is that each ox area milk amount of the embodiment of the present invention reports schematic diagram；
Fig. 5 is each cowshed metering performance report schematic diagram of the embodiment of the present invention；
Fig. 6 is that milking position Novel presentation of the embodiment of the present invention reports schematic diagram；
Fig. 7 is identifier of embodiment of the present invention error reporting schematic diagram；
Fig. 8 is parity of embodiment of the present invention lactation curve schematic diagram；
Fig. 9 is that the embodiment of the present invention realizes the individual ox milk amount and lactation inquired after the passback of milk Room software data
Curve synoptic diagram；
Figure 10 is that the embodiment of the present invention realizes the batch milk amount information signal inquired after the passback of milk Room software data
Figure.
Specific embodiment
With reference to the accompanying drawing and the embodiment of the present invention supports the data of a variety of milk Room software data interfaces whole the present invention
It closes analysis system and its method is described in further detail.
Fig. 1 is that the embodiment of the present invention supports the framework of the Data Integration analysis system of a variety of milk Room software data interfaces to show
It is intended to.
As shown in Figure 1, the Data Integration analysis system of a variety of milk Room software data interfaces of the support, mainly includes the milk Room
Computer and Cloud Server.Wherein:
Milk Room computer includes file-transfer program module；Milk Room computer is used at least one milk Room
The milking data for the original different-format file that software generates in record milking operation passes through the file-transfer program module
It is sent in the document analysis conversion program module of Cloud Server.
The Cloud Server includes document analysis conversion program module, database and report generator module；It is described
Document analysis conversion program module is converted to system after the milking data of the different-format file is passed through dissection process
The milking data of one formatted file is then passed in the database and is saved；Described in the report generator module is read
The milking data of unified format in database generates various report files.
Further, the report generator module in the Cloud Server is also used to the various report files that will be generated
It returns to and is saved in the database.
Preferably, in the Cloud Server of the Data Integration analysis system for supporting a variety of milk Room software data interfaces, also
The milk Room is returned to for reading the milking data of the unified formatted file in the database equipped with data transmission module
Computer.
Milk is additionally provided in the milk Room computer of the Data Integration analysis system for supporting a variety of milk Room software data interfaces
Room software interface module, the milking data for the unified formatted file that transmission module is sent for receiving data, and pass through the milk
Room software interface module is sent in the software of the delactation Room.
We develop the first purpose of the Data Integration analysis system, are to reduce user to different milk Rooms software
Learning cost improves the terseness of operation, while data in the different milk Rooms is read automatically to same Cloud Server (i.e. data
Processing platform) in, make to check that analysis cloud platform data are not limited by space, while carrying out by milk Room software interface module
Data exchange retransmits latest data in current system in the software of the delactation Room, dry with craft of the reduction to milk Room software
In advance, the error rate of data is further decreased.
In embodiments of the present invention, we are programmed using Java language, by the different trays in different milk Room software
It is uploaded in Cloud Server after the original milking data export of formula by file-transfer program module, document analysis is recycled to turn
It changes program module to be identified, and the original milking data file of different file formats is converted into preset unified format
(alternatively referred to as reference format), later using data conversion at least twice, respectively by the yield of each shift, each cowshed
Enter in database with the average milk amount storage of some milking relevant informations and every ox weekly, and shows and mark in front end
Standard, which is reported and drawn the lactation curve schematic diagram (as shown in Figure 2) of Grown cow difference parity and obtains group's output of milk, to be dissipated
Point distribution schematic diagram (as shown in Figure 3).
With reference to Fig. 1, technical solution of the present invention combination specific implementation process is described in detail.
Milk cow can go to the location of milking machines to milk in the set time daily, and the region of milk cow milking claims
For the milk Room (parlor), general every can milk 3 times for cow in milk one day, and high yield cows may milk 4 times, whole cows in milk
1 referred to as shift (shift) of group's milking, the milking equipment of large and medium-sized cattle farm are usually furnished with when every a head of cattle is milked
Measuring equipment can record the milk crop of ox only, and usually Nai Ting equipment production firm can all be equipped with corresponding milk Room software
The output of milk, milking sequence, the device parameters such as Milking time are presented.
The purpose for developing system of the invention also resides in, and makes ox of the operator in a manner of more convenient and fast by cattle farm cows
In milk yield import system and the database of relevant log history milk crop is formed, by Milk Production data and breeding
Data and feeding data binding analysis, can also to instruct cattle farm production management, mass breeding, formula adjustment have important finger
Lead meaning.
