CN110377564A - A kind of system and method for Internet of Things data normalization - Google Patents
A kind of system and method for Internet of Things data normalization Download PDFInfo
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- CN110377564A CN110377564A CN201910677585.3A CN201910677585A CN110377564A CN 110377564 A CN110377564 A CN 110377564A CN 201910677585 A CN201910677585 A CN 201910677585A CN 110377564 A CN110377564 A CN 110377564A
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/10—File systems; File servers
- G06F16/11—File system administration, e.g. details of archiving or snapshots
- G06F16/116—Details of conversion of file system types or formats
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
- G06F16/25—Integrating or interfacing systems involving database management systems
- G06F16/258—Data format conversion from or to a database
Abstract
The present invention provides a kind of system and method for Internet of Things data normalization, the systems, comprising: Internet of Things data to be processed are sent to Standardisation Cell for obtaining Internet of Things data to be processed by data capture unit；Standardisation Cell, for storing standardisation requirements, determine Internet of Things data to be processed that data capture unit is sent whether complying with standard requirement, if do not met, then processing Internet of Things data are treated according to standardisation requirements to be standardized, the translated data that complying with standard requires is generated, translated data is sent to cloud database；Cloud database, the translated data sent for receiving Standardisation Cell save translated data.The present invention provides a kind of system and methods of Internet of Things data normalization, can facilitate the processing of data.
Description
Technical field
The present invention relates to technical field of data processing, in particular to a kind of system and method for Internet of Things data normalization.
Background technique
With the fast development of technology of Internet of things, more and more equipment are linked into Internet of Things, what these equipment generated
There is no unified code requirements for data.It is lack of standardization due to data when needing to handle these data, it deals with
It is more troublesome.
Summary of the invention
The embodiment of the invention provides a kind of system and methods of Internet of Things data normalization, can facilitate the processing of data.
In a first aspect, the embodiment of the invention provides a kind of systems of Internet of Things data normalization, comprising:
Data capture unit, Standardisation Cell and cloud database；
The data capture unit is connected with the Standardisation Cell；
The Standardisation Cell is connected with the cloud database；
The Internet of Things data to be processed are sent to institute for obtaining Internet of Things data to be processed by the data capture unit
State Standardisation Cell；
The Standardisation Cell determines that the data capture unit is sent described wait locate for storing standardisation requirements
Whether reason Internet of Things data meet the standardisation requirements, if do not met, according to the standardisation requirements to described to be processed
Internet of Things data are standardized, and generate the translated data for meeting the standardisation requirements, the translated data is sent out
Give the cloud database；
The cloud database, the translated data sent for receiving the Standardisation Cell save described turn
Change rear data.
Optionally,
It include: name call format in the standardisation requirements；
The Standardisation Cell, for determining whether the Internet of Things data to be processed that the data capture unit is sent accord with
The name call format in the standardisation requirements is closed, if do not met, by the Internet of Things data to be processed according to institute
It states name call format to be named, the translated data for meeting the name call format is generated, after the conversion
Data are sent to the cloud database.
Optionally,
It include: structured data request in the standardisation requirements；
The Standardisation Cell, for determining whether the Internet of Things data to be processed that the data capture unit is sent accord with
The structured data request in the standardisation requirements is closed, if do not met, by the Internet of Things data to be processed according to institute
It states structured data request to be standardized, the translated data for meeting the structured data request is generated, by the conversion
Data are sent to the cloud database afterwards.
Optionally,
It include: data type requirement in the standardisation requirements；
The Standardisation Cell, for determining whether the Internet of Things data to be processed that the data capture unit is sent accord with
The data type requirement in the standardisation requirements is closed, if do not met, by the Internet of Things data to be processed according to institute
It states data type to require to be standardized, generates and meet the translated data that the data type requires, by the conversion
Data are sent to the cloud database afterwards.
Optionally,
It include: file format requirements in the standardisation requirements；
The Standardisation Cell, for determining whether the Internet of Things data to be processed that the data capture unit is sent accord with
The file format requirements in the standardisation requirements are closed, if do not met, by the Internet of Things data to be processed according to institute
It states file format requirements to be standardized, the translated data for meeting the file format requirements is generated, by the conversion
Data are sent to the cloud database afterwards.
