Detailed Description
Exemplary embodiments of the present disclosure will be described in more detail below with reference to the accompanying drawings. While exemplary embodiments of the present disclosure are shown in the drawings, it should be understood that the present disclosure may be embodied in various forms and should not be limited to the embodiments set forth herein. Rather, these embodiments are provided so that this disclosure will be thorough and complete, and will fully convey the scope of the disclosure to those skilled in the art.
An embodiment of the present invention provides an asset data management method, as shown in fig. 1, the method includes:
101. an asset data query request is received.
The asset data query request carries identification information of a product to be queried and an asset query type. The identification information of the product to be queried may be a name or a number of the product to be queried, for example, the name of the product to be queried is personal credit 942383, small and medium-sized enterprises credit 842583, and the like. The asset query type is an asset type which needs to be queried by a user, and can be holding amount, accumulated income, conversion profit and loss, user average profitability, yesterday income and the like. The asset data query request may be an asset data overview query request or an asset data detail query request.
For example, the asset data query request can be an overview query request of accumulated benefits of a product with a product name of personal loan 942383, an overview query request of held money, accumulated benefits, change profit and loss, user average profitability and yesterday benefits of a product with a product name of personal loan 942383, a detail query request of accumulated benefits of a product with a product name of small and medium-sized enterprises of loan 842583 and the like.
It should be noted that, as shown in fig. 5, the asset life cycle includes: investment purchase, confirmation of account, pledge of cash, due redemption, income distribution:
1. investment purchase stage: when an investor purchases a financing product issued by a financing organization/person on a periodic financing platform, the assets enter an investment purchase stage.
2. And confirming the posting stage: and after the purchase is successful, the periodic financial management platform confirms the product and finishes the asset posting according to different product types. If the product is a personal loan product, immediately successfully posting the account; if the product is a recruitment product, the institution needs to wait for confirmation.
3. And (3) a pledge stage: after the asset interest is started, the investor can perform the pledge presence according to the asset due value, wherein the pledge presence stage can exist or not, and is determined according to whether the investor needs to perform the pledge presence according to the asset due value.
4. Expired redemption phase: the asset expiration date is determined at the time the asset is checked out and the system automatically redeems the asset when the date reaches the asset expiration date.
5. And (3) a benefit distribution stage: in the redemption and refund process, the investor obtains the investment return and distributes the obtained fund to the next-level investor for borrowing according to whether the behavior of the investor is changed. All liability relationships will end once the redemption of the repayment is completed.
For the embodiment of the invention, the asset data management device can receive the asset data query request when a user logs in a regular financial platform account, enters an asset data query interface corresponding to a product to be queried, selects an asset query type and clicks an asset query button or a my asset button.
102. And acquiring asset change node data corresponding to the asset query type from the asset change node table corresponding to the identification information of the product to be queried.
And asset change node data corresponding to different asset query types are stored in the asset change node table. When the assets are changed or changed, the assets are regarded as one-time asset change, and the time of the asset change is recorded as an asset change node. For example, a user purchases 10000 fund, 10000 financing products with a product period of 6 months and an annual profitability of 3% are purchased on a periodic financing platform, the periodic financing platform forms an asset, and the time of forming the asset is recorded as an asset change node; if the user does partial mortgage when the asset is in 16 days, and 5000-element mortgage is performed on the asset, the asset is changed, and the time of the mortgage of the asset is recorded as an asset change node. The storage form of the asset change node data respectively corresponding to different asset query types in the asset change node table may be as shown in table 1:
TABLE 1
Table 1 merely illustrates the asset change node table, and the embodiment of the present invention is not limited herein. The asset change node data is calculated when the asset is changed or changed, and the calculation formula of the corresponding asset change node data in table 1 may be as shown in table 2:
TABLE 2
The product is a periodic financing product, and the benefit of the asset is linear if the asset is not changed or is changed first in the whole life cycle of the asset. According to the embodiment of the invention, the asset change nodes are recorded in advance, and then the asset change node data is calculated and stored, so that the asset data corresponding to the asset query type can be directly calculated according to the asset change node data corresponding to the asset query type when the asset data query request is received, the complexity of asset data calculation can be reduced, the calculation performance of a system can be improved, and the efficiency of asset data management can be improved.
103. And acquiring asset data corresponding to the asset query type according to the asset change node data corresponding to the asset query type.
