CN109302297A - Processing method, device and the computer readable storage medium of network access record - Google Patents
Processing method, device and the computer readable storage medium of network access record Download PDFInfo
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- CN109302297A CN109302297A CN201710608700.2A CN201710608700A CN109302297A CN 109302297 A CN109302297 A CN 109302297A CN 201710608700 A CN201710608700 A CN 201710608700A CN 109302297 A CN109302297 A CN 109302297A
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Classifications
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L67/00—Network arrangements or protocols for supporting network services or applications
- H04L67/01—Protocols
- H04L67/02—Protocols based on web technology, e.g. hypertext transfer protocol [HTTP]
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L41/00—Arrangements for maintenance, administration or management of data switching networks, e.g. of packet switching networks
- H04L41/06—Management of faults, events, alarms or notifications
- H04L41/0604—Management of faults, events, alarms or notifications using filtering, e.g. reduction of information by using priority, element types, position or time
- H04L41/0622—Management of faults, events, alarms or notifications using filtering, e.g. reduction of information by using priority, element types, position or time based on time
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L41/00—Arrangements for maintenance, administration or management of data switching networks, e.g. of packet switching networks
- H04L41/06—Management of faults, events, alarms or notifications
- H04L41/069—Management of faults, events, alarms or notifications using logs of notifications; Post-processing of notifications
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L43/00—Arrangements for monitoring or testing data switching networks
- H04L43/16—Threshold monitoring
Abstract
The invention discloses a kind for the treatment of method and apparatus of network access record, are related to big data processing technology field.This method comprises: choosing a network access record is used as target record, comparison record is determined according to the purpose url field of the source page field of target record and other networks access record；In the case where the processing time difference of target record and comparison record is less than first threshold, target record is washed.This method and device, which can be realized, automatically records cleaning function with general applicability.
Description
Technical field
The present invention relates to big data processing technology field, in particular to a kind of processing method of network access record, device
And computer readable storage medium.
Background technique
With the fast development and popularization and application of big data processing technique, operator can use such as DPI (Deep
Packet Inspection, deep message detection) etc. technological means acquisition user network access record, and based on network visit
It asks that record carries out big data analysis, to be best understood from customer demand, carries out respective service.
But due to Internet advertising demand and AJAX (Asynchronous Javascript And XML, it is different
Step JavaScript and XML), the technologies such as CSS (Cascading Style Sheets, cascading style sheets) be widely used, use
Web page access behavior at family may trigger multiple http (the Hyper Text Transfer on browser backstage
Protocol, hypertext transfer protocol)) request.Data volume so as to cause network access record is huge, and storage and processing are both needed to
Expend vast resources, it is therefore desirable to clean to network access record.
In order to solve the above technical problems, mainly using cleaning technique and rule-based mistake based on resource file suffix at present
The cleaning technique of filter.
Summary of the invention
The inventors found that above-mentioned exist in the prior art following problem: not all network accesses record
All there is suffix, therefore using suffix as cleaning according to without general applicability；Rule-based filtering needs manually to carry out whole
Filtering rule is managed and regularly updated, can not achieve the automation cleaning of record.At least one problem in regarding to the issue above, this
Inventors herein propose solution.
It is an object of the present invention to provide a kind of technical solutions of network access record, can be realized the automation of record
Cleaning.
According to one embodiment of present invention, a kind of processing method of network access record is provided, comprising:
Network access record is chosen as target record, according to the source page field of the target record and its
The purpose uniform resource position mark URL field of its network access record determines comparison record；In the target record and comparison note
In the case that the processing time difference of record is less than first threshold, the target record is washed.
Optionally, the source page of the purpose url field in response to other network access records and the target record
Face field is directed toward the same page, and other network access records are determined as the comparison and are recorded.
Optionally, network access record is divided by multiple set of records ends according to source IP and user agent User Agent,
The target record of the network access record as the set of records ends is chosen from set of records ends.
Optionally, the comparison record is determined in the set of records ends where the target record, the comparison record
Handle processing time of the time earlier than the target record.