Second aspect, the embodiment of the present invention provide a kind of based on the Internet of Things data normalization any in first aspect
The method of the Internet of Things data normalization of system, comprising:
Standardisation requirements are stored in advance in Standardisation Cell；
Data capture unit obtains Internet of Things data to be processed, and it is single that the Internet of Things data to be processed are sent to the standardization
Member；
The Standardisation Cell determines whether the Internet of Things data to be processed that the data capture unit is sent meet institute
Standardisation requirements are stated, if do not met, place is standardized to the Internet of Things data to be processed according to the standardisation requirements
Reason generates the translated data for meeting the standardisation requirements, the translated data is sent to cloud database；
The cloud database receives the translated data that the Standardisation Cell is sent, and saves number after the conversion
According to.
Optionally,
It include: name call format in the standardisation requirements；
The Standardisation Cell determines whether the Internet of Things data to be processed that the data capture unit is sent meet institute
Standardisation requirements are stated, if do not met, place is standardized to the Internet of Things data to be processed according to the standardisation requirements
Reason generates the translated data for meeting the standardisation requirements, the translated data is sent to cloud database, comprising:
The Standardisation Cell determines whether the Internet of Things data to be processed that the data capture unit is sent meet institute
The name call format in standardisation requirements is stated, if do not met, by the Internet of Things data to be processed according to the life
Name format requires to be named, and the translated data for meeting the name call format is generated, by the translated data
It is sent to the cloud database.
Optionally,
It include: structured data request in the standardisation requirements；
The Standardisation Cell determines whether the Internet of Things data to be processed that the data capture unit is sent meet institute
Standardisation requirements are stated, if do not met, place is standardized to the Internet of Things data to be processed according to the standardisation requirements
Reason generates the translated data for meeting the standardisation requirements, the translated data is sent to cloud database, comprising:
The Standardisation Cell determines whether the Internet of Things data to be processed that the data capture unit is sent meet institute
The structured data request in standardisation requirements is stated, if do not met, by the Internet of Things data to be processed according to the number
It is standardized according to structural requirement, generates the translated data for meeting the structured data request, by number after the conversion
According to being sent to the cloud database.
Optionally,
It include: data type requirement in the standardisation requirements；
The Standardisation Cell determines whether the Internet of Things data to be processed that the data capture unit is sent meet institute
Standardisation requirements are stated, if do not met, place is standardized to the Internet of Things data to be processed according to the standardisation requirements
Reason generates the translated data for meeting the standardisation requirements, the translated data is sent to cloud database, comprising:
The Standardisation Cell determines whether the Internet of Things data to be processed that the data capture unit is sent meet institute
The data type requirement in standardisation requirements is stated, if do not met, by the Internet of Things data to be processed according to the number
It is standardized according to types entail, generates and meet the translated data that the data type requires, by number after the conversion
According to being sent to the cloud database.
Optionally,
It include: file format requirements in the standardisation requirements；
The Standardisation Cell determines whether the Internet of Things data to be processed that the data capture unit is sent meet institute
Standardisation requirements are stated, if do not met, place is standardized to the Internet of Things data to be processed according to the standardisation requirements
Reason generates the translated data for meeting the standardisation requirements, the translated data is sent to cloud database, comprising:
The Standardisation Cell determines whether the Internet of Things data to be processed that the data capture unit is sent meet institute
The file format requirements in standardisation requirements are stated, if do not met, by the Internet of Things data to be processed according to the text
Part call format is standardized, and generates the translated data for meeting the file format requirements, by number after the conversion
According to being sent to the cloud database.
In embodiments of the present invention, data capture unit get the skimble-scamble Internet of Things data to be processed of various standards it
Afterwards, Standardisation Cell is standardized these Internet of Things data to be processed according to standardisation requirements, generates complying with standard
It is required that translated data, by these translated datas storage into cloud database, it is subsequent need again using these convert after
When data, since these translated datas are all the data that complying with standard requires, the processing of data can be facilitated.
