CN115907576A - Method and device for determining replenishment quantity, electronic equipment and storage medium - Google Patents
Method and device for determining replenishment quantity, electronic equipment and storage medium Download PDFInfo
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- CN115907576A CN115907576A CN202211316556.2A CN202211316556A CN115907576A CN 115907576 A CN115907576 A CN 115907576A CN 202211316556 A CN202211316556 A CN 202211316556A CN 115907576 A CN115907576 A CN 115907576A
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Abstract
The application provides a method and a device for determining the quantity of replenishment, electronic equipment and a storage medium. The method for determining the replenishment quantity of the target goods in the community group purchase comprises the following steps: acquiring sales forecast data of target goods; inquiring stock data of the target goods according to the basic information of the target goods; and determining the target replenishment quantity of the target goods according to the sales forecast data and the inventory data.
Description
Technical Field
The application relates to the technical field of computers, in particular to a method and a device for determining replenishment quantity, electronic equipment and a storage medium.
Background
In the related art, the replenishment quantity of a certain kind of goods is determined by counting the sales volume and the existing inventory of the goods by warehouse management personnel, and the replenishment quantity determined by adopting the scheme is easily interfered by human subjective factors, so that the accuracy of the determined replenishment quantity has errors, and the overstock of the warehouse goods is easily caused.
Disclosure of Invention
The present application is directed to solving at least one of the technical problems occurring in the related art.
To this end, a first aspect of the present application is to provide a method for determining the replenishment quantity.
A second aspect of the present application is to provide a device for determining the replenishment quantity.
A third aspect of the present application is to provide an electronic device.
A fourth aspect of the present application is directed to a readable storage medium.
In view of the above, according to an aspect of the present application, a method for determining a replenishment quantity of a target good in a group purchase in a community is provided, the method comprising: acquiring sales forecast data of target goods; inquiring inventory data of the target goods according to the basic information of the target goods; and determining the target replenishment quantity of the target goods according to the sales forecast data and the inventory data.
It should be noted that an execution subject of the method for determining a quantity of replenishment items provided by the present application may be a device for determining a quantity of replenishment items, and in order to more clearly describe the method for determining a quantity of replenishment items provided by the present application, an example is described below in which an execution subject of the method for determining a quantity of replenishment items is a device for determining a quantity of replenishment items.
In the technical scheme, the target goods represent goods with replenishment quantity to be calculated, which are selected by a user in community group purchase, the sales prediction data represent prediction data of the sales condition of the target goods, namely the quantity of the purchased target goods in the community group purchase, and the basic information of the target goods represents the information of the code and the storage position of the target goods.
Specifically, the determination device first acquires sales amount prediction data of the target cargo. Specifically, a goods management system exists for community group purchase, historical sales data of target goods are stored in the goods management system, the goods management system can receive target goods transaction data from a client in real time, the goods management system can predict sales of the target goods according to the historical sales data and the transaction data, and therefore the determining device can obtain the sales prediction data through the goods management system.
Further, the determining device queries the stock data of the target goods according to the basic information of the target goods.
Specifically, the cargo management system is provided with an inventory information database, and the determining device may query the inventory data of the target cargo from the database according to the basic information of the cargo.
Further, the determination means calculates a target replenishment quantity for the target cargo based on the sales prediction data and the stock data.
Specifically, the specifying device specifies the historical sales of the target goods and the current sales of the target goods based on the sales prediction data, specifies the data such as the available stock and the safe stock of the target goods based on the stock data, and solves the target replenishment quantity by solving the target goods required to be replenished based on the historical sales, the current sales of the target goods, the available stock and the safe stock of the target goods.
In the technical scheme, the determining device can inquire stock data of the target goods according to the basic information of the target goods, and can determine the replenishment quantity of the target goods according to the acquired sales forecast data of the target goods and the stock data. In the above technical scheme of this application, the determining device can be according to the target volume forecast data and the stock data automatic determination target goods's that the target obtained target replenishment data, has avoided at the in-process of confirming the replenishment quantity, has the interference of artificial subjective factor, has guaranteed the accuracy of the target replenishment quantity of confirming, has avoided the condition that warehouse goods overstock appears.