Optionally, if there is a plurality of network access record for meeting above-mentioned condition, then processing time gap target is chosen
Record processing the time it is nearest network access record be determined as comparison record.
Optionally, do not have the source page field in response to the target record, will have with the target record
The network access record of same domain name is determined as comparison record.
Optionally, the time difference for deleting the processing time and current time accesses record greater than the network of second threshold.
According to another embodiment of the invention, a kind of processing unit of network access record is provided, comprising: comparison record
Determining module is used as target record for choosing a network access record, according to the source page field of the target record
And the purpose uniform resource position mark URL field of other network access records determines comparison record；Cleaning module is recorded, is used for
In the case where the processing time difference of the target record and comparison record is less than first threshold, the target record is washed.
Optionally, the comparison record determining module in response to the other networks access record purpose url field with
The source page field of the target record is directed toward the same page, and other network access records are determined as the comparison and are remembered
Record.
Optionally, the comparison record determining module, which accesses network according to source IP and user agent User Agent, records
Multiple set of records ends are divided into, the target of the network access record as the set of records ends is chosen from set of records ends
Record.
Optionally, the comparison record determining module determines the comparison in the set of records ends where the target record
Record, the comparison record handle processing time of the time earlier than the target record.
Optionally, the comparison record determining module does not have the source page field in response to the target record,
The network access record with the target record with same domain name is determined as comparison record.
Optionally, the record cleaning module is also used to delete the processing time and the time difference at current time is greater than the
The network of two threshold values accesses record.
According to still another embodiment of the invention, a kind of processing unit of network access record is provided, comprising: memory,
And it is coupled to the processor of the memory, the processor is configured to based on the finger being stored in the memory device
It enables, executes the processing method of the network access record in any of the above-described a embodiment.
Still another embodiment in accordance with the present invention provides a kind of computer readable storage medium, is stored thereon with computer
Program, the program realize the processing method of the access record of the network in any of the above-described a embodiment when being executed by processor.
An advantage of the present invention is that being made based on source page field, url field, domain name and processing time interval
For multiple judgment criteria, it can be accessed in a large amount of networks and identify that click records in record, generally fitted to realize and have
Cleaning function is automatically recorded with property.
Detailed description of the invention
The attached drawing for constituting part of specification describes the embodiment of the present invention, and together with the description for solving
Release the principle of the present invention.
The present invention can be more clearly understood according to following detailed description referring to attached drawing, in which:
Fig. 1 shows the flow chart of one embodiment of the processing method of network access record of the invention.
Fig. 2 shows the flow charts of another embodiment of the processing method of network of the invention access record.
Fig. 3 shows the schematic diagram of another embodiment of the processing method of network access record of the invention.
Fig. 4 shows the structure chart of one embodiment of the processing unit of network access record of the invention.
Fig. 5 shows the structure chart of another embodiment of the processing unit of network access record of the invention.
Specific embodiment
Carry out the various exemplary embodiments of detailed description of the present invention now with reference to attached drawing.It should also be noted that unless in addition having
Body explanation, the unlimited system of component and the positioned opposite of step, numerical expression and the numerical value otherwise illustrated in these embodiments is originally
The range of invention.
Simultaneously, it should be appreciated that for ease of description, the size of various pieces shown in attached drawing is not according to reality
Proportionate relationship draw.
Be to the description only actually of at least one exemplary embodiment below it is illustrative, never as to the present invention
And its application or any restrictions used.
Technology, method and apparatus known to person of ordinary skill in the relevant may be not discussed in detail, but suitable
In the case of, the technology, method and apparatus should be considered as authorizing part of specification.
It is shown here and discuss all examples in, any occurrence should be construed as merely illustratively, without
It is as limitation.Therefore, the other examples of exemplary embodiment can have different values.
It should also be noted that similar label and letter indicate similar terms in following attached drawing, therefore, once a certain Xiang Yi
It is defined in a attached drawing, then in subsequent attached drawing does not need that it is further discussed.
Fig. 1 shows the flow chart of one embodiment of the processing method of network access record of the invention.