For example, when the asset query type is yesterday income, the asset change node data corresponding to yesterday income is: when the daily income of the held amount is obtained, yesterday income is obtained according to the daily income of the held amount; when the asset query type is the accumulated income, the asset change node data corresponding to the accumulated income is as follows: and if the sum of possession accumulates the income, accumulating the income according to the sum of possession.
For the embodiment of the present invention, specific application scenarios may be as follows, but are not limited to the following scenarios, including: the user uses 10000 yuan as purchase principal, 10000 shares of financing products with the term of 6 months and the annual income rate of 3 percent are purchased on a periodic financing platform, the name of the financing product is product 1, and the user performs partial mortgage on the assets in 60 days and performs 5000 yuan of mortgage on the assets.
When a user logs in an account of the periodic financing platform, enters an asset data query interface of a product 1 and selects an accumulated benefit, the accumulated benefit corresponding to the asset formation node is firstly obtained, then the accumulated benefit corresponding to the asset mortgage node is obtained, and then the current accumulated benefit is obtained according to the accumulated benefit corresponding to the asset formation node and the accumulated benefit corresponding to the asset mortgage node. Such as the 120 th day of product purchase, for the moment of querying accumulated revenue.
The accumulated income corresponding to the asset formation node is a formula corresponding to the accumulated income in advance: the accumulated profit is calculated as expected profit × number of days held/product deadline, the accumulated profit corresponding to the asset formation node is 10000 × 3% × 60/180 ═ 100 yuan, the accumulated profit corresponding to the asset mortgage node is also calculated in advance according to the formula corresponding to the accumulated profit, and the accumulated profit corresponding to the asset mortgage node is 5000 × 3% × 60/180 ═ 50 yuan, and the current accumulated profit is 150 yuan.
The asset data management method provided by the embodiment of the invention comprises the steps of firstly receiving an asset data query request, wherein the asset data query request carries identification information of a product to be queried and an asset query type; acquiring asset change node data corresponding to the asset query type from an asset change node table corresponding to the identification information of the product, wherein the asset change node table stores asset change node data corresponding to different asset query types; and acquiring asset data corresponding to the asset query type according to the asset change node data. Compared with the prior art that asset data queried by a user is calculated according to daily cutting data of assets in an asset life cycle during asset data management, the embodiment of the invention obtains the asset change node data corresponding to the asset query type from the asset change node table corresponding to the identification information of the product, and then obtains the asset data corresponding to the asset query type according to the asset change node data, thereby avoiding querying a large amount of data and obtaining different data from different data sources and reducing system overhead; meanwhile, only the asset change node data corresponding to the asset query type needs to be considered when the asset data is calculated, multidimensional data does not need to be considered, the complexity of asset data calculation is reduced, the calculation performance of the system is improved, and therefore the efficiency of asset data management is improved.
An embodiment of the present invention provides another asset data management method, as shown in fig. 2, the method includes:
201. an asset data query request is received.
The asset data query request carries identification information of a product to be queried and an asset query type.
For the embodiment of the present invention, before step 201, the method may further include: detecting whether an asset posting message of the product is received; if so, creating the asset change node table according to the asset account-registering message; and storing the asset data corresponding to the asset account-registering message into the asset change node table.
An embodiment of the present invention provides a timing diagram of asset posting event processing, as shown in fig. 6, when an investor successfully purchases a financial product on the financial product, an asset transaction center corresponding to the financial product initiates an asset posting request; the asset transaction background corresponding to the financial product performs asset posting according to the asset posting request, and sends an asset posting message to the asset management device after the asset posting is completed; and after receiving the asset account-registering message, the asset management device calculates asset data according to the asset account-registering message, creates the asset change node table and stores the asset data corresponding to the asset account-registering message into the asset change node table.
For the embodiment of the present invention, before step 201, the method may further include: detecting whether an asset change message of the product is received or not according to a preset time interval; and if so, updating the asset change node data corresponding to the asset change message in the asset change node table.
It should be noted that the asset change node may be the asset change node, and an embodiment of the present invention provides a schematic view of asset change event processing, as shown in fig. 7, when a purchased financing product is changed into a transaction, first, according to an asset posting event processing manner provided in fig. 6, asset posting processing is performed on an asset after the product is changed, then, an asset transaction background corresponding to the financing product performs corresponding processing on an original asset of a financier, and sends an asset change message to an asset data management device, and asset data is calculated according to the asset change message and asset change node data corresponding to the asset change message in the asset change node table is updated.