In addition, the method for determining the replenishment quantity provided by the technical scheme of the invention can also have the following additional technical characteristics:
in the above technical solution, the inventory data includes available inventory, safe inventory and stock-in inventory of the target goods, and the step of determining the target replenishment quantity of the target goods according to the sales forecast data and the inventory data specifically includes: determining a first sales amount of the target goods according to the sales amount prediction data, wherein the first sales amount is used for indicating the predicted sales amount of the target goods in the community group purchase; a target replenishment quantity is determined based on the first sales volume, the available inventory, the safety inventory, and the stock inventory.
In the technical solution, the inventory data of the target goods specifically includes an available inventory of the target goods, a safety inventory of the target goods, and a stock inventory of the target goods, where the available inventory represents a remaining quantity of the target goods in the warehouse, the safety inventory represents a safe quantity of the target goods in the warehouse, and the stock inventory represents a quantity of the available target goods; the first sales volume represents a current forecasted sales volume of the target good in the community group purchase.
Specifically, the process of determining the target replenishment quantity comprises the following steps: the determining device first calculates the current predicted sales of the target goods in the community group purchase, namely the first sales. Specifically, the historical sales situation of the target goods can be clarified from the sales prediction data, and the sales of the target goods in the community group purchase can be predicted from the historical sales situation, so that the determining device can determine the first sales according to the sales prediction data.
Further, the determination means calculates a target replenishment quantity based on the first sales amount, the available stock, the safety stock, and the stock. Specifically, the required quantity of the target goods can be specified from the first sales amount, and the quantity of the target goods lacking in the required quantity, that is, the quantity of the target goods to be replenished can be specified from the available stock, the safety stock, and the stock. Therefore, the determination means may calculate the target replenishment quantity based on the first sales amount, the available stock, the safety stock, and the stock.
In the technical scheme, the determining device comprehensively considers the current predicted sales volume (namely the first sales volume), the available inventory, the safety inventory and the stock inventory of the target goods in the process of determining the target replenishment quantity. Therefore, the accuracy of the determined target replenishment quantity is ensured.
In the above technical solution, the step of determining the target replenishment quantity according to the first sales volume, the available inventory, the safety inventory and the stock inventory specifically includes: determining that the target replenishment quantity is empty when the available stock is empty, or the safety stock is empty, or the stock is empty, or the available stock is larger than the safety stock; or under the condition that the available inventory is less than or equal to the safety inventory and the stock inventory is less than the safety inventory, determining a first replenishment quantity according to the safety inventory, the available inventory and the first sales volume, and determining a target replenishment quantity according to the product of the first replenishment quantity and a preset correction coefficient; or under the condition that the available stock is less than or equal to the safety stock and the stock is greater than or equal to the safety stock, determining a second replenishment quantity according to the stock, the available stock and the first sales volume, and determining a target replenishment quantity according to the product of the second replenishment quantity and a preset correction coefficient.
In the technical scheme, the process of determining the target replenishment quantity by the determining device is as follows: the determination means first determines specific values of the available stock, the safety stock and the stock, and the magnitude relationship therebetween.
Specifically, in the case where the available stock is empty, or the safety stock is empty, or the stock is empty, or the available stock is larger than the safety stock, the target replenishment quantity is determined to be empty.
Specifically, if the available stock is empty, it indicates that the target item is not purchased in the community group purchase, and therefore, in this case, the determination device may determine that replenishment is not required for the target item, that is, determine that the target replenishment quantity is empty.
Specifically, if the safety Stock is empty, it indicates that neither the safety quantity of the SKU (Stock Keeping unit) dimension nor the safety quantity of the target item of the same kind of destination dimension is set, in this case, it may be determined that the target item is a new item or there is no sales record in a recent period of time, so the determining device may determine that the replenishment of the target item is not needed, that is, it is determined that the replenishment quantity is empty.
Specifically, if the stock of stock is empty, it indicates that the number of replenishable target goods is empty, that is, there is no stock of target goods, in which case the determination means may determine that replenishment is not required for the target goods, that is, determine that the target replenishment number is empty.
In particular, if the available inventory is greater than the safety inventory, this indicates that the available inventory quantity of the target good is relatively sufficient, in which case the determining means may determine that replenishment is not required for the target good, i.e. determine that the target replenishment quantity is empty.