Since the milk Room software of different brands can produce and record the original creation data being not quite similar, export side
Formula is also different, some meeting in-time generatins are recorded in file, and some generates a file after each milking shift, has
One file of daily generation.Also not into identical, therefore in the present embodiment, we make file format derived from different software
One is developed comprising various data-interfaces with Java language and the milking data of different-format can be uploaded to cloud service automatically
The file-transfer program module of device.Specifically, the program module can periodically take out original document after each shift
And in write service device interface, and cloud server end is sent to by local area network or internet.Cloud Server specified folder obtains
After taking the milking data, using according to different formatted file automatic identification interface, and according to the file write in advance
Conversion program module is parsed, storage enters in the database of system after carrying out document analysis file and being converted to unified format.
It is calculated and is handled further according to corresponding algorithm later, be then stored in other 3 tables.
Below by taking specific milking machine (such as Bo Meite) and milk matched with its Room software (SmartDairy) as an example, lead to
Calling file-transfer program module is crossed, at the end of the milking of each shift, periodically exports original document simultaneously from SmartDairy
It imported into DCWEB specified folder, example file content is shown in Table 1 cowmilk.csv formatted file.
Table 1:
(continued 1)
The Chinese meaning of corresponding field is respectively in above-mentioned table 1: device number, electronic ear label, Niu Hao, recognition time,
Milk Room title, de-cup position, upper cup time ID, upper cup time, de-cup time, Milking time (s), automatic milking amount, milking class
Secondary, last yield, milk cow state, activity, milk conductivity, de-cup flow, identification label, abandon milk amount, manual mode,
Manual de-cup, 0-15s flow, 15-30s flow, 30-60s flow, 60-120s flow, low discharge time.
Then, then pass through the file-transfer program module (program name DCmilk) started in computer in advance, at this
DCmilk program can read this document at the next time point next set automatically after file generated, and pass through office
Domain net or internet interface are sent it in Cloud Server specified folder, then the document analysis in Cloud Server again
Conversion program module can read the split run in the content deposit server database of respective field in cowmilk.csv file
In production information table milking_data, concrete database corresponding content is shown in Table 2: the output of milk stores DB table.
Table 2:
Finally, further according to the calculating that the identical value of cowshed PEN field is summed and is averaging etc., by a data
Data are stored in each ox area production information table parlor_info by conversion, the milk in the system page " output control " for after
The presentation of Room report and the inquiry of each cowshed " history milk amount ".
Since milking sets for a long time to get off that the data of magnanimity can be generated, so the data that we only store 1 day enter split run
In secondary production information table, 2-4 classes of milkings can be squeezed according to unusual one day of livestock farm management, second day same shift will
The previous day identical shift content can be covered, split run time production information table is equivalent to and is transition table, so whenever reading one
After new shift information, we calculate immediately, and the identical value of current shift cowshed PEN field is taken calculate deposit respectively
In ox area production information table parlor_info, while we can obtain the output of milk for working as shift according to ox number, date and shift
It is stored in each ox area production information table parlor_info, after getting one day the last one shift, system is by institute's today
There is shift summation to be stored as the same day daily output, only for each ox, system can store nearest 8 days production informations, Mei Dangqi
When (lactation number of days -1) is 7 or 7 multiple, we take its average product to be stored in Zhou Pingjun milk scale weekly_milk_
In info, data are mainly used to draw individual and group's lactation curve in Zhou Pingjun milk scale, and lactation curve is for pasture cows
Management has important meaning.
The report specifically presented in our systems in milk production management includes: each ox area milk amount report (such as Fig. 4), each
Cowshed metering performance report (such as Fig. 5), milking position Novel presentation report (such as Fig. 6), identifier error reporting (such as Fig. 7) and tire
Secondary lactation curve (such as Fig. 8).Wherein:
Fig. 4 is that each ox area milk amount of the embodiment of the present invention reports schematic diagram.From the milk Room, report can check that each of each shift squeezes
The milk amount and milking duration performance of cow house.Different milking shifts and milking equipment may be selected first, generate corresponding shift report
It accuses, clicks each ox area milk amount.This report content includes:
(1) cowshed: cowshed title；
(2) each ox area milk amount: the total milk amount of the cowshed shift, unit: kilogram；
(3) milk amount/hour: the milking rate that the total milk amount of the cowshed/total Milking time obtains；
(4) milk amount/ox: the total milk amount of the cowshed/total ox head number, i.e. the cowshed ox just think shift average product；
(5) ox number/hour: the total ox head number of the cowshed/total Milking time, i.e. cowshed work as shift head number per hour；
(6) total time: the total Milking time of the cowshed；
(7) time started: the cowshed starts Milking time；
(8) dwell time: the cowshed is milked the end time；
(9) milk amount/point: the cowshed average minute clock milking amount；
(10) average time: the cowshed averagely squeezes the time that a head of cattle needs to spend；
(11) average deviation: the cowshed works as shift yield difference compared with one week average value in the past；
(12) ox number deviation: the difference of the total ox head number of the cowshed in the practical identification ox head number in the cowshed milk Room and system.