For the embodiment of the present invention, before step 201, the method further includes: acquiring each asset change node, an asset query type corresponding to each asset change node and asset change node data corresponding to each asset change node; establishing a mapping relation between each asset change node and the corresponding asset query type and asset change node data; and constructing the asset change node table according to the mapping relation.
The constructed asset change node table may be as shown in table 1, and the embodiment of the present invention is not repeated here.
202. And judging whether the asset data corresponding to the asset query type is historical asset data. If the asset data corresponding to the asset query type is historical asset data, executing step 203; if the asset data corresponding to the asset query type is not historical asset data, then step 204 is performed.
Wherein the historical asset data is asset data for the product at the time of due redemption of the asset of the product.
203. And acquiring asset change node data corresponding to the asset query type from the asset change node table corresponding to the identification information of the product to be queried.
And asset change node data corresponding to different asset query types are stored in the asset change node table.
For the embodiment of the present invention, the asset change node table further stores preset backtracking formulas corresponding to the identification information of different asset change nodes, and step 203 may specifically be: and acquiring asset change node data corresponding to the asset query type and a preset backtracking formula corresponding to the identification information of the asset change node from the asset change node table corresponding to the identification information of the product to be queried.
For the embodiment of the present invention, before the obtaining of the asset change node data corresponding to the asset query type and the preset backtracking formula corresponding to the identification information of the asset change node, the method further includes: establishing the asset change node and a preset backtracking formula carrying identification information of the asset change node; and storing the mapping relation between the identification information of the asset change node and the preset backtracking formula.
For example, the identification information of the asset change node is: the daily income of the held money is preset with a backtracking formula: recording the daily income of the held amount, wherein the daily income of the held amount is recorded with the identification information of the daily income of the held amount, establishing the mapping relation between the identification information of the daily income of the held amount and the preset backtracking formulas, and storing the mapping relation between the identification information of the daily income of the held amount and the preset backtracking formulas into the asset change node list. The storage form of the preset backtracking formula corresponding to the identification information of the asset change node in the asset change node list may be as shown in table 3:
TABLE 3
It should be noted that the calculation formula in table 2 is a formula for calculating asset change node data, then the asset change node data calculated according to the calculation formula in table 2 is used as an intermediate result, and then asset data corresponding to the asset query type is calculated according to the intermediate result and the preset backtracking formula in table 3.
204. And acquiring asset data corresponding to the asset query type from a historical asset table corresponding to the identification information of the product to be queried.
Wherein the historical asset table stores asset data corresponding to different asset query types when the product is redeemed due.
For the embodiment of the present invention, before step 204, the method may further include: detecting whether an asset expired redemption message for the product is received; if yes, creating the historical asset table according to the asset due redemption message; saving the asset data corresponding to the asset expired redemption message to the historical asset table.
The embodiment of the invention provides a schematic diagram of the processing of an asset due redemption event, as shown in fig. 8, when a date reaches an asset due date, an asset transaction center corresponding to a financial product initiates a due redemption request; the asset transaction background corresponding to the financial product automatically redeems the asset according to the asset due redemption request, and sends an asset account-checking message to the asset management device when the asset is successfully redeemed; the asset management device calculates asset data according to the asset due redemption message after receiving the asset due redemption message, and creates the historical asset table; saving the asset data corresponding to the asset expired redemption message to the historical asset table.
An embodiment of the present invention further provides a message monitoring method, as shown in fig. 9, the message monitoring device may monitor an asset message, determine a message type according to an asset message body, calculate asset change node data when the asset message is determined to be an asset posting message or an asset change message, and calculate historical asset data when the asset message is determined to be an asset due redemption message.
Specifically, when the asset message is determined to be an asset posting message or an asset change message, the method for creating/updating the asset change node table, as shown in fig. 10, first determines whether the asset posting or the update message conforms to idempotent, and if so, directly exits. If not, inquiring the assets and the products, and judging whether the encryption switch needs to inquire the central module, if so, calculating the asset data according to the asset data calculation request after inquiring the central module, and if not, calculating the asset data directly according to the asset data calculation request. And calculating income data according to the income calculation type, and assembling and calculating to obtain asset change node data according to the asset data and the income data, wherein the income calculation type can be a fixed type, an advance repayment type, a net worth floating type and a file synchronization type. When the acquired asset change node data does not exist, an asset change table is created or updated.