Specifically, when the available inventory is less than or equal to the safety inventory and the stock inventory is less than the safety inventory, a first replenishment quantity is determined according to the safety inventory, the available inventory and the first sales volume, and a target replenishment quantity is determined according to the product of the first replenishment quantity and a preset correction coefficient.
Specifically, if the available stock is equal to or less than the safety stock and the stock is less than the safety stock, it indicates that the available stock quantity of the target goods is insufficient and the quantity of the target goods that can be provided is small, in which case the determining means needs to determine the first replenishment quantity according to the safety stock, the available stock and the first sales amount, and correct the first replenishment quantity by a preset correction coefficient to determine the final target replenishment quantity.
Specifically, the first replenishment quantity = safe stock- (available stock-first sales quantity); the target replenishment quantity is equal to the product of the first replenishment quantity and a preset correction coefficient.
Specifically, under the condition that the available stock is less than or equal to the safety stock and the stock is greater than or equal to the safety stock, the second replenishment quantity is determined according to the stock, the available stock and the first sales volume, and the target replenishment quantity is determined according to the product of the second replenishment quantity and a preset correction coefficient.
Specifically, if the available stock is equal to or less than the safety stock and the stock is equal to or greater than the safety stock, it indicates that the available stock quantity of the target goods is insufficient but the available quantity of the target goods is large, in this case, the determining device needs to determine the first replenishment quantity according to the stock, the available stock and the first sales amount, and correct the first replenishment quantity by a preset correction coefficient to determine the final target replenishment quantity.
Specifically, the first replenishment quantity = stock ready- (stock available-first sales quantity); the target replenishment quantity is equal to the product of the first replenishment quantity and a preset correction coefficient.
In the technical scheme, the determining device comprehensively considers the size relation among the available stock, the safety stock and the stock in the process of determining the target replenishment quantity of the target goods and corrects the available stock, the safety stock and the stock by a preset correction coefficient. Therefore, the accuracy of the determined target replenishment quantity is ensured.
In the above technical solution, the sales prediction data includes a total predicted sales of the target cargo and a current sales of the target cargo, and the step of determining the first sales of the target cargo according to the sales prediction data specifically includes: a first sales amount is determined based on a difference between the total predicted sales amount and the current sales amount.
In this technical solution, the sales prediction data specifically includes a total predicted sales of the target goods and a current sales of the target goods, where the total predicted sales represents a total number of the target goods predicted according to historical sales of the target goods in the group buying of the community at this time, and the current sales of the target goods represents a number of the target goods sold by the group buying of the community at this time by the current time.
Specifically, the process of determining the first sales amount is as follows: the determining means calculates a difference between the total predicted sales amount and the current sales amount of the target cargo, and uses the difference as the first sales amount.
In the technical scheme, in the process of determining the first sales volume, the quantity of the target goods sold by the community group at the current time is considered, so that the accuracy of the determined first sales volume is ensured, and the accuracy of the determined target replenishment quantity is further ensured.
In the above technical solution, the method for determining the replenishment quantity is used for a cargo management system, and the step of obtaining the sales prediction data of the target cargo specifically includes: sales forecasting data is obtained in a mode that a plurality of machines in the goods management system are triggered by timing tasks.
In the technical scheme, the method for determining the replenishment quantity is specifically used for the cargo management system.
Specifically, the process of acquiring the sales prediction data includes: the determining device acquires the sales forecast data in a mode of triggering a plurality of machines in the goods management system through a timed task.
Specifically, since the cargo management system needs to process a large amount of data, and the number of the data can reach the ten million levels in general, the determining device is slow in obtaining the sales prediction data by directly calling the data in the cargo management system. Therefore, the determination device needs to acquire the sales prediction data by triggering a plurality of machines through a timed task.
In the technical scheme, the goods management system needs to process more data, and the determining device adopts a mode of triggering a plurality of machines by timing tasks when acquiring the sales forecast data, so that the acquisition efficiency of the sales forecast data is improved.
In the above technical solution, the step of acquiring sales forecast data by triggering a plurality of machines in the cargo management system through a timed task specifically includes: after the timing task is triggered, determining the page number of each machine in the multiple machines according to the total number of data to be processed of the cargo management system; sales prediction data is retrieved from a cargo management system based on the page number of each of the plurality of machines.