As shown in Figure 1, in the step 120, choosing a network access record as target record, according to target record
Source page field and the purpose url field of other networks access record determine comparison record
In one embodiment, it can carry out agreement with real-time reception user uplink http spectroscopy data and unpack to form net
Network access record, and the processing time for network access record setting marker to indicate network access record.
In another embodiment, it is directed toward if there is purpose url field and the source page field of target record same
The network of the page accesses record, and network access record is determined as comparison record.For example, in http protocol headers
The source page link of Referer field mark current page, therefore can use Referer field and obtain target record
Source page.
In yet another embodiment, network address may comprising inquiry string, user name and it is other be related to the data of privacy, because
This some security strategy can forbid browser to carry Referer field in request header, or with only providing the top layer of the website
Location.It in this case can not be by judging that source page determines comparison record.Therefore can will have with target record identical
The network access record of domain name is determined as comparison record.
In step 140, judge whether target record and the processing time difference of comparison record are less than first threshold.
In one embodiment, comparison record be according to source page and URL to determine in the case where, first threshold can
To be the maximum page load time, such as 30 seconds.
In another embodiment, there is the access request that webpage issues automatically successional feature (to ask in time
Ask interval it is extremely short), and user artificially click sending access request have in time discreteness feature (i.e. requesting interval compared with
It is long).Therefore, comparison record be according to domain name to determine in the case where, first threshold can be continuous requesting interval threshold value, example
Such as 500 milliseconds.
If processing time difference is less than first threshold, target record is judged as that click is recorded and cleaned and (is walked
It is rapid 160)；If processing time difference is more than or equal to first threshold, judge that target records (step 180) to click.
Both in above-described embodiment, by comparing the URL of network access record and the source page of target record, or compare
Domain name compares record to determine；And according to click be recorded in processing the time have the characteristics that it is successional, identify click note
Record.To realize the network access record automatic cleaning function with general applicability.
Fig. 2 shows the flow charts of another embodiment of the processing method of network of the invention access record.
As shown in Fig. 2, network is accessed record according to source IP and user agent User Agent and is divided in step 1201
For multiple set of records ends.For example, the network access that multiple access terminals issue is asked in the scene surfed the Internet using wireless access point
Source IP in asking is identical and User Agent is different, therefore identical according to source IP simultaneously and User Agent divides access note
Record, can more accurately distinguish between the access record of different user, to promote the accuracy rate and matching efficiency of record cleaning.
In one embodiment, the network access record in each set is stored in more respectively according to the sequence of processing time
In a queue (for example, it may be fifo queue).Fig. 3 shows one of network access record queue 31, should
Comprising 5 network access records in queue, the processing time is respectively t1-t5, and vertical processing time sequencing is 1-5.
In step 1202, a network access record is chosen from set of records ends and is remembered as the target of the set of records ends
Record.
In step 1203, comparison record is determined in the set of records ends where target record, when comparing the processing of record
Between earlier than target record the processing time.
In one embodiment, for example, choosing network access record 2 is used as target record.Search for network access record team
It is found after column 31, the processing time records 2 earlier than network access and url field is identical as the Referer field of network access record 2
Be recorded as network access record 1.Then determine network access record 1 for comparison record.It is found after being computed, the record processing time
The time difference of t2 and t1 is less than the maximum page load time, then judges that network access record 2 for click record, is cleaned.
After handling network access record 2, network access record 3 can be chosen as new target record.Search
It is found after network access record queue 31, processing time and network access record 3 are closest, and the processing time visits earlier than network
Ask record 3, and the url field network that is recorded as identical with the Referer field of network access record 3 accesses record 1.Then really
Network access record 1 is determined for comparison record.It is found after being computed, the time difference of record processing time t3 and t1 are greater than maximum page
Load time judges network access record 3 then to click record.