When the asset message is judged to be an asset expired redemption message, a method for creating a historical asset table is shown in fig. 11, wherein the process of calculating the historical asset data is the same as the method of calculating the asset change node data, and details are not repeated herein.
For the embodiment of the present invention, step 204 may specifically be: and acquiring the asset data corresponding to the asset query type according to the asset change node data and a preset backtracking formula corresponding to the identification information of the asset change node.
For example, when the asset query type is yesterday income, the asset change node data corresponding to yesterday income is as follows: the daily income of the held money and the preset backtracking formula corresponding to the identification information of the asset change node are as follows: recording the daily income of the held amount; according to the daily income of the held money and a preset backtracking formula corresponding to the daily income of the held money: yesterday income is recorded as the daily income of the held amount, and yesterday income is calculated. When the asset query type is the accumulated income, the asset change node data corresponding to the accumulated income is as follows: accumulated earnings of held money; the preset backtracking formula corresponding to the identification information of the asset change node is as follows: recording the accumulated income, namely recording the accumulated income of the held amount (inquiry date-recording date) multiplied by the daily income of the recorded held amount; according to the hold amount accumulated income and a preset backtracking formula corresponding to the hold amount accumulated income: the cumulative benefit is recorded as the cumulative benefit of the held amount + (inquiry date-recording date) × the daily benefit of the held amount, and the cumulative benefit is calculated.
For another example, when the asset query type is a holding amount, the asset change node data corresponding to the holding amount is: the holding amount and the preset backtracking formula corresponding to the identification information of the asset change node are as follows: recording the holding amount; according to the holding amount and a preset backtracking formula corresponding to the holding amount: the holding amount is recorded and the holding amount is calculated. When the asset query type is change profit and loss, the asset change node data corresponding to the change profit and loss is as follows: and the preset backtracking formula corresponding to the identification information of the asset change node is as follows: recording the occurrence and the loss of the transformation; according to the change profit and loss and a preset backtracking formula corresponding to the change profit and loss: and recording the change of the present profit and loss, and calculating the change of the present profit and loss.
For another example, when the asset query type is the user average profitability, the asset change node data corresponding to the user average profitability is: expected income, and the preset backtracking formula corresponding to the identification information of the asset change node is as follows: recording the sum of expected profit and the sum of principal fund; according to the expected income and a preset backtracking formula corresponding to the expected income: and (4) calculating the average user profitability, namely recording the sum of expected profits and the sum of principal funds, and calculating the average user profitability.
205. And acquiring asset data corresponding to the asset query type according to the asset change node data corresponding to the asset query type.
For the embodiment of the present invention, specific application scenarios may be as follows, but are not limited to the following scenarios, including:
when the received asset data query request is an asset data overview query request, as shown in fig. 12, the asset data management method first queries an asset change node table corresponding to identification information of a product to be queried, then determines a product type, where the product type may be a file synchronization type, a fixed type, or a net value floating type, obtains asset change node data corresponding to the asset query type according to the product type, calculates asset data corresponding to the asset query type, that is, holds asset data and queries a historical asset table to obtain historical asset data of the product to be queried, and combines the held asset data and the historical asset data.
When the received asset data query request is an asset data detail query request, as shown in fig. 13, the asset data management method firstly judges whether the asset data corresponding to the asset query type is historical asset data, and if so, directly acquires the asset data corresponding to the asset query type from a historical asset table; if not, judging the product type, acquiring asset change node data corresponding to the asset query type according to the product type, and calculating asset data corresponding to the asset query type.
The other asset data management method provided by the embodiment of the invention comprises the steps of firstly receiving an asset data query request, wherein the asset data query request carries identification information of a product to be queried and an asset query type; acquiring asset change node data corresponding to the asset query type from an asset change node table corresponding to the identification information of the product, wherein the asset change node table stores asset change node data corresponding to different asset query types; and acquiring asset data corresponding to the asset query type according to the asset change node data. Compared with the prior art that asset data queried by a user is calculated according to daily cutting data of assets in an asset life cycle during asset data management, the embodiment of the invention obtains the asset change node data corresponding to the asset query type from the asset change node table corresponding to the identification information of the product, and then obtains the asset data corresponding to the asset query type according to the asset change node data, thereby avoiding querying a large amount of data and obtaining different data from different data sources and reducing system overhead; meanwhile, only the asset change node data corresponding to the asset query type needs to be considered when the asset data is calculated, multidimensional data does not need to be considered, the complexity of asset data calculation is reduced, the calculation performance of the system is improved, and therefore the efficiency of asset data management is improved.
