CN112819349A - Monitoring method, device, equipment and medium applied to data processing - Google Patents
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Abstract
The application provides a monitoring method, a monitoring device, monitoring equipment and a monitoring medium applied to data processing, wherein in the data processing process of batch operation, whether the state of at least one operation link is normal is detected; when the state of the operation link is determined to be abnormal, generating a corresponding alarm short message and an event notification sheet; sending the alarm short message to a first preset terminal; and terminating the batch operation when the type of the alarm short message is determined to be a preset type. The method can monitor the possible abnormal conditions of each link of the batch operation, and timely and accurately inform the technical personnel, so that the technical personnel can timely handle the abnormality, the normal and stable operation of the system is greatly prevented from being influenced due to the fact that the fault is not processed in time, and the reliability of the system is improved.
Description
Technical Field
The present application relates to the field of data processing technologies, and in particular, to a monitoring method, an apparatus, a device, and a medium for data processing.
Background
In order to make the diggings digital economy and boost transformation and upgrade, the digital transformation strategy of the bank becomes a necessary trend. In order to realize digital transformation, on one hand, a new assessment dimension and assessment index system need to be established, and digital construction is comprehensively promoted; on the other hand, deep mining in the fields of payment, passenger obtaining, credit, intelligent investment and wealth management and the like is needed. Therefore, a stable and efficient data processing system is becoming an urgent need.
At present, a bank generally applies a customer data basic system and an index system, and applies data drive to fine operation, data drive to user operation, data drive to internet product operation, data drive to activity operation and data drive to financial product operation. The above-mentioned operation process has some problems in common:
1. the processing time of mass data is long, and the method cannot adapt to the processing of data with high timeliness
2. The discarded dirty data accounts for a large proportion and directly influences the accuracy of the data;
3. the data processing process is lack of monitoring, so that the processing index is unstable.
The above all affect the application, data analysis and data mining of the data processing system. To address the above issues, data analysis and data mining-like systems can handle massive and complex data in a processing mode of batch jobs. The processing modes of batch jobs are generally divided into real-time batches, quasi-real-time asynchronous batches, and daily end-of-day batches, with online small batches driven by online transactions to respond to customer demands in real-time, but more big-data related batches are quasi-real-time asynchronous batches and daily end-of-day batches. The carding complete data processing link comprises five links: the method comprises the steps of source data arrival, source data loading, index processing, result generation and file pushing. Abnormal scenes which may occur in each link include file missing, empty file, file structure change, abnormal termination of batch operation, uneven indexes, operation delay and abnormal pushing. Once the above abnormal conditions occur in the data processing flow, the timeliness is affected slightly, and the data accuracy is affected seriously, so that the deviation of the whole digital guide is caused.
Disclosure of Invention
The present application provides a monitoring method, apparatus, device and medium applied to data processing, aiming at the disadvantages of the existing methods, so as to solve at least one technical problem.
In one aspect, an embodiment of the present application provides a monitoring method applied to data processing, including:
detecting whether the state of at least one operation link is normal or not in the data processing process of batch operation;
when the state of the operation link is determined to be abnormal, generating a corresponding alarm short message and an event notification sheet;
sending the alarm short message to a first preset terminal;
and terminating the batch operation when the type of the alarm short message is determined to be a preset type.
In one embodiment of the present application, the work link includes at least one of: the method comprises a file achieving link, a file content detection link, a file storage link, a file operation link, an index condition detection link, a report updating link and a file pushing link.
In an embodiment of the present application, the detecting whether the state of the at least one operation link is normal includes: detecting whether a preset file arrives or not in the file arrival link;
when the abnormal state of the operation link is determined, generating a corresponding alarm short message and an event notice, wherein the steps comprise: and when the preset file is determined not to arrive, generating alarm information and an event notice aiming at the file arrival link of the operation link.
In an embodiment of the present application, the detecting whether the state of the at least one operation link is normal includes: in the file content detection link, detecting whether a preset file is an empty file;
when the abnormal state of the operation link is determined, generating a corresponding alarm short message and an event notice, wherein the steps comprise: and when the preset file is determined to be an empty file, generating alarm information and an event notice aiming at the file content detection link of the operation link.
In an embodiment of the present application, the detecting whether the state of the at least one operation link is normal includes: in the file warehousing link, detecting whether warehousing records of preset files are normal;
when the abnormal state of the operation link is determined, generating a corresponding alarm short message and an event notice, wherein the steps comprise: and when the warehousing record of the preset file is determined to be abnormal, generating alarm information and an event notice aiming at the file warehousing link of the operation link.
In an embodiment of the present application, the detecting whether the state of the at least one operation link is normal includes: in the file operation link, detecting whether the operation condition of a preset file is normal;
when the abnormal state of the operation link is determined, generating a corresponding alarm short message and an event notice, wherein the steps comprise: and when the operation condition of the preset file is determined to be abnormal, generating alarm information and an event notice aiming at the file operation link of the operation link.