In the technical scheme, the specific process for acquiring the sales forecast data is as follows: the determining device firstly determines the page number of each machine in the multiple machines triggered by the timing task according to the total number of the data to be processed of the goods management system after the timing task is triggered.
Specifically, according to the total number of the data to be processed by the cargo management system, the maximum number of the data to be processed can be calculated by combining the number of the actual data processed by the cargo management system, the minimum number and the maximum number of the processed data, and the determining device can determine the page number of each machine by combining the calculated maximum number through a preset instruction.
Further, the determination device retrieves sales amount prediction data from the cargo management system based on the page number of each machine. Specifically, the determining device may determine a start number and an end number of the query data of each machine based on the page number of each machine, and each machine may retrieve corresponding data, which is the sales prediction data, from the cargo management system based on the start number and the end number.
In the technical scheme, the determining device can acquire the sales forecast data by adopting a mode of triggering a plurality of machines by a timed task, so that the acquisition efficiency of the sales forecast data is improved.
In the above technical solution, the basic information of the target goods includes a goods code of the target goods, a distribution center code of the target goods, and a storage warehouse code of the target goods, and the step of querying the inventory data of the target goods according to the basic information of the target goods specifically includes: and inquiring the inventory data from the inventory information database according to the goods code, the distribution center code and the storage warehouse code.
In the technical scheme, the basic information of the target goods specifically comprises goods codes of the target goods, distribution center codes of the target goods and storage warehouse codes of the target goods; the inventory information database represents a database for storing inventory information of goods in a goods management system.
Specifically, the process of querying the inventory data of the target goods is as follows: the determining device inquires all stock data about the target goods from the stock information database according to the goods code, the distribution center code and the storage warehouse code.
Specifically, each piece of data in the inventory information database corresponds to the goods code, the distribution center code, and the storage warehouse code, so that the confirmation device can query the inventory data of the target goods through the three codes.
According to a second aspect of the present application, there is provided a replenishment quantity determining device for determining a replenishment quantity of a target item in group purchase in a community, the replenishment quantity determining device comprising: the acquisition module is used for acquiring sales forecast data of the target goods; the first processing module is used for inquiring the stock data of the target goods according to the basic information of the target goods; and the second processing module is used for determining the target replenishment quantity of the target goods according to the sales forecasting data and the inventory data.
In the technical scheme, the target goods represent goods with the quantity to be compensated selected by a user in community group purchase, the sales prediction data represent prediction data of the sales condition of the target goods, namely the quantity of the purchased target goods in the community group purchase, and the basic information of the target goods represent the information of codes and storage positions of the target goods.
Specifically, the acquisition module first acquires sales forecast data of the target cargo. Specifically, a goods management system exists for community group purchase, historical sales data of target goods are stored in the goods management system, the goods management system can receive target goods transaction data from a client in real time, the goods management system can predict sales of the target goods according to the historical sales data and the transaction data, and therefore the acquisition module can acquire the sales prediction data through the goods management system.
Further, the first processing module queries the stock data of the target goods according to the basic information of the target goods.
Specifically, the cargo management system is provided with an inventory information database, and the first processing module can inquire the inventory data of the target cargo from the database according to the basic information of the cargo.
Further, the second processing module calculates a target replenishment quantity for the target goods according to the sales forecasting data and the inventory data.
Specifically, the second processing module can determine the historical sales condition of the target goods and the current sales amount of the target goods according to the sales amount prediction data, can determine the data such as the available inventory and the safe inventory of the target goods according to the inventory data, and the determination device can solve how many target goods need to be supplemented according to the historical sales condition, the current sales amount of the target goods, the available inventory and the safe inventory of the target goods, namely the target replenishment quantity.
In the technical scheme, the first processing module can inquire stock data of the target goods according to the basic information of the target goods, and the second processing module can determine the replenishment quantity of the target goods according to the acquired sales forecast data of the target goods and the stock data. In the technical scheme, the second processing module can automatically determine the target replenishment data of the target goods according to the sales forecast data and the inventory data acquired by the target, so that the interference of artificial subjective factors in the process of determining the replenishment quantity is avoided, the accuracy of the determined replenishment quantity is ensured, and the overstock of warehouse goods is avoided.