Further, as a specific implementation of the method shown in fig. 1, an embodiment of the present invention provides an asset data management apparatus, as shown in fig. 3, the apparatus may include: a receiving unit 31 and an acquiring unit 32.
The receiving unit 31 is configured to receive an asset data query request, where the asset data query request carries identification information of a product to be queried and an asset query type.
An obtaining unit 32, configured to obtain asset change node data corresponding to the asset query type from an asset change node table corresponding to the identification information of the product, where asset change node data corresponding to different asset query types are stored in the asset change node table.
The obtaining unit 32 is further configured to obtain asset data corresponding to the asset query type according to the asset change node data.
It should be noted that the embodiment of the apparatus corresponds to the embodiment of the method, and details of the embodiment of the apparatus are not repeated in the foregoing embodiment of the method for facilitating reading, but it should be clear that the apparatus in the embodiment can correspondingly implement all the contents of the foregoing embodiment of the method.
The asset data management device provided by the embodiment of the invention firstly receives an asset data query request, wherein the asset data query request carries identification information of a product to be queried and an asset query type; acquiring asset change node data corresponding to the asset query type from an asset change node table corresponding to the identification information of the product, wherein the asset change node table stores asset change node data corresponding to different asset query types; and acquiring asset data corresponding to the asset query type according to the asset change node data. Compared with the prior art that asset data queried by a user is calculated according to daily cutting data of assets in an asset life cycle during asset data management, the embodiment of the invention obtains the asset change node data corresponding to the asset query type from the asset change node table corresponding to the identification information of the product, and then obtains the asset data corresponding to the asset query type according to the asset change node data, thereby avoiding querying a large amount of data and obtaining different data from different data sources and reducing system overhead; meanwhile, only the asset change node data corresponding to the asset query type needs to be considered when the asset data is calculated, multidimensional data does not need to be considered, the complexity of asset data calculation is reduced, the calculation performance of the system is improved, and therefore the efficiency of asset data management is improved.
Further, as a specific implementation of the method shown in fig. 2, an embodiment of the present invention provides another asset data management apparatus, as shown in fig. 4, the apparatus may include: receiving unit 41, and obtaining unit 42.
The receiving unit 41 is configured to receive an asset data query request, where the asset data query request carries identification information of a product to be queried and an asset query type.
An obtaining unit 42, configured to obtain asset change node data corresponding to the asset query type from an asset change node table corresponding to the identification information of the product, where asset change node data corresponding to different asset query types are stored in the asset change node table.
The obtaining unit 42 is further configured to obtain asset data corresponding to the asset query type according to the asset change node data.
The obtaining unit 42 is specifically configured to, when preset trace back formulas corresponding to identification information of different asset change nodes are further stored in the asset change node table, obtain asset change node data corresponding to the asset query type and the preset trace back formula corresponding to the identification information of the asset change node.
The obtaining unit 42 is further configured to obtain the asset data corresponding to the asset query type according to the asset change node data and a preset backtracking formula corresponding to the identification information of the asset change node.
The device further comprises: a setup unit 43 and a holding unit 44.
The establishing unit 43 is configured to establish the asset change node and a preset backtracking formula carrying identification information of the asset change node.
The storing unit is configured to store the mapping relationship between the identification information of the asset change node and the preset backtracking formula, which is established by the establishing unit 43.
Further, the apparatus further comprises: and a judgment unit 45.
The judging unit 45 is configured to judge whether the asset data corresponding to the asset query type is historical asset data, where the historical asset data is asset data of a product when the asset of the product is due to be redeemed;
the obtaining unit 42 is specifically configured to, if the determining unit 45 determines that the asset data corresponding to the asset query type is not historical asset data, obtain asset change node data corresponding to the asset query type from an asset change node table corresponding to the identification information of the product.
The obtaining unit 42 is further specifically configured to, if the determining unit 45 determines that the asset data corresponding to the asset query type is historical asset data, obtain the asset data corresponding to the asset query type from a historical asset table corresponding to the identification information of the product, where the historical asset table stores asset data corresponding to different asset query types when the asset of the product is redeemed due.
Further, the apparatus further comprises: a detection unit 46 and an update unit 47.
The detecting unit 46 is configured to detect whether an asset change message of the product is received according to a preset time interval.