In an embodiment of the present application, the detecting whether the state of the at least one operation link is normal includes: in the index condition detection link, detecting whether the preset indexes of the preset file are balanced;
when the abnormal state of the operation link is determined, generating a corresponding alarm short message and an event notice, wherein the steps comprise: and when the preset indexes of the preset files are determined to be unbalanced, generating alarm information and an event notice aiming at the index condition detection link of the operation link.
In an embodiment of the present application, the detecting whether the state of the at least one operation link is normal includes: in the report updating link, detecting whether the report updating progress of a preset file is delayed or not;
when the abnormal state of the operation link is determined, generating a corresponding alarm short message and an event notice, wherein the steps comprise: and when the report updating progress delay of the preset file is determined, generating alarm information and an event notice aiming at the report updating link of the preset file.
In an embodiment of the present application, the detecting whether the state of the at least one operation link is normal includes: in the file pushing link, detecting whether a preset file is successfully pushed or not;
when the abnormal state of the operation link is determined, generating a corresponding alarm short message and an event notice, wherein the steps comprise: and when the preset file is determined not to be pushed successfully, generating alarm information and an event notice aiming at the file pushing link of the preset file.
In an embodiment of the application, the terminating the batch job when determining that the type of the warning short message is a preset type includes:
and terminating the batch operation when the alarm short message is determined to be the alarm information aiming at the file storage link or the alarm short message is determined to be the alarm information aiming at the index condition detection link.
In an embodiment of the present application, after terminating the batch job, the monitoring method further includes:
changing a preset event notice into a preset state in response to a first setting operation of the preset event notice by a user; the preset event notice is the event notice corresponding to the operation link causing the batch operation to be terminated.
And after the preset event notice is determined to be in a preset state, continuing to execute the data processing process of the batch operation.
In an embodiment of the present application, the monitoring method further includes:
updating the information and the state of the event tracking list in response to the registration operation of a user on the event tracking list; and when the state of the event tracking list is changed, sending a notice to a second preset terminal.
In an embodiment of the present application, the monitoring method further includes: and recording the polling information registered by the user at the key time point to generate a manual polling list.
On the other hand, the embodiment of the application provides a monitoring device applied to data processing, and the monitoring device comprises an abnormality detection module, a prompt information generation module, an information sending module and an operation termination module;
the abnormality detection module is used for detecting whether the state of at least one operation link is normal or not in the data processing process of batch operation;
the prompt information generation module is used for generating corresponding alarm short messages and event notification sheets when the abnormal state of the operation link is determined;
the information sending module is used for sending the alarm short message to a first preset terminal;
and the operation termination module is used for terminating the batch operation when determining that the type of the alarm short message is a preset type.
In one embodiment of the present application, the work link includes at least one of: the method comprises a file achieving link, a file content detection link, a file storage link, a file operation link, an index condition detection link, a report updating link and a file pushing link.
In an embodiment of the application, the anomaly detection module is configured to detect whether a preset file arrives at a file arrival link;
and the prompt information generation module is used for generating alarm information and an event notice aiming at the file arrival link of the operation link when the preset file is determined not to arrive.
In an embodiment of the present application, the anomaly detection module is configured to detect whether a preset file is an empty file in the file content detection link;
and the prompt information generation module is used for generating alarm information and an event notice aiming at the file content detection link of the operation link when the preset file is determined to be an empty file.
In an embodiment of the application, the anomaly detection module is configured to detect whether a warehousing record of a preset file is normal in the file warehousing link;
and the prompt information generation module is used for generating alarm information and an event notice aiming at the file warehousing link of the operation link when the warehousing record of the preset file is determined to be abnormal.
In an embodiment of the application, the anomaly detection module is configured to detect whether an operation condition of a preset file is normal in the file operation link;
the prompt information generation module is used for generating alarm information and an event notice aiming at the file operation link of the operation link when the operation condition of the preset file is determined to be abnormal.
In an embodiment of the present application, the anomaly detection module is configured to detect whether a preset index of a preset file is balanced in the index condition detection link;
the prompt information generation module is used for generating alarm information and an event notice aiming at the index condition detection link of the operation link when the preset indexes of the preset file are determined to be unbalanced.
In an embodiment of the application, the anomaly detection module is configured to detect whether a report updating progress of a preset file is delayed in the report updating process;
the prompt information generation module is used for generating alarm information and an event notice aiming at the report updating link of the preset file when the report updating progress delay of the preset file is determined.
In an embodiment of the application, the anomaly detection module is configured to detect whether a preset file is successfully pushed in the file pushing link;
the prompt information generation module is used for generating alarm information and an event notification sheet aiming at the file pushing link of the preset file when the preset file is determined not to be pushed successfully.
In an embodiment of the application, the operation termination module is configured to terminate the batch operation when the warning short message is determined to be the warning information in the file storage link or when the warning short message is determined to be the warning information in the index condition detection link.
In an embodiment of the present application, the monitoring apparatus applied to data processing further includes an operation restart module; the job restarting module is used for responding to a first setting operation of a preset event notice of a user and changing the preset event notice into a preset state; the preset event notice is an event notice corresponding to a job link causing the termination of the batch job; and after the preset event notice is determined to be in a preset state, continuing to execute the data processing process of the batch operation.