Fig. 5 is each cowshed metering performance report schematic diagram of the embodiment of the present invention.The report of the milk Room can also check each shift
The working efficiency situation of each milking cowshed.Different milking shifts and milking equipment may be selected first, generate corresponding shift report
It accuses, clicks each cowshed metering performance.This report content includes:
(1) working time (%): the cowshed Milking time accounting；
(2) yield/milking position/hour: the average product in the cowshed each hour each milking site, unit: kilogram；
(3) ox number/milking position/hour: the average milking head number in the cowshed each hour each milking site；
(4) 0-15s flow: the cowshed-the 15 second the 0th second average milk volume flow after cup on current shift milk cow milking；
(5) 15-30s flow: the cowshed-the 30 second the 16th second average milk flow after cup on current shift milk cow milking
Amount；
(6) 30-60s flow: the cowshed-the 60 second the 31st second average milk flow after cup on current shift milk cow milking
Amount；
(7) preceding two minutes yield: the cowshed preceding two minutes average milk productions after cup on current shift milk cow milking；
(8) preceding two minutes yield (%): the cowshed two minutes yield before Niu Dangqian shift of respectively milking accounts for its total milking amount
Ratio；
(9) the low discharge time: the cowshed is in current shift low discharge average duration；
(10) low discharge accounting: the cowshed accounts for the ratio of milking total time in current shift low discharge average duration.
Fig. 6 is that milking position Novel presentation of the embodiment of the present invention reports schematic diagram.The report of the milk Room can also check each shift
The operation irregularity situation in each milking parlor milking site.Firstly, different milking shifts and milking equipment may be selected, generates and correspond to
Milking position Novel presentation is clicked in shift report.This report content includes abnormal cause: offset issue, milk amount be relatively low, time mistake
The contents such as long, flow velocity is relatively low, conductivity anomaly, manual de-cup, manual mode.
(1) double-row type or the rotating disc type milking site number milking position: are indicated；
(2) cowshed: there is the ox head number of abnormal cause in current shift milking site；
(3) deviation: the milking site when the shift output of milk and Zhou Pingjun average deviation；
(4) milk amount: the milking site average milking rate mean value；
(5) time: milking site milking duration；
(6) flow velocity: milking site milking amount per minute；
(7) conductivity: the average conductivity in the milking site；
(8) manual de-cup: the manual de-cup ox head number in the milking site；
(9) manual mode: the milking site manual mode operates ox head number.
Fig. 7 is identifier of embodiment of the present invention error reporting schematic diagram.Report the cow that also can detect each shift in the milk Room
Identifier abnormal conditions.Firstly, different milking shifts and milking equipment may be selected, corresponding shift report, click recognition device are generated
Error reporting.This report content includes:
(1) identifier mistake includes: that identifier repeats, identifier is unrecognized, identifier is empty and identifier mistake etc.
Ox number；
(2) ox number: occurs the ox overbit of identifier error message in current shift；
(3) the cup time on: milking date and Milking time when occurring wrong；
(4) identifier number: for the pedometer number or electronic ear label used with the system support of the milk Room；
(5) the milk Room identifies ox number: the ox overbit that milking system is recognized according to identifier number when milking.
Fig. 8 is parity of embodiment of the present invention lactation curve schematic diagram.
As shown in figure 8, abscissa represents lactation number of days or lactation week old；Ordinate represents average milk daily or weekly
Yield, i.e. averagely day per unit area yield or average weekly production.The curve of different gray scales respectively represents different parity, divides into 3 tires
It is secondary, i.e. the first-born ox, two tire oxen and the above ox of two tires.Most smooth representative standard curve in figure is 8000 kilograms at present.
It is the report of the milk Room report area Ji Geniu milk amount, each cowshed metering performance report, milking position Novel presentation report above
It accuses, the relevant information explanation of identifier error reporting and parity lactation curve.
It is realized when system of the invention and counts the data back of the Uniform data format of database in Cloud Server to the milk Room
Calculation machine can be inquired after the data of i.e. realization milk Room software update on the milk Room or other terminals for realizing data sharing therewith
Individual ox is only to milk amount information.The individual ox milk amount information includes: the yield of the nearest 8 days every shifts of ox only, from production
Calf is to information such as the lactation curve of current date, Zhou Pingjun milk amount, milk amount deviations；And the historical yield of past each parity
And the contents such as lactation number of days.
Fig. 9 is that the embodiment of the present invention realizes the individual ox milk amount and lactation inquired after the passback of milk Room software data
Curve synoptic diagram.