Detailed description of the invention
In order to more clearly explain the embodiment of the invention or the technical proposal in the existing technology, to embodiment or will show below
There is attached drawing needed in technical description to be briefly described, it should be apparent that, the accompanying drawings in the following description is the present invention
Some embodiments for those of ordinary skill in the art without creative efforts, can also basis
These attached drawings obtain other attached drawings.
Fig. 1 is a kind of schematic diagram of the system for Internet of Things data normalization that one embodiment of the invention provides；
Fig. 2 is a kind of flow chart of the method for Internet of Things data normalization that one embodiment of the invention provides.
Specific embodiment
In order to make the object, technical scheme and advantages of the embodiment of the invention clearer, below in conjunction with the embodiment of the present invention
In attached drawing, technical scheme in the embodiment of the invention is clearly and completely described, it is clear that described embodiment is
A part of the embodiment of the present invention, instead of all the embodiments, based on the embodiments of the present invention, those of ordinary skill in the art
Every other embodiment obtained without making creative work, shall fall within the protection scope of the present invention.
As shown in Figure 1, the embodiment of the invention provides a kind of systems of Internet of Things data normalization, comprising:
Data capture unit 101, Standardisation Cell 102 and cloud database 103；
The data capture unit 101 is connected with the Standardisation Cell 102；
The Standardisation Cell 102 is connected with the cloud database 103；
The Internet of Things data to be processed are sent to by the data capture unit 101 for obtaining Internet of Things data to be processed
The Standardisation Cell 102；
The Standardisation Cell 102 determines the institute that the data capture unit 101 is sent for storing standardisation requirements
State whether Internet of Things data to be processed meet the standardisation requirements, if do not met, according to the standardisation requirements to described
Internet of Things data to be processed are standardized, and the translated data for meeting the standardisation requirements are generated, after the conversion
Data are sent to the cloud database 103；
The cloud database 103, the translated data sent for receiving the Standardisation Cell 102 save
The translated data.
In embodiments of the present invention, data capture unit get the skimble-scamble Internet of Things data to be processed of various standards it
Afterwards, Standardisation Cell is standardized these Internet of Things data to be processed according to standardisation requirements, generates complying with standard
It is required that translated data, by these translated datas storage into cloud database, it is subsequent need again using these convert after
When data, since these translated datas are all the data that complying with standard requires, the processing of data can be facilitated.
It in an embodiment of the present invention, include: name call format in the standardisation requirements；
The Standardisation Cell, for determining whether the Internet of Things data to be processed that the data capture unit is sent accord with
The name call format in the standardisation requirements is closed, if do not met, by the Internet of Things data to be processed according to institute
It states name call format to be named, the translated data for meeting the name call format is generated, after the conversion
Data are sent to the cloud database.
For example, name call format is " data generation time-data source-data name ".
It in an embodiment of the present invention, include: structured data request in the standardisation requirements；
The Standardisation Cell, for determining whether the Internet of Things data to be processed that the data capture unit is sent accord with
The structured data request in the standardisation requirements is closed, if do not met, by the Internet of Things data to be processed according to institute
It states structured data request to be standardized, the translated data for meeting the structured data request is generated, by the conversion
Data are sent to the cloud database afterwards.
For example, structured data request is " unstructured data " " structural data ".
It in an embodiment of the present invention, include: data type requirement in the standardisation requirements；
The Standardisation Cell, for determining whether the Internet of Things data to be processed that the data capture unit is sent accord with
The data type requirement in the standardisation requirements is closed, if do not met, by the Internet of Things data to be processed according to institute
It states data type to require to be standardized, generates and meet the translated data that the data type requires, by the conversion
Data are sent to the cloud database afterwards.
For example, data type requires to include: integer, long, floating type etc..
It in an embodiment of the present invention, include: file format requirements in the standardisation requirements；
The Standardisation Cell, for determining whether the Internet of Things data to be processed that the data capture unit is sent accord with
The file format requirements in the standardisation requirements are closed, if do not met, by the Internet of Things data to be processed according to institute
It states file format requirements to be standardized, the translated data for meeting the file format requirements is generated, by the conversion
Data are sent to the cloud database afterwards.