In one embodiment of the present application, the monitoring apparatus applied to data processing further includes a tracking list updating module; the tracking list updating module is used for responding to the registration operation of a user on the event tracking list and updating the information and the state of the event tracking list; and when the state of the event tracking list is changed, sending a notice to a second preset terminal.
In an embodiment of the present application, the monitoring device applied to data processing further includes a patrol checking registration module; the polling registration module is used for recording polling information registered by a user at a key time point and generating a manual polling list.
In another aspect, an embodiment of the present application provides an electronic device, which includes a memory and a processor, where the processor is communicatively connected to the memory;
the memory stores a computer program which, when executed by the processor, implements the above-described monitoring method applied to data processing.
In another aspect, an embodiment of the present application provides a computer-readable storage medium, where a computer program is stored on the storage medium, and when the computer program is executed by a processor, the monitoring method applied to data processing is implemented.
The technical scheme provided by the embodiment of the application at least has the following beneficial effects:
the monitoring method, the monitoring device, the monitoring equipment and the monitoring medium applied to data processing, which are provided by the embodiment of the application, can monitor the abnormal conditions possibly occurring in each link of batch operation, and timely and accurately inform technicians, so that the technicians can timely handle the abnormal conditions, the influence on the normal and stable operation of a system due to the fact that fault handling is not timely is greatly avoided, and the reliability of the system is favorably improved.
In addition, the running and pulling functions of the operation can be processed in a linkage mode through the event tracking list, and operation and maintenance pressure can be reduced.
Additional aspects and advantages of the present application will be set forth in part in the description which follows and, in part, will be obvious from the description, or may be learned by practice of the present application.
Drawings
The foregoing and/or additional aspects and advantages of the present application will become apparent and readily appreciated from the following description of the embodiments, taken in conjunction with the accompanying drawings of which:
fig. 1 is a schematic flowchart of a monitoring method applied to data processing according to an embodiment of the present disclosure;
fig. 2 is a schematic block diagram of a monitoring device applied to data processing according to an embodiment of the present disclosure;
fig. 3 is a schematic view of an electronic device according to an embodiment of the present application.
Detailed Description
Reference will now be made in detail to the present application, examples of which are illustrated in the accompanying drawings, wherein like reference numerals refer to the same or similar parts or parts having the same or similar functions throughout. In addition, if a detailed description of the known art is not necessary for illustrating the features of the present application, it is omitted. The embodiments described below with reference to the drawings are exemplary only for the purpose of explaining the present application and are not to be construed as limiting the present application.
It will be understood by those within the art that, unless otherwise defined, all terms (including technical and scientific terms) used herein have the same meaning as commonly understood by one of ordinary skill in the art to which this application belongs. It will be further understood that terms, such as those defined in commonly used dictionaries, should be interpreted as having a meaning that is consistent with their meaning in the context of the prior art and will not be interpreted in an idealized or overly formal sense unless expressly so defined herein.
As used herein, the singular forms "a", "an", "the" and "the" are intended to include the plural forms as well, unless the context clearly indicates otherwise. It will be further understood that the terms "comprises" and/or "comprising," when used in this specification, specify the presence of stated features, integers, steps, operations, elements, and/or components, but do not preclude the presence or addition of one or more other features, integers, steps, operations, elements, components, and/or groups thereof. It will be understood that when an element is referred to as being "connected" or "coupled" to another element, it can be directly connected or coupled to the other element or intervening elements may also be present. Further, "connected" or "coupled" as used herein may include wirelessly connected or wirelessly coupled. As used herein, the term "and/or" includes all or any element and all combinations of one or more of the associated listed items.
The following describes a monitoring method applied to data processing, taking an execution subject as a terminal device as an example. Fig. 1 is a schematic flow chart of a monitoring method applied to data processing according to an embodiment of the present application, as shown in fig. 1, including the following steps:
s110: and detecting whether the state of at least one operation link is normal or not in the data processing process of batch operation.
In one embodiment of the present application, the work link includes at least one of: the method comprises a file achieving link, a file content detection link, a file storage link, a file operation link, an index condition detection link, a report updating link and a file pushing link.
S120: and generating a corresponding alarm short message and an event notification sheet when the state of the operation link is determined to be abnormal.
In an embodiment of the present application, the detecting whether the state of the at least one operation link is normal includes: detecting whether a preset file arrives or not in the file arrival link;
when the abnormal state of the operation link is determined, generating a corresponding alarm short message and an event notice, wherein the steps comprise: and when the preset file is determined not to arrive, generating alarm information and an event notice aiming at the file arrival link of the operation link.
In an embodiment of the present application, the detecting whether the state of the at least one operation link is normal includes: in the file content detection link, detecting whether a preset file is an empty file;
when the abnormal state of the operation link is determined, generating a corresponding alarm short message and an event notice, wherein the steps comprise: and when the preset file is determined to be an empty file, generating alarm information and an event notice aiming at the file content detection link of the operation link.