In another embodiment, network access record 4 does not have Referer field, then needs to judge by domain name
Whether it is to click record.It is found after search queue 31, the processing time records 4 earlier than network access and domain name is same (
There is network access record 1 and 3 for the record of a.com), then will handle time nearest network access record 3 as a comparison with it
Record.The time interval of t4 and t3 is less than continuous requesting interval threshold value, then judges that network access record 4 records for click, into
Row cleaning.
After handling network access record 4, network access record 5 can be chosen as new target record.Search
It is found after queue 31, being not present in queue 31 has the records of same domain name b.com with network access record 5, therefore can sentence
Circuit network access record 5 records to click.
After the cleaning of above-mentioned record, the cleaning of queue 31 becomes queue 31 ', i.e., is only left to be judged as the net for clicking record
Network access record 1,3 and 5.After cleaning the record in queue 31, it can continue to handle the record in other queues.
In yet another embodiment, the network of second threshold can be greater than with the time difference at delete processing time and current time
Access record.For example, can will handle record of the time before current time 300 seconds in queue is output to file, and from team
These records are removed in column.Processing result can be periodically exported in this way, and it is too long to avoid queue to clear up queue, to promote note
Record cleaning efficiency.
In above-described embodiment, according to the sequencing of processing time, comparison note is determined according to source page and URL or domain name
Record identifies that click records by judgement processing time interval.Realize the automation cleaning of network access record.
Fig. 4 shows the structure chart of one embodiment of the processing unit of network access record of the invention.
The device includes: comparison record determining module 41 and record cleaning module 42.
Comparison record determining module 41 chooses a network access record and is used as target record, according to the source of target record
The purpose url field of page field and other networks access record determines comparison record.
Cleaning module 42 is recorded in the case where the processing time difference of target record and comparison record is less than first threshold, clearly
Wash off target record.
In one embodiment, comparison record determining module 41 can carry out at unpacking to http spectroscopy data is received
Reason parses each attribute, such as Referer field, url field and domain name etc. of the head http and the part body, and determines
The processing time of record.
In another embodiment, target record does not have source page field, then comparing record determining module 41 will be with
There is target record the network access record of same domain name to be determined as comparison record.
In yet another embodiment, network is accessed according to source IP and User Agent and is recorded by comparison record determining module 41
Multiple set of records ends are divided into, target record of the network access record as the set of records ends is chosen from set of records ends.
Comparison record is determined in the set of records ends where target record, compares when handling processing of the time earlier than target record of record
Between.
Cleaning module 42 is recorded in the case where the processing time difference of target record and comparison record is less than first threshold, clearly
Wash off target record.The network that second threshold can be greater than with the time difference at delete processing time and current time accesses record.
In above-described embodiment, the device of the invention is by comparing the URL of network access record and the source page of target record
Face, or compare the two domain name to determine comparison record；And according to click be recorded in processing the time have the characteristics that it is successional, knowledge
It Chu not click record.To realize the network access record automatic cleaning function with general applicability.
Fig. 5 shows the structure chart of another embodiment of the processing unit of network access record of the invention.
As shown in figure 5, the device 50 of the embodiment includes: memory 51 and the processor for being coupled to the memory 51
52, processor 52 is configured as executing in the present invention in any one embodiment based on the instruction being stored in memory 51
The processing method of network access record.
Wherein, memory 51 is such as may include system storage, fixed non-volatile memory medium.System storage
Such as be stored with operating system, application program, Boot loader (Boot Loader), database and other programs etc..
Those skilled in the art should be understood that the embodiment of the present invention can provide as method, system or computer journey
Sequence product.Therefore, complete hardware embodiment, complete software embodiment or combining software and hardware aspects can be used in the present invention
The form of embodiment.Moreover, it wherein includes the calculating of computer usable program code that the present invention, which can be used in one or more,
Machine can use the meter implemented in non-transient storage medium (including but not limited to magnetic disk storage, CD-ROM, optical memory etc.)
The form of calculation machine program product.
So far, processing method, device and the computer that the network according to the invention access record is described in detail can
Read storage medium.In order to avoid covering design of the invention, some details known in the field are not described.Art technology
Personnel as described above, completely it can be appreciated how implementing technical solution disclosed herein.