For example, data type requires to include: word document format, pdf file format etc..
It should be understood that the source for Internet of Things data to be processed is different, standardisation requirements may also be different.Citing comes
It says, for the Internet of Things data to be processed of gas meter, flow meter, data type requires to be long, for the Internet of Things data to be processed of hotlist,
Data type is floating type.
For the different classes of data in the same source, standardisation requirements may also be different.For example, for combustion gas
The data on flows that table is sent, data type requires to be long, and for the pressure data that gas meter, flow meter is sent, data type requirement is
Floating type.
In addition, the standardisation requirements in the embodiment of the present invention can be CIM, ((Common Information Model leads to
With information model) standard.
As shown in Fig. 2, the embodiment of the present invention improve it is a kind of based on the Internet of Things data any in the embodiment of the present invention
The method of the Internet of Things data normalization of standardized system, comprising:
Step 201: standardisation requirements are stored in advance in Standardisation Cell；
Step 202: data capture unit obtains Internet of Things data to be processed, the Internet of Things data to be processed is sent to described
Standardisation Cell；
Step 203: the Standardisation Cell determines that the Internet of Things data to be processed that the data capture unit is sent are
It is no to meet the standardisation requirements, if do not met, the Internet of Things data to be processed are carried out according to the standardisation requirements
Standardization generates the translated data for meeting the standardisation requirements, the translated data is sent to cloud data
Library；
Step 204: the cloud database receives the translated data that the Standardisation Cell is sent, described in preservation
Translated data.
It in an embodiment of the present invention, include: name call format in the standardisation requirements；
The Standardisation Cell determines whether the Internet of Things data to be processed that the data capture unit is sent meet institute
Standardisation requirements are stated, if do not met, place is standardized to the Internet of Things data to be processed according to the standardisation requirements
Reason generates the translated data for meeting the standardisation requirements, the translated data is sent to cloud database, comprising:
The Standardisation Cell determines whether the Internet of Things data to be processed that the data capture unit is sent meet institute
The name call format in standardisation requirements is stated, if do not met, by the Internet of Things data to be processed according to the life
Name format requires to be named, and the translated data for meeting the name call format is generated, by the translated data
It is sent to the cloud database.
It in an embodiment of the present invention, include: structured data request in the standardisation requirements；
The Standardisation Cell determines whether the Internet of Things data to be processed that the data capture unit is sent meet institute
Standardisation requirements are stated, if do not met, place is standardized to the Internet of Things data to be processed according to the standardisation requirements
Reason generates the translated data for meeting the standardisation requirements, the translated data is sent to cloud database, comprising:
The Standardisation Cell determines whether the Internet of Things data to be processed that the data capture unit is sent meet institute
The structured data request in standardisation requirements is stated, if do not met, by the Internet of Things data to be processed according to the number
It is standardized according to structural requirement, generates the translated data for meeting the structured data request, by number after the conversion
According to being sent to the cloud database.
It in an embodiment of the present invention, include: data type requirement in the standardisation requirements；
The Standardisation Cell determines whether the Internet of Things data to be processed that the data capture unit is sent meet institute
Standardisation requirements are stated, if do not met, place is standardized to the Internet of Things data to be processed according to the standardisation requirements
Reason generates the translated data for meeting the standardisation requirements, the translated data is sent to cloud database, comprising:
The Standardisation Cell determines whether the Internet of Things data to be processed that the data capture unit is sent meet institute
The data type requirement in standardisation requirements is stated, if do not met, by the Internet of Things data to be processed according to the number
It is standardized according to types entail, generates and meet the translated data that the data type requires, by number after the conversion
According to being sent to the cloud database.
It in an embodiment of the present invention, include: file format requirements in the standardisation requirements；
The Standardisation Cell determines whether the Internet of Things data to be processed that the data capture unit is sent meet institute
Standardisation requirements are stated, if do not met, place is standardized to the Internet of Things data to be processed according to the standardisation requirements
Reason generates the translated data for meeting the standardisation requirements, the translated data is sent to cloud database, comprising:
The Standardisation Cell determines whether the Internet of Things data to be processed that the data capture unit is sent meet institute
The file format requirements in standardisation requirements are stated, if do not met, by the Internet of Things data to be processed according to the text
Part call format is standardized, and generates the translated data for meeting the file format requirements, by number after the conversion
According to being sent to the cloud database.