According to a third aspect of the present application, an electronic device is provided, comprising: a memory having a program or instructions stored therein; the processor executes the program or the instructions stored in the memory to implement the steps of the method for determining the replenishment quantity according to the above technical solution of the present application, so that the method has all the advantages of the method for determining the replenishment quantity according to the above technical solution of the present application, and will not be described in detail herein.
According to a fourth aspect of the present application, a readable storage medium is provided, on which a program or instructions are stored, which when executed by a processor, implement the method for determining the replenishment quantity as set forth in the above-mentioned technical solution of the present application. Therefore, the readable storage medium has all the advantages of the method for determining the replenishment quantity provided by the technical scheme of the application, and details are not repeated herein.
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 above 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 illustrating a method for determining a replenishment quantity according to an embodiment of the present application;
fig. 2 is a second flowchart of a method for determining a replenishment quantity according to an embodiment of the present application;
fig. 3 is a third schematic flow chart of a method for determining the replenishment quantity according to an embodiment of the present application;
fig. 4 is a fourth flowchart illustrating a method of determining a replenishment quantity according to an embodiment of the present application;
fig. 5 is a flowchart illustrating a fifth method for determining the replenishment quantity according to an embodiment of the present application;
fig. 6 shows a sixth flowchart of a replenishment quantity determination method according to an embodiment of the present application;
FIG. 7 is a block flow diagram illustrating the process of obtaining sales forecast data in an embodiment of the present application;
fig. 8 is a seventh flowchart illustrating a method of determining the replenishment quantity according to the embodiment of the present application;
fig. 9 is a schematic block diagram showing a replenishment quantity determination apparatus according to an embodiment of the present application;
fig. 10 shows a schematic block diagram of an electronic device of an embodiment of the application.
Detailed Description
In order that the above objects, features and advantages of the present application can be more clearly understood, the present application will be described in further detail below with reference to the accompanying drawings and detailed description. It should be noted that the embodiments and features of the embodiments of the present application may be combined with each other without conflict.
In the following description, numerous specific details are set forth in order to provide a thorough understanding of the present application, however, the present application may be practiced in other ways than those specifically described herein, and therefore the scope of the present application is not limited to the specific embodiments disclosed below.
A method, an apparatus, a storage medium, and an electronic device for determining a replenishment quantity according to embodiments of the present application are described in detail below with reference to fig. 1 to 10 through specific embodiments and application scenarios thereof.
The first embodiment is as follows:
fig. 1 is a flowchart illustrating a method for determining a replenishment quantity according to an embodiment of the present application, where the method includes:
s102, acquiring sales forecast data of target goods;
s104, inquiring stock data of the target goods according to the basic information of the target goods;
and S106, determining the target replenishment quantity of the target goods according to the sales forecast data and the inventory data.
It should be noted that the execution subject of the method for determining the replenishment quantity provided by the present application may be a device for determining the replenishment quantity, and in order to more clearly describe the method for determining the replenishment quantity provided by the present application, the execution subject of the method for determining the replenishment quantity is exemplarily described as a device for determining the replenishment quantity in the following embodiments.
In this embodiment, the target goods represent goods selected by the user in the community group purchase and whose replenishment quantity is to be calculated, the sales prediction data represent prediction data of the sales of the target goods, that is, the quantity of the purchased target goods in the community group purchase, and the basic information of the target goods represents information of the code and the warehousing location of the target goods.
Specifically, the determination device first acquires sales amount prediction data of the target cargo. Specifically, a goods management system exists for group purchase in the community, historical sales data of target goods are stored in the goods management system, the goods management system can receive transaction data of the target goods from a client in real time, and the goods management system can predict sales of the target goods according to the historical sales data and the transaction data, so that the determining device can acquire the sales prediction data through the goods management system.
Further, the determining device queries the stock data of the target goods according to the basic information of the target goods.
Specifically, the cargo management system is provided with an inventory information database, and the determining device may query the inventory data of the target cargo from the database according to the basic information of the cargo.
Further, the determining means calculates a target replenishment quantity for the target cargo based on the sales predicting data and the stock data.