An updating unit 47, configured to update the asset change node data corresponding to the asset change message in the asset change node table if it is detected that the asset change message of the product is received.
Further, the apparatus further comprises: a unit 48 is created.
The detecting unit 46 is further configured to detect whether an asset posting message of the product is received.
The creating unit 48 is configured to create the asset change node table according to the asset posting message if the detecting unit 46 detects that the asset posting message of the product is received.
The saving unit 44 is configured to save the asset data corresponding to the asset posting message into the asset change node table created by the creating unit.
The detecting unit 46 is further configured to detect whether an asset expired redemption message for the product is received.
The creating unit 48 is configured to create the historical asset table according to the asset due redemption message if the asset due redemption message of the product is detected to be received.
The saving unit 44 is configured to save the asset data corresponding to the asset expired redemption message into the historical asset table.
Further, the apparatus further comprises: building block 49.
The obtaining unit 41 is configured to obtain each asset change node, an asset query type corresponding to each asset change node, and asset change node data corresponding to each asset change node.
The establishing unit 43 is configured to establish a mapping relationship between each asset change node acquired by the acquiring unit 41 and the corresponding asset query type and asset change node data.
The constructing unit 49 is configured to construct the asset change node table according to the mapping relationship established by the establishing unit 43.
It should be noted that the embodiment of the apparatus corresponds to the embodiment of the method, and details of the embodiment of the apparatus are not repeated in the foregoing embodiment of the method for facilitating reading, but it should be clear that the apparatus in the embodiment can correspondingly implement all the contents of the foregoing embodiment of the method.
The other asset data management device provided by the embodiment of the invention firstly receives an asset data query request, wherein the asset data query request carries identification information of a product to be queried and an asset query type; acquiring asset change node data corresponding to the asset query type from an asset change node table corresponding to the identification information of the product, wherein the asset change node table stores asset change node data corresponding to different asset query types; and acquiring asset data corresponding to the asset query type according to the asset change node data. Compared with the prior art that asset data queried by a user is calculated according to daily cutting data of assets in an asset life cycle during asset data management, the embodiment of the invention obtains the asset change node data corresponding to the asset query type from the asset change node table corresponding to the identification information of the product, and then obtains the asset data corresponding to the asset query type according to the asset change node data, thereby avoiding querying a large amount of data and obtaining different data from different data sources and reducing system overhead; meanwhile, only the asset change node data corresponding to the asset query type needs to be considered when the asset data is calculated, multidimensional data does not need to be considered, the complexity of asset data calculation is reduced, the calculation performance of the system is improved, and therefore the efficiency of asset data management is improved.
The asset data management device comprises a processor and a memory, wherein the receiving unit, the acquiring unit, the establishing unit, the storing unit, the judging unit, the detecting unit, the updating unit, the creating unit and the like are stored in the memory as program units, and the processor executes the program units stored in the memory to realize corresponding functions.
The processor comprises a kernel, and the kernel calls the corresponding program unit from the memory. The kernel can be set to be one or more than one, and the problem of display blockage when the selected graph in the graph is displayed is solved by adjusting the kernel parameters.
The memory may include volatile memory in a computer readable medium, Random Access Memory (RAM) and/or nonvolatile memory such as Read Only Memory (ROM) or flash memory (flash RAM), and the memory includes at least one memory chip.
The present application further provides a computer program product adapted to perform program code for initializing the following method steps when executed on a data processing device:
receiving an asset data query request, wherein the asset data query request carries identification information of a product to be queried and an asset query type;
acquiring asset change node data corresponding to the asset query type from an asset change node table corresponding to the identification information of the product, wherein the asset change node table stores asset change node data corresponding to different asset query types;
and acquiring asset data corresponding to the asset query type according to the asset change node data.
As will be appreciated by one skilled in the art, embodiments of the present application may be provided as a method, system, or computer program product. Accordingly, the present application may take the form of an entirely hardware embodiment, an entirely software embodiment or an embodiment combining software and hardware aspects. Furthermore, the present invention 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 the like) having computer-usable program code embodied therein.
The present application is described with reference to flowchart illustrations and/or block diagrams of methods, apparatus, and computer program products for displaying graphs in charts in accordance with embodiments. 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.
In a typical configuration, a computing device includes one or more processors (CPUs), input/output interfaces, network interfaces, and memory.
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). The 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, modules of a program, 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 that can be used to store information that can be accessed by a computing 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.
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.