In an embodiment of the present application, the detecting whether the state of the at least one operation link is normal includes: in the file warehousing link, detecting whether warehousing records of preset files are normal;
when the abnormal state of the operation link is determined, generating a corresponding alarm short message and an event notice, wherein the steps comprise: and when the warehousing record of the preset file is determined to be abnormal, generating alarm information and an event notice aiming at the file warehousing link of the operation link.
In an embodiment of the present application, the detecting whether the state of the at least one operation link is normal includes: in the file operation link, detecting whether the operation condition of a preset file is normal;
when the abnormal state of the operation link is determined, generating a corresponding alarm short message and an event notice, wherein the steps comprise: and when the operation condition of the preset file is determined to be abnormal, generating alarm information and an event notice aiming at the file operation link of the operation link.
In an embodiment of the present application, the detecting whether the state of the at least one operation link is normal includes: in the index condition detection link, detecting whether the preset indexes of the preset file are balanced;
when the abnormal state of the operation link is determined, generating a corresponding alarm short message and an event notice, wherein the steps comprise: and when the preset indexes of the preset files are determined to be unbalanced, generating alarm information and an event notice aiming at the index condition detection link of the operation link.
Optionally, in the index condition detection link, the service check may be triggered, so that the service mailbox is sent to notify service personnel of the check.
In an embodiment of the present application, the detecting whether the state of the at least one operation link is normal includes: in the report updating link, detecting whether the report updating progress of a preset file is delayed or not;
when the abnormal state of the operation link is determined, generating a corresponding alarm short message and an event notice, wherein the steps comprise: and when the report updating progress delay of the preset file is determined, generating alarm information and an event notice aiming at the report updating link of the preset file.
In an embodiment of the present application, the detecting whether the state of the at least one operation link is normal includes: in the file pushing link, detecting whether a preset file is successfully pushed or not;
when the abnormal state of the operation link is determined, generating a corresponding alarm short message and an event notice, wherein the steps comprise: and when the preset file is determined not to be pushed successfully, generating alarm information and an event notice aiming at the file pushing link of the preset file.
S130: and sending the alarm short message to a first preset terminal.
The first preset terminal may be a terminal of a technician related to the project group, and after receiving the notification of the warning short message, the technician may log in the operation and maintenance system to check the corresponding event tracking list. The technician can send and record the processing process information and the processing result information of the abnormal state of the operation link in the event tracking list until the event tracking list is closed.
S140: and terminating the batch operation when the type of the alarm short message is determined to be a preset type.
The types of the alarm short messages are divided into main alarms and secondary alarms, and the types of the alarm short messages can be determined according to different objects to which the alarm short messages aim. In the embodiment of the application, the alarm short message aiming at the file storage link or the index condition detection link is used as a main alarm; and taking the alarm short messages aiming at a file reaching link, a file content detection link, a file operation link, a report updating link and a file pushing link as secondary alarms.
In an embodiment of the application, the terminating the batch job when determining that the type of the warning short message is a preset type includes: and terminating the batch operation when the alarm short message is determined to be the alarm information aiming at the file storage link or the alarm short message is determined to be the alarm information aiming at the index condition detection link.
It should be noted that the primary alarm directly terminates the batch operation, and the secondary alarm does not terminate the batch operation. Specifically, in the data processing process of batch operation, when the file reaches the link, the file content detection link, the file operation link, the report updating link or the file pushing link is abnormal, the batch operation can be continuously checked or automatically restarted; and when the file warehousing link or the index condition detection link is abnormal, interrupting the batch tasks and forcing technical personnel to check.
The method can monitor the possible abnormal conditions of each link of the batch operation, and timely and accurately inform the technical personnel, so that the technical personnel can timely handle the abnormality, the normal and stable operation of the system is greatly prevented from being influenced due to the fact that the fault is not processed in time, and the reliability of the system is improved.
In an embodiment of the present application, after terminating the batch job, the monitoring method further includes: changing a preset event notice into a preset state in response to a first setting operation of the preset event notice by a user; the preset event notice is an event notice corresponding to a job link causing the termination of the batch job; and after the preset event notice is determined to be in a preset state, continuing to execute the data processing process of the batch operation.
The preset states may include a false positive state and a rerun state. A technician checks and processes the event tracking list, and if the technician sets the state of the event tracking list to be a false alarm state, the technician automatically stops the task of the last batch operation and continues to execute the batch operation; and if the technician sets the event tracking list state as the re-running state, automatically starting the running batch master control and re-executing batch operation. The running and pulling functions of the operation can be processed by linkage of the event tracking sheets, so that the operation and maintenance pressure can be reduced.
In an embodiment of the present application, the monitoring method further includes: updating the information and the state of the event tracking list in response to the registration operation of a user on the event tracking list; and when the state of the event tracking list is changed, sending a notice to a second preset terminal.
As indicated previously, the first predetermined terminal is a terminal of a technician associated with the project group. Here, the second preset terminal is a terminal of the other member of the project group. After receiving the notification of the alarm short message, a technician can log in the operation and maintenance system to check the corresponding event tracking list, and sends and records the processing process information and the processing result information of the abnormal state of the operation link in the event tracking list. And sending related notifications to terminals of other project group members, group leaders and other personnel in the project group at nodes of event tracking list establishment, record of processing process information, record of processing results, abnormal processing timeout aiming at the operation link and the like.