Specifically, the specifying device specifies the historical sales of the target goods and the current sales of the target goods based on the sales prediction data, specifies the data such as the available stock and the safe stock of the target goods based on the stock data, and solves the target replenishment quantity by solving the target goods required to be replenished based on the historical sales, the current sales of the target goods, the available stock and the safe stock of the target goods.
In this embodiment, the determining device may query the stock data of the target goods according to the basic information of the target goods, and may determine the replenishment quantity for the target goods according to the acquired sales forecast data of the target goods and the stock data. In the embodiment of the application, the determining device can automatically determine the target replenishment data of the target goods according to the sales forecast data and the inventory data acquired by the target, so that the interference of artificial subjective factors in the process of determining the replenishment quantity is avoided, the accuracy of the determined target replenishment quantity is ensured, and the overstock of warehouse goods is avoided.
Fig. 2 is a schematic flowchart illustrating a method for determining a replenishment quantity according to an embodiment of the present application, where the inventory data includes an available inventory, a safety inventory, and a stock inventory of the target item, and the method includes:
s202, acquiring sales forecast data of target goods;
s204, inquiring stock data of the target goods according to the basic information of the target goods;
s206, determining a first sales volume of the target goods according to the sales volume prediction data, wherein the first sales volume is used for indicating the predicted sales volume of the target goods in the community group purchase;
and S208, determining a target replenishment quantity according to the first sales volume, the available inventory, the safety inventory and the stock inventory.
In this embodiment, the inventory data of the target goods specifically includes an available inventory of the target goods, a safety inventory of the target goods, and a stock inventory of the target goods, where the available inventory represents a remaining amount of the target goods in the warehouse, the safety inventory represents a safe amount of the target goods in the warehouse, and the stock inventory represents an available amount of the target goods; the first sales volume represents a current predicted sales volume of the target good in the community group purchase.
Specifically, the process of determining the target replenishment quantity comprises the following steps: the determining device first calculates the current predicted sales of the target goods in the community group purchase, namely the first sales. Specifically, the historical sales situation of the target goods can be clarified from the sales prediction data, and the sales of the target goods in the community group purchase can be predicted from the historical sales situation, so that the determining device can determine the first sales according to the sales prediction data.
Further, the determination means calculates a target replenishment quantity based on the first sales amount, the available stock, the safety stock, and the stock. Specifically, the required quantity of the target goods can be specified from the first sales amount, and the quantity of the target goods which is missing from the required quantity, that is, the quantity of the target goods which needs to be replenished can be specified from the available stock, the safety stock, and the stock. Therefore, the determination means may calculate the target replenishment quantity based on the first sales amount, the available stock, the safety stock, and the stock.
In this embodiment, the determining means comprehensively considers the current predicted sales amount (i.e., the above-described first sales amount), the available inventory, the safety inventory, and the stock in the process of determining the target replenishment quantity. Therefore, the accuracy of the determined target replenishment quantity is ensured.
Fig. 3 is a schematic flowchart illustrating a method for determining a replenishment quantity according to an embodiment of the present application, where the method for determining a replenishment quantity includes:
s302, acquiring sales forecast data of target goods;
s304, inquiring the stock data of the target goods according to the basic information of the target goods;
s306, determining a first sales volume of the target goods according to the sales volume prediction data, wherein the first sales volume is used for indicating the predicted sales volume of the target goods in the community group purchase;
s308, determining that the target replenishment quantity is empty under the condition that the available stock is empty, or the safety stock is empty, or the stock is empty, or the available stock is larger than the safety stock;
s310, under the condition that the available stock is less than or equal to the safety stock and the stock is less than the safety stock, determining a first replenishment quantity according to the safety stock, the available stock and the first sales volume, and determining a target replenishment quantity according to the product of the first replenishment quantity and a preset correction coefficient;
and S312, under the condition that the available stock is less than or equal to the safety stock and the stock is greater than or equal to the safety stock, determining a second replenishment quantity according to the stock, the available stock and the first sales volume, and determining a target replenishment quantity according to the product of the second replenishment quantity and a preset correction coefficient.
In this embodiment, the process of determining the target replenishment quantity by the determination means is: the determination means first determines the specific values of the available inventory, the safety inventory and the stock inventory, and the magnitude relationship therebetween.