Method and system of the invention may be achieved in many ways.For example, can by software, hardware, firmware or
Software, hardware, firmware any combination realize method and system of the invention.The said sequence of the step of for the method
Merely to be illustrated, the step of method of the invention, is not limited to sequence described in detail above, special unless otherwise
It does not mentionlet alone bright.In addition, in some embodiments, also the present invention can be embodied as to record program in the recording medium, these programs
Including for realizing machine readable instructions according to the method for the present invention.Thus, the present invention also covers storage for executing basis
The recording medium of the program of method of the invention.
Although some specific embodiments of the invention are described in detail by example, the skill of this field
Art personnel it should be understood that above example merely to being illustrated, the range being not intended to be limiting of the invention.The skill of this field
Art personnel are it should be understood that can without departing from the scope and spirit of the present invention modify to above embodiments.This hair
Bright range is defined by the following claims.
Claims (14)
1. a kind of processing method of network access record, comprising:
A network access record is chosen as target record, according to the source page field of the target record and other nets
The purpose uniform resource position mark URL field of network access record determines comparison record；
In the case where the processing time difference of the target record and comparison record is less than first threshold, the target note is washed
Record.
2. processing method according to claim 1, wherein the determining comparison, which records, includes:
The source page field of purpose url field and the target record in response to other network access records is directed toward same
Other network access records are determined as the comparison and recorded by one page.
3. processing method according to claim 1, wherein described to choose a network access record as target record packet
It includes:
Network access record is divided into multiple set of records ends according to source IP and user agent User Agent, from set of records ends
Choose the target record of the network access record as the set of records ends.
4. processing method according to claim 3, wherein the determining comparison, which records, includes:
Determine comparison record in the set of records ends where the target record, the processing time that the comparison records earlier than
The processing time of the target record.
5. processing method according to claim 1-4, the determining comparison record include:
Do not have the source page field in response to the target record, will there is the net of same domain name with the target record
Network access record is determined as comparison record.
6. processing method according to claim 1-4, further includes:
Network access of the time difference greater than second threshold for deleting the processing time and current time records.
7. a kind of processing unit of network access record, comprising:
Comparison record determining module is used as target record for choosing a network access record, according to the target record
Source page field and the purpose uniform resource position mark URL field of other networks access record determine comparison record；
Cleaning module is recorded, for the case where the processing time difference of the target record and comparison record is less than first threshold
Under, wash the target record.
8. processing unit according to claim 7, wherein the comparison record determining module is in response to other networks
The source page field of the purpose url field and the target record that access record is directed toward the same page, by other networks
Access record is determined as the comparison record.
9. processing unit according to claim 7, wherein the comparison record determining module is according to source IP and user agent
Network access record is divided into multiple set of records ends by User Agent, and a network access record is chosen from set of records ends and is made
For the target record of the set of records ends.
10. processing unit according to claim 9, wherein the comparison record determining module is in the target record institute
Set of records ends in determine comparison record, when handling processing of the time earlier than the target record of the comparison record
Between.
11. according to the described in any item processing units of claim 7-10, wherein the comparison record determining module is in response to institute
Target record is stated without the source page field, there will be the network access record of same domain name true with the target record
It is set to comparison record.
12. according to the described in any item processing units of claim 7-10, wherein the record cleaning module is also used to delete institute
Network access of the time difference greater than second threshold for stating processing time and current time records.
13. a kind of processing unit of network access record, comprising:
Memory；And
It is coupled to the processor of the memory, the processor is configured to based on the finger being stored in the memory device
It enables, executes the processing method such as network of any of claims 1-6 access record.
14. a kind of computer readable storage medium, is stored thereon with computer program, realized such as when which is executed by processor
The processing method of network access record of any of claims 1-6.
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| CN201710608700.2A CN109302297B (en) | 2017-07-25 | 2017-07-25 | Method and device for processing network access record and computer readable storage medium |
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| CN201710608700.2A CN109302297B (en) | 2017-07-25 | 2017-07-25 | Method and device for processing network access record and computer readable storage medium |
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