In an embodiment of the present application, the monitoring method further includes: and recording the polling information registered by the user at the key time point to generate a manual polling list.
The key time points can be the time points at the end of the month, at the end of the quarter and at the end of the year. There is the manual work to patrol and examine at key point to the manual work of record is patrolled and examined the list, and it generates and preserves the flow and can include to patrol and examine single flow: technical inspection, inspection list registration, inspection list rechecking and inspection list warehousing.
The following describes a specific process of the monitoring method applied to data processing, where the process includes the following steps:
s201: and detecting whether a preset file arrives or not in the file arrival link.
In step S201, when it is determined that the preset file does not arrive, generating alarm information and an event notification sheet for a file arrival link of the job link; and when the preset file is determined to arrive, continuing to execute the step S202.
S202: and in the file content detection link, detecting whether a preset file is an empty file.
In step S202, when it is determined that the preset file is an empty file, generating an alarm message and an event notification sheet for a file content detection link of the job link, and sending an alarm short message to a first preset terminal; and executing the step S203 when determining that the preset file is not an empty file.
S203: and in the file warehousing link, detecting whether warehousing records of preset files are normal.
In step S203, when it is determined that the warehousing record of the preset file is abnormal, generating an alarm message and an event notification for the file warehousing link of the operation link, sending an alarm short message to a first preset terminal, terminating the batch operation, and then executing step S208.
In step S203, when it is determined that the warehousing record of the preset file is normal, step S204 is executed.
S204: and in the file operation link, detecting whether the operation condition of the preset file is normal.
In step S204, when it is determined that the running condition of the preset file is abnormal, generating an alarm message and an event notification form for the file running link of the job link, and sending an alarm short message to a first preset terminal; and when the running condition of the preset file is determined to be normal, executing step S205.
S205: and in the index condition detection link, detecting whether the preset indexes of the preset file are balanced.
In step S205, when it is determined that the preset index of the preset file is not balanced, an alarm message and an event notification form for the index condition detection link of the operation link are generated, an alarm short message is sent to a first preset terminal, the batch operation is terminated, and then step S208 is executed. In step S205, when the preset index of the preset file is determined to be balanced, step S206 is executed.
S206: and in the report updating link, detecting whether the report updating progress of the preset file is delayed.
In step S206, when it is determined that the report updating progress of the preset file is delayed, generating an alarm message and an event notification sheet for a report updating link of the preset file, and sending an alarm short message to a first preset terminal; and executing the step S207 when the report updating progress of the preset file is determined to be delayed.
S207: and in the file pushing link, detecting whether the preset file is successfully pushed.
In step S207, when it is determined that the preset file is not successfully pushed, an alarm message and an event notification form for a file pushing link of the preset file are generated, and an alarm short message is sent to a first preset terminal.
S208: the method comprises the steps of responding to a first setting operation of a preset event notice of a user, and changing the preset event notice into a preset state.
S209: and after the preset event notice is determined to be in a preset state, continuing to execute the data processing process of the batch operation.
After sending the alarm short message, updating the information and the state of the event tracking list in response to the registration operation of the user on the event tracking list; and when the state of the event tracking list is changed, sending a notice to a second preset terminal.
Based on the same inventive concept, the embodiment of the present application further provides a monitoring device applied to data processing, as shown in fig. 2, the monitoring device applied to data processing includes an abnormality detection module 301, a prompt information generation module 302, an information sending module 303, and a job termination module 304.
The anomaly detection module 301 is configured to detect whether a state of at least one operation link is normal in a data processing process of batch operations.
The prompt information generating module 302 is configured to generate a corresponding warning short message and an event notification sheet when it is determined that the state of the operation link is abnormal.
The information sending module 303 is configured to send the warning short message to a first preset terminal.
The job termination module 304 is configured to terminate the batch job when determining that the type of the alert short message is a preset type.
In one embodiment of the present application, the work link includes at least one of: the method comprises a file achieving link, a file content detection link, a file storage link, a file operation link, an index condition detection link, a report updating link and a file pushing link.
In an embodiment of the present application, the anomaly detection module 301 is configured to detect whether a preset file arrives at the file arrival link;
the prompt information generating module 302 is configured to generate alarm information and an event notification sheet for a file arrival link of the operation link when it is determined that the preset file does not arrive.
In an embodiment of the present application, the anomaly detection module 301 is configured to detect whether a preset file is an empty file in the file content detection step;
the prompt information generating module 302 is configured to generate alarm information and an event notification form for a file content detection link of the operation link when it is determined that the preset file is an empty file.
In an embodiment of the present application, the anomaly detection module 301 is configured to detect whether a warehousing record of a preset file is normal in the file warehousing link;
the prompt information generating module 302 is configured to generate alarm information and an event notification note for a file warehousing link of the operation link when it is determined that the warehousing record of the preset file is abnormal.