Specifically, in the case where the available stock is empty, or the safety stock is empty, or the stock is empty, or the available stock is larger than the safety stock, the target replenishment quantity is determined to be empty.
Specifically, if the available stock is empty, it indicates that the target item is not purchased in the community group purchase, and therefore, in this case, the determining means may determine that replenishment for the target item is not required, that is, determine that the target replenishment quantity is empty.
Specifically, if the safety Stock is empty, it indicates that neither the safety quantity of the SKU (Stock Keeping unit) dimension nor the safety quantity of the target item of the same kind of destination dimension is set, in this case, it may be determined that the target item is a new item or there is no sales record in a recent period of time, so the determining device may determine that the replenishment of the target item is not needed, that is, it is determined that the replenishment quantity is empty.
Specifically, if the stock of stock is empty, it indicates that the number of replenishable target goods is empty, that is, there is no stock of target goods, in which case the determination means may determine that replenishment is not required for the target goods, that is, determine that the target replenishment number is empty.
Specifically, if the available stock is larger than the safety stock, it indicates that the available stock amount of the target item is sufficient, and in this case, the determination means may determine that replenishment is not required for the target item, that is, determine that the target replenishment amount is empty.
For example, in a case where the replenishment quantity is determined to be empty, the determination device may further send corresponding prompt information, for example, in a case where the available stock is empty, a prompt information of "the available stock is empty" may be sent; under the condition that the safety stock is empty, the prompt message of 'target goods are new goods or no sales record in a period of time' can be sent; under the condition that stock inventory is empty, a prompt message of 'target goods are new goods or no sales volume record in a near period of time' can be sent; in the event that the available inventory is greater than the safety inventory, a prompt may be sent that "available inventory is greater than safety inventory".
Specifically, when the available inventory is less than or equal to the safety inventory and the stock inventory is less than the safety inventory, a first replenishment quantity is determined according to the safety inventory, the available inventory and the first sales volume, and a target replenishment quantity is determined according to the product of the first replenishment quantity and a preset correction coefficient.
Specifically, if the available stock is equal to or less than the safety stock and the stock is less than the safety stock, it indicates that the available stock quantity of the target goods is insufficient and the quantity of the target goods that can be provided is small, in which case the determining means needs to determine the first replenishment quantity according to the safety stock, the available stock and the first sales amount, and correct the first replenishment quantity by a preset correction coefficient to determine the final target replenishment quantity.
Specifically, the first replenishment quantity = safe stock- (available stock-first sales quantity); the target replenishment quantity is equal to the product of the first replenishment quantity and a preset correction coefficient.
Specifically, under the condition that the available stock is less than or equal to the safety stock and the stock is greater than or equal to the safety stock, the second replenishment quantity is determined according to the stock, the available stock and the first sales volume, and the target replenishment quantity is determined according to the product of the second replenishment quantity and a preset correction coefficient.
Specifically, if the available stock is equal to or less than the safety stock and the stock is equal to or greater than the safety stock, it indicates that the available stock quantity of the target goods is insufficient but the available quantity of the target goods is large, in this case, the determining device needs to determine the first replenishment quantity according to the stock, the available stock and the first sales amount, and correct the first replenishment quantity by a preset correction coefficient to determine the final target replenishment quantity.
Specifically, the first replenishment quantity = stock ready- (stock available-first sales quantity); the target replenishment quantity is equal to the product of the first replenishment quantity and a preset correction coefficient.
In this embodiment, the determining means determines the target replenishment quantity of the target cargo by taking the size relationship among the available stock, the safety stock, and the stock into consideration and correcting the relationship by a preset correction coefficient. Therefore, the accuracy of the determined target replenishment quantity is ensured.