The each embodiment of the present invention at least has the following beneficial effects:
In embodiments of the present invention, data capture unit get the skimble-scamble Internet of Things data to be processed of various standards it
Afterwards, Standardisation Cell is standardized these Internet of Things data to be processed according to standardisation requirements, generates complying with standard
It is required that translated data, by these translated datas storage into cloud database, it is subsequent need again using these convert after
When data, since these translated datas are all the data that complying with standard requires, the processing of data can be facilitated.
It should be noted that, in this document, such as first and second etc relational terms are used merely to an entity
Or operation is distinguished with another entity or operation, is existed without necessarily requiring or implying between these entities or operation
Any actual relationship or order.Moreover, the terms "include", "comprise" or its any other variant be intended to it is non-
It is exclusive to include, so that the process, method, article or equipment for including a series of elements not only includes those elements,
It but also including other elements that are not explicitly listed, or further include solid by this process, method, article or equipment
Some elements.In the absence of more restrictions, the element limited by sentence " including one ", is not arranged
Except there is also other identical factors in the process, method, article or apparatus that includes the element.
Those of ordinary skill in the art will appreciate that: realize that all or part of the steps of above method embodiment can pass through
The relevant hardware of program instruction is completed, and program above-mentioned can store in computer-readable storage medium, the program
When being executed, step including the steps of the foregoing method embodiments is executed；And storage medium above-mentioned includes: ROM, RAM, magnetic disk or light
In the various media that can store program code such as disk.
Finally, it should be noted that the foregoing is merely presently preferred embodiments of the present invention, it is merely to illustrate skill of the invention
Art scheme, is not intended to limit the scope of the present invention.Any modification for being made all within the spirits and principles of the present invention,
Equivalent replacement, improvement etc., are included within the scope of protection of the present invention.
Claims (10)
1. a kind of system of Internet of Things data normalization characterized by comprising
Data capture unit, Standardisation Cell and cloud database；
The data capture unit is connected with the Standardisation Cell；
The Standardisation Cell is connected with the cloud database；
The Internet of Things data to be processed are sent to the mark for obtaining Internet of Things data to be processed by the data capture unit
Standardization unit；
The Standardisation Cell determines the object to be processed that the data capture unit is sent for storing standardisation requirements
Whether connection data meet the standardisation requirements, if do not met, according to the standardisation requirements to the Internet of Things to be processed
Data are standardized, and generate the translated data for meeting the standardisation requirements, the translated data is sent to
The cloud database；
The cloud database, the translated data sent for receiving the Standardisation Cell, after saving the conversion
Data.
2. system according to claim 1, which is characterized in that
It include: name call format in the standardisation requirements；
The Standardisation Cell, for determining whether the Internet of Things data to be processed that the data capture unit is sent meet institute
The name call format in standardisation requirements is stated, if do not met, by the Internet of Things data to be processed according to the life
Name format requires to be named, and the translated data for meeting the name call format is generated, by the translated data
It is sent to the cloud database.
3. system according to claim 1, which is characterized in that
It include: structured data request in the standardisation requirements；
The Standardisation Cell, for determining whether the Internet of Things data to be processed that the data capture unit is sent meet institute
The structured data request in standardisation requirements is stated, if do not met, by the Internet of Things data to be processed according to the number
It is standardized according to structural requirement, generates the translated data for meeting the structured data request, by number after the conversion
According to being sent to the cloud database.
4. system according to claim 1, which is characterized in that
It include: data type requirement in the standardisation requirements；
The Standardisation Cell, for determining whether the Internet of Things data to be processed that the data capture unit is sent meet institute
The data type requirement in standardisation requirements is stated, if do not met, by the Internet of Things data to be processed according to the number
It is standardized according to types entail, generates and meet the translated data that the data type requires, by number after the conversion
According to being sent to the cloud database.