In an embodiment of the present application, the anomaly detection module 301 is configured to detect whether an operation condition of a preset file is normal in the file operation link;
the prompt information generating module 302 is configured to generate an alarm information and an event notification for a file operation link of the operation link when it is determined that the operation condition of the preset file is abnormal.
In an embodiment of the present application, the anomaly detection module 301 is configured to detect whether a preset index of a preset file is balanced in the index condition detection step;
the prompt information generating module 302 is configured to generate an alarm information and an event notification for an index condition detection link of the operation link when it is determined that a preset index of the preset file is unbalanced.
In an embodiment of the present application, the anomaly detection module 301 is configured to detect whether a report updating progress of a preset file is delayed in the report updating process;
the prompt information generating module 302 is configured to generate alarm information and an event notification for a report updating procedure of the preset file when it is determined that the report updating progress of the preset file is delayed.
In an embodiment of the present application, the anomaly detection module 301 is configured to detect whether a preset file is successfully pushed in the file pushing link;
the prompt information generating module 302 is configured to generate an alarm information and an event notification for a file pushing link of the preset file when it is determined that the preset file is not successfully pushed.
In an embodiment of the present application, the operation termination module 304 is configured to terminate the batch operation when the warning short message is determined to be the warning information of the file storage link or when the warning short message is determined to be the warning information of the index condition detection link.
In one embodiment of the present application, the monitoring apparatus applied to data processing further includes a job restart module 305; the job restarting module 305 is configured to change a preset event notice to a preset state in response to a first setting operation of the preset event notice by a user; the preset event notice is an event notice corresponding to a job link causing the termination of the batch job; and after the preset event notice is determined to be in a preset state, continuing to execute the data processing process of the batch operation.
In one embodiment of the present application, the monitoring device applied to data processing further includes a tracking order update module 306; the tracking list updating module 306 is used for responding to the registration operation of the user on the event tracking list, and updating the information and the state of the event tracking list; and when the state of the event tracking list is changed, sending a notice to a second preset terminal.
In one embodiment of the present application, the monitoring device applied to data processing further includes an inspection registration module 307; the polling registration module 307 is used for recording polling information registered by the user at a key time point and generating a manual polling list.
The monitoring device applied to data processing provided by the embodiment of the application can monitor abnormal conditions possibly occurring in each link of batch operation, timely and accurately informs technicians, so that the technicians can timely handle the abnormal conditions, the normal and stable operation of a system is greatly prevented from being influenced due to untimely fault handling, and the reliability of the system is favorably improved.
In addition, the running and pulling functions of the operation can be processed in a linkage mode through the event tracking list, and operation and maintenance pressure can be reduced.
The monitoring device applied to data processing provided by the embodiment of the present application has the same inventive concept as the previous embodiments, and the content not shown in detail in the monitoring device applied to data processing may refer to the previous embodiments, and is not described herein again.
Based on the same inventive concept, an electronic device is further provided in the embodiments of the present application, as shown in fig. 3, the electronic device includes a memory 403 and a processor 401, and the processor 401 is communicatively connected to the memory 403; the memory stores a computer program which, when executed by the processor, implements the above-described monitoring method applied to data processing.
Alternatively, the processor 401 and the memory 403 may be connected by a bus 402. Optionally, the electronic device may further include a transceiver 404. It should be noted that the transceiver 404 is not limited to one in practical application, and the structure of the electronic device is not limited to the embodiment of the present application.
The processor 401 is applied to the embodiment of the present application, and is configured to implement the method shown in the above method embodiment. The transceiver 404 may include a receiver and a transmitter, and the transceiver 404 is applied in the embodiment of the present application and is used for implementing the function of the electronic device of the embodiment of the present application to communicate with other devices when executed.
The Processor 401 may be a CPU (Central Processing Unit), a general purpose Processor, a DSP (Digital Signal Processor), an ASIC (Application Specific Integrated Circuit), an FPGA (Field Programmable Gate Array) or other Programmable logic device, a transistor logic device, a hardware component, or any combination thereof. Which may implement or perform the various illustrative logical blocks, modules, and circuits described in connection with the disclosure. The processor 401 may also be a combination of computing functions, e.g., comprising one or more microprocessors, a combination of a DSP and a microprocessor, or the like.
The Memory 403 may be a ROM (Read Only Memory) or other type of static storage device that can store static information and instructions, a RAM (Random Access Memory) or other type of dynamic storage device that can store information and instructions, an EEPROM (Electrically Erasable Programmable Read Only Memory), a CD-ROM (Compact Disc Read Only Memory) or other optical Disc storage, optical Disc storage (including Compact Disc, laser Disc, optical Disc, digital versatile Disc, blu-ray Disc, etc.), a magnetic Disc storage medium or other magnetic storage device, or any other medium that can be used to carry or store a desired computer program in the form of instructions or data structures and that can be accessed by a computer, but is not limited to these.
The electronic device provided by the embodiment of the present application has the same inventive concept as the foregoing embodiments, and the details that are not shown in detail in the electronic device may refer to the foregoing embodiments, and are not described herein again.
Based on the same inventive concept, an embodiment of the present application further provides a computer-readable storage medium, where the storage medium stores a computer program, and when the computer program is executed by a processor, the monitoring method applied to data processing is implemented.