Firstly, inputting ox overbit in individual ox query interface, inquiry enters the current parity letter in ox card
Breath, i.e., it can be seen that ox milk amount data.This report content includes:
(1) curve graph, abscissa represent lactation number of days, and left side ordinate represents milk yield (kilogram), right side ordinate
For information such as butterfat percnetage or protein ratios.The milk amount curve graph of the ox can be drawn out according to lactation number of days.
(2) " shift " in table: daily milking shift -- the first shift, the second shift, third shift；
(3) " total ": total milk amount of three shift of the same day；
(4) date: nearest 8 days daily each shifts are milked the date；
(5) average value: each shift of 7 days nearest (not including yield today) is averaged milk amount and total milk amount is average daily
Value；
(6) deviation: for the difference of today each shift milk amount and " average value ".
Figure 10 is that the embodiment of the present invention realizes the batch milk amount information signal inquired after the passback of milk Room software data
Figure.
By group's query function, bulk lookup goes out qualified ox milk amount information (Zhou Pingjun milk amount), first shift
Secondary, the second shift, third shift and the 4th shift milk amount etc..The reproductive status of ox only, the letter such as lactation number of days can be listed file names with
Breath.
It is to be generated in the Cloud Server in Data Integration analysis system of the invention, docked with milk Room computer above
Report content, and by the milking data of the unified file format in database return to milk Room software carry out data update after
The explanation for the content that can be inquired afterwards.
Each report in milking milk production management not only easily can be obtained or viewed from the above embodiment of the present invention
Content, and store it in the database of Cloud Server, only by the linking Internet system or the cloud service need to be accessed
Device can check the content of above-mentioned report whenever and wherever possible, and having broken existing milk Room data and being stored in the milk Room or pasture can only pass through
The limitation of single machine inquiry, thus greatly reduce operator to study when using the existing milk Room software to carry out analysis data at
This.
In addition, realizing the different-format file generated to different milk Rooms software using Data Integration analysis system of the present invention
Unified formatting processing, help to realize different milk Rooms software in same substandard comparison, reality meaning with higher
Justice.
The foregoing is only a preferred embodiment of the present invention, is not intended to limit the scope of the present invention.
Claims (8)
1. supporting the Data Integration analysis system of a variety of milk Room software data interfaces, which is characterized in that including milk Room computer and
Cloud Server；Wherein:
Milk Room computer includes file-transfer program module；Milk Room computer is used at least one milk Room software
The milking data of the original different-format file generated in record milking operation is sent by the file-transfer program module
Into the document analysis conversion program module of Cloud Server；
The Cloud Server includes document analysis conversion program module, database and report generator module；The file solution
Conversion program module is analysed, after the milking data of the different-format file is passed through dissection process, is converted to unified format
The milking data of file is then passed in the database and is saved；The report generator module reads the database
In the milking data of unified format generate various report files.
2. supporting the Data Integration analysis system of a variety of milk Room software data interfaces as described in claim 1, which is characterized in that
Report generator module in the Cloud Server is also used to return to the various report files generated in the database
It saves.
3. supporting the Data Integration analysis system of a variety of milk Room software data interfaces as described in claim 1, which is characterized in that
Data transmission module is equipped in the Cloud Server, for reading the milking data of the unified formatted file in the database,
Return to milk Room computer.
4. supporting the Data Integration analysis system of a variety of milk Room software data interfaces as described in claim 1, which is characterized in that
Milk Room computer also includes milk Room software interface module, the unified formatted file that transmission module is sent for receiving data
Milking data, and sent in the software of the delactation Room by milk Room software interface module.
5. a kind of Data Integration analysis method for supporting a variety of milk Room software data interfaces, which comprises the steps of:
A, at least one milk Room software is generated in record milking operation using the file-transfer program module of milk Room computer
The milking data of original different-format file the step of being sent to the document analysis conversion program module of Cloud Server；
B, the milking data of the different-format file is passed through using the document analysis conversion program module of the Cloud Server
After dissection process, the milking data of unified formatted file, and the step of saving in the database are converted to；
C, the milking data that the unified format in the database is read by the report generator module of Cloud Server generates
The step of various report files.
6. supporting the Data Integration analysis method of a variety of milk Room software data interfaces as claimed in claim 5, which is characterized in that should
Method further include:
Using report generator module, the various report files of generation are returned into the step of saving in the database.
7. supporting the Data Integration analysis method of a variety of milk Room software data interfaces as claimed in claim 5, which is characterized in that should
Method further include:
By the data transmission module reading database in Cloud Server, and by the milking number of read unified formatted file
According to the step of returning to the milk Room computer.
8. supporting the Data Integration analysis method of a variety of milk Room software data interfaces as claimed in claim 7, which is characterized in that should
Method further comprises:
By the milk Room software interface module in the computer of the milk Room, squeezing for the unified formatted file that data transmission module is sent is received
Milk data, and sent in the software of the delactation Room by milk Room software interface module.
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