5. system according to claim 1, which is characterized in that
It include: file format requirements in the standardisation requirements；
The Standardisation Cell, for determining whether the Internet of Things data to be processed that the data capture unit is sent meet institute
The file format requirements in standardisation requirements are stated, if do not met, by the Internet of Things data to be processed according to the text
Part call format is standardized, and generates the translated data for meeting the file format requirements, by number after the conversion
According to being sent to the cloud database.
6. a kind of side of the Internet of Things data normalization of the system based on Internet of Things data normalization as claimed in any one of claims 1 to 5
Method characterized by comprising
Standardisation requirements are stored in advance in Standardisation Cell；
Data capture unit obtains Internet of Things data to be processed, and the Internet of Things data to be processed are sent to the Standardisation Cell；
The Standardisation Cell determines whether the Internet of Things data to be processed that the data capture unit is sent meet the mark
Standardization requirement, if do not met, is standardized the Internet of Things data to be processed according to the standardisation requirements, raw
At the translated data for meeting the standardisation requirements, the translated data is sent to cloud database；
The cloud database receives the translated data that the Standardisation Cell is sent, and saves the translated data.
7. according to the method described in claim 6, it is characterized in that,
It include: name call format in the standardisation requirements；
The Standardisation Cell determines whether the Internet of Things data to be processed that the data capture unit is sent meet the mark
Standardization requirement, if do not met, is standardized the Internet of Things data to be processed according to the standardisation requirements, raw
At the translated data for meeting the standardisation requirements, the translated data is sent to cloud database, comprising:
The Standardisation Cell determines whether the Internet of Things data to be processed that the data capture unit is sent meet the mark
The name call format in standardization requirement, if do not met, by the Internet of Things data to be processed according to the name lattice
Formula requires to be named, and generates the translated data for meeting the name call format, the translated data is sent
To the cloud database.
8. according to the method described in claim 6, it is characterized in that,
It include: structured data request in the standardisation requirements；
The Standardisation Cell determines whether the Internet of Things data to be processed that the data capture unit is sent meet the mark
Standardization requirement, if do not met, is standardized the Internet of Things data to be processed according to the standardisation requirements, raw
At the translated data for meeting the standardisation requirements, the translated data is sent to cloud database, comprising:
The Standardisation Cell determines whether the Internet of Things data to be processed that the data capture unit is sent meet the mark
The structured data request in standardization requirement, if do not met, by the Internet of Things data to be processed according to the data knot
Structure requires to be standardized, and generates the translated data for meeting the structured data request, the translated data is sent out
Give the cloud database.
9. according to the method described in claim 6, it is characterized in that,
It include: data type requirement in the standardisation requirements；
The Standardisation Cell determines whether the Internet of Things data to be processed that the data capture unit is sent meet the mark
Standardization requirement, if do not met, is standardized the Internet of Things data to be processed according to the standardisation requirements, raw
At the translated data for meeting the standardisation requirements, the translated data is sent to cloud database, comprising:
The Standardisation Cell determines whether the Internet of Things data to be processed that the data capture unit is sent meet the mark
Data type requirement in standardization requirement, if do not met, by the Internet of Things data to be processed according to the data class
Type requires to be standardized, and generates and meets the translated data that the data type requires, the translated data is sent out
Give the cloud database.
10. according to the method described in claim 6, it is characterized in that,
It include: file format requirements in the standardisation requirements；
The Standardisation Cell determines whether the Internet of Things data to be processed that the data capture unit is sent meet the mark
Standardization requirement, if do not met, is standardized the Internet of Things data to be processed according to the standardisation requirements, raw
At the translated data for meeting the standardisation requirements, the translated data is sent to cloud database, comprising:
The Standardisation Cell determines whether the Internet of Things data to be processed that the data capture unit is sent meet the mark
The file format requirements in standardization requirement, if do not met, by the Internet of Things data to be processed according to the tray
Formula requires to be standardized, and generates the translated data for meeting the file format requirements, the translated data is sent out
Give the cloud database.
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| CN108366051A (en) * | 2018-01-25 | 2018-08-03 | 北京农业信息技术研究中心 | A kind of Internet of Things perception data shared system |
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Application publication date: 20191025 |