The computer-readable storage medium provided in the embodiments of the present application has the same inventive concept as the foregoing embodiments, and the contents that are not shown in detail in the computer-readable storage medium may refer to the foregoing embodiments, and are not described herein again.
While the process flows described above include operations that occur in a particular order, it should be appreciated that the processes may include more or less operations that are performed sequentially or in parallel (e.g., using parallel processors or a multi-threaded environment).
The present application is described with reference to flowchart illustrations and/or block diagrams of methods, apparatus (systems), and computer program products according to embodiments of the specification. It will be understood that each flow and/or block of the flow diagrams and/or block diagrams, and combinations of flows and/or blocks in the flow diagrams and/or block diagrams, can be implemented by computer program instructions. These computer program instructions may be provided to a processor of a general purpose computer, special purpose computer, embedded processor, or other programmable data processing apparatus to produce a machine, such that the instructions, which execute via the processor of the computer or other programmable data processing apparatus, create means for implementing the functions specified in the flowchart flow or flows and/or block diagram block or blocks.
These computer program instructions may also be stored in a computer-readable memory that can direct a computer or other programmable data processing apparatus to function in a particular manner, such that the instructions stored in the computer-readable memory produce an article of manufacture including instruction means which implement the function specified in the flowchart flow or flows and/or block diagram block or blocks.
These computer program instructions may also be loaded onto a computer or other programmable data processing apparatus to cause a series of operational steps to be performed on the computer or other programmable apparatus to produce a computer implemented process such that the instructions which execute on the computer or other programmable apparatus provide steps for implementing the functions specified in the flowchart flow or flows and/or block diagram block or blocks.
The memory may include forms of volatile memory in a computer readable medium, Random Access Memory (RAM) and/or non-volatile memory, such as Read Only Memory (ROM) or flash memory (flash RAM). Memory is an example of a computer-readable medium.
Computer-readable media, including both non-transitory and non-transitory, removable and non-removable media, may implement information storage by any method or technology. The information may be computer readable instructions, data structures, program modules or other data. Examples of computer storage media include, but are not limited to, phase change memory (PRAM), Static Random Access Memory (SRAM), Dynamic Random Access Memory (DRAM), other types of Random Access Memory (RAM), Read Only Memory (ROM), Electrically Erasable Programmable Read Only Memory (EEPROM), flash memory or other memory technology, compact disc read only memory (CD-ROM), Digital Versatile Discs (DVD) or other optical storage, magnetic cassettes, magnetic tape magnetic disk storage or other magnetic storage devices, or any other non-transmission medium which can be used to store information that can be accessed by a computer device. As defined herein, a computer readable medium does not include a transitory computer readable medium such as a modulated data signal and a carrier wave.
As will be appreciated by one skilled in the art, embodiments of the present description may be provided as a method, system, or computer program product. Accordingly, embodiments of the present description may take the form of an entirely hardware embodiment, an entirely software embodiment or an embodiment combining software and hardware aspects. Furthermore, embodiments of the present description may take the form of a computer program product embodied on one or more computer-usable storage media (including, but not limited to, disk storage, CD-ROM, optical storage, and so forth) having computer-usable program code embodied therein. The embodiments of this specification may be described in the general context of computer-executable instructions, such as program modules, being executed by a computer. Generally, program modules include routines, programs, objects, components, data structures, etc. that perform particular tasks or implement particular abstract data types. The described embodiments may also be practiced in distributed computing environments where tasks are performed by remote processing devices that are linked through a communications network. In a distributed computing environment, program modules may be located in both local and remote computer storage media including memory storage devices.
The embodiments in the present specification are described in a progressive manner, and the same and similar parts among the embodiments are referred to each other, and each embodiment focuses on the differences from the other embodiments. In particular, for the system embodiment, since it is substantially similar to the method embodiment, the description is simple, and for the relevant points, reference may be made to the partial description of the method embodiment. In the description herein, references to the description of the term "one embodiment," "some embodiments," "an example," "a specific example," or "some examples," etc., mean that a particular feature, structure, material, or characteristic described in connection with the embodiment or example is included in at least one embodiment or example of an embodiment of the specification. In this specification, the schematic representations of the terms used above are not necessarily intended to refer to the same embodiment or example. Furthermore, the particular features, structures, materials, or characteristics described may be combined in any suitable manner in any one or more embodiments or examples. Furthermore, various embodiments or examples and features of different embodiments or examples described in this specification can be combined and combined by one skilled in the art without contradiction.
The above are merely examples of the present application and are not intended to limit the present application. Various modifications and changes may occur to those skilled in the art. Any modification, equivalent replacement, improvement, etc. made within the spirit and principle of the present application should be included in the scope of the claims of the present application.
Claims (16)
1. A monitoring method applied to data processing is characterized by comprising the following steps:
detecting whether the state of at least one operation link is normal or not in the data processing process of batch operation;
when the state of the operation link is determined to be abnormal, generating a corresponding alarm short message and an event notification sheet;
sending the alarm short message to a first preset terminal;
and terminating the batch operation when the type of the alarm short message is determined to be a preset type.
2. The monitoring method applied to data processing according to claim 1,
the operation link comprises at least one of the following: the method comprises a file achieving link, a file content detection link, a file storage link, a file operation link, an index condition detection link, a report updating link and a file pushing link.
3. The monitoring method applied to data processing according to claim 2,
the detecting whether the state of at least one operation link is normal comprises the following steps: detecting whether a preset file arrives or not in the file arrival link;
when the abnormal state of the operation link is determined, generating a corresponding alarm short message and an event notice, wherein the steps comprise: and when the preset file is determined not to arrive, generating alarm information and an event notice aiming at the file arrival link of the operation link.
4. The monitoring method applied to data processing according to claim 2,
the detecting whether the state of at least one operation link is normal comprises the following steps: in the file content detection link, detecting whether a preset file is an empty file;
when the abnormal state of the operation link is determined, generating a corresponding alarm short message and an event notice, wherein the steps comprise: and when the preset file is determined to be an empty file, generating alarm information and an event notice aiming at the file content detection link of the operation link.
5. The monitoring method applied to data processing according to claim 2,
the detecting whether the state of at least one operation link is normal comprises the following steps: in the file warehousing link, detecting whether warehousing records of preset files are normal;
when the abnormal state of the operation link is determined, generating a corresponding alarm short message and an event notice, wherein the steps comprise: and when the warehousing record of the preset file is determined to be abnormal, generating alarm information and an event notice aiming at the file warehousing link of the operation link.
6. The monitoring method applied to data processing according to claim 2,
the detecting whether the state of at least one operation link is normal comprises the following steps: in the file operation link, detecting whether the operation condition of a preset file is normal;
when the abnormal state of the operation link is determined, generating a corresponding alarm short message and an event notice, wherein the steps comprise: and when the operation condition of the preset file is determined to be abnormal, generating alarm information and an event notice aiming at the file operation link of the operation link.
7. The monitoring method applied to data processing according to claim 2,
the detecting whether the state of at least one operation link is normal comprises the following steps: in the index condition detection link, detecting whether the preset indexes of the preset file are balanced;
when the abnormal state of the operation link is determined, generating a corresponding alarm short message and an event notice, wherein the steps comprise: and when the preset indexes of the preset files are determined to be unbalanced, generating alarm information and an event notice aiming at the index condition detection link of the operation link.
8. The monitoring method applied to data processing according to claim 2,
the detecting whether the state of at least one operation link is normal comprises the following steps: in the report updating link, detecting whether the report updating progress of a preset file is delayed or not;
when the abnormal state of the operation link is determined, generating a corresponding alarm short message and an event notice, wherein the steps comprise: and when the report updating progress delay of the preset file is determined, generating alarm information and an event notice aiming at the report updating link of the preset file.
9. The monitoring method applied to data processing according to claim 2,
the detecting whether the state of at least one operation link is normal comprises the following steps: in the file pushing link, detecting whether a preset file is successfully pushed or not;
when the abnormal state of the operation link is determined, generating a corresponding alarm short message and an event notice, wherein the steps comprise: and when the preset file is determined not to be pushed successfully, generating alarm information and an event notice aiming at the file pushing link of the preset file.
10. The monitoring method applied to data processing according to claim 2, wherein the terminating the batch operation when determining that the type of the warning short message is a preset type comprises:
and terminating the batch operation when the alarm short message is determined to be the alarm information aiming at the file storage link or the alarm short message is determined to be the alarm information aiming at the index condition detection link.
11. The monitoring method applied to data processing according to claim 10, wherein after the terminating the batch job, the monitoring method further comprises:
changing a preset event notice into a preset state in response to a first setting operation of the preset event notice by a user; the preset event notice is the event notice corresponding to the operation link causing the batch operation to be terminated.
And after the preset event notice is determined to be in a preset state, continuing to execute the data processing process of the batch operation.
12. The monitoring method applied to data processing according to claim 2, further comprising:
updating the information and the state of the event tracking list in response to the registration operation of a user on the event tracking list; and when the state of the event tracking list is changed, sending a notice to a second preset terminal.
13. The monitoring method applied to data processing according to claim 2, further comprising: and recording the polling information registered by the user at the key time point to generate a manual polling list.
14. A monitoring device for data processing, comprising:
the abnormality detection module is used for detecting whether the state of at least one operation link is normal or not in the data processing process of batch operation;
the prompt information generation module is used for generating a corresponding alarm short message and an event notification sheet when the abnormal state of the operation link is determined;
the information sending module is used for sending the alarm short message to a first preset terminal;
and the operation termination module is used for terminating the batch operation when the type of the alarm short message is determined to be a preset type.
15. An electronic device comprising a memory and a processor, the processor communicatively coupled to the memory;
the memory stores a computer program which, when executed by the processor, implements the monitoring method as claimed in any one of claims 1 to 13 for data processing.
16. A computer-readable storage medium, characterized in that the storage medium has stored thereon a computer program which, when being executed by a processor, carries out a monitoring method for data processing as claimed in any one of claims 1 to 13.
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