Fig. 4 is a flowchart illustrating a method for determining a restocking amount according to an embodiment of the present application, where the sales amount prediction data includes a total predicted sales amount of the target cargo and a current sales amount of the target cargo, and the method includes:
s402, acquiring sales forecast data of target goods;
s404, inquiring stock data of the target goods according to the basic information of the target goods;
s406, determining a first sales volume according to a difference value between the total predicted sales volume and the current sales volume;
s408, determining that the target replenishment quantity is empty under the condition that the available stock is empty, or the safety stock is empty, or the stock is empty, or the available stock is larger than the safety stock;
s410, under the condition that the available stock is less than or equal to the safety stock and the stock is less than the safety stock, determining a first replenishment quantity according to the safety stock, the available stock and the first sales volume, and determining a target replenishment quantity according to the product of the first replenishment quantity and a preset correction coefficient;
s412, under the condition that the available stock is less than or equal to the safety stock and the stock is greater than or equal to the safety stock, determining a second replenishment quantity according to the stock, the available stock and the first sales volume, and determining a target replenishment quantity according to the product of the second replenishment quantity and a preset correction coefficient.
In this embodiment, the sales prediction data specifically includes a total predicted sales of the target goods and a current sales of the target goods, where the total predicted sales represents a total number of the target goods predicted according to historical sales of the target goods in the group buying of the community at this time, and the current sales of the target goods represents a number of the target goods sold by the group buying of the community at this time by the current time.
Specifically, the process of determining the first sales amount is: the determining means calculates a difference between the total predicted sales amount and the current sales amount of the target cargo, and uses the difference as the first sales amount.
In the embodiment, in the process of determining the first sales amount, the quantity of the target goods sold by the community until the community purchases and sells the current community is considered, so that the accuracy of the determined first sales amount is ensured, and the accuracy of the determined target replenishment quantity is further ensured.
Fig. 5 is a schematic flowchart illustrating a method for determining a replenishment quantity according to an embodiment of the present application, where the method for determining a replenishment quantity includes:
s502, acquiring sales forecast data in a mode of triggering a plurality of machines in the cargo management system through a timing task;
s504, according to the basic information of the target goods, inquiring inventory data of the target goods;
s506, determining the target replenishment quantity of the target goods according to the sales forecast data and the inventory data.
In this embodiment, the method for determining the replenishment quantity provided by the present application is specifically applied to a cargo management system.
Specifically, the process of acquiring the sales prediction data includes: the determining device acquires the sales forecast data in a mode of triggering a plurality of machines in the goods management system through a timed task.
Specifically, since the cargo management system needs to process a large amount of data, and the number of the data can reach the ten million levels in general, the determining device is slow in obtaining the sales prediction data by directly calling the data in the cargo management system. Therefore, the determination device needs to acquire the sales prediction data by triggering a plurality of machines through a timed task.
In the embodiment, considering that the goods management system needs to process more data, the determining device adopts a mode of triggering a plurality of machines by timing tasks when acquiring the sales forecast data, so that the acquisition efficiency of the sales forecast data is improved.
Fig. 6 is a schematic flowchart illustrating a method for determining a replenishment quantity according to an embodiment of the present application, where the method for determining a replenishment quantity includes:
s602, after the timing task is triggered, determining the page number of each machine in the multiple machines according to the total number of the data to be processed of the cargo management system;
s604, calling sales forecast data from the goods management system according to the page number of each machine in the plurality of machines;
s606, according to the basic information of the target goods, inquiring inventory data of the target goods;
and S608, determining the target replenishment quantity of the target goods according to the sales forecast data and the inventory data.
In this embodiment, the specific process of obtaining the sales prediction data is as follows: the determining device firstly determines the page number of each machine in the plurality of machines triggered by the timing task according to the total number of the data to be processed of the goods management system after the timing task is triggered.
Specifically, according to the total number of the data to be processed by the cargo management system, the maximum number of the data to be processed can be calculated by combining the number of actually processed data by the cargo management system, the minimum number and the maximum number of the processed data, and the determining device can determine the page number of each machine by combining the calculated maximum number with a preset instruction.
Further, the determination device retrieves sales amount prediction data from the cargo management system based on the page number of each machine. Specifically, the determining device may determine a start number and an end number of the query data of each machine according to the page number of each machine, and each machine may retrieve corresponding data from the cargo management system according to the start number and the end number, where the data is the sales prediction data.
The process of obtaining sales forecast data is illustratively described in terms of a flow diagram shown in fig. 7.
Specifically, after the timed task is triggered, a plurality of containers are triggered, the plurality of containers correspond to a plurality of machines, and the plurality of machines can inquire out the count (total number) of data to be processed.
Further, the determination means determines the specific number of counts, if the count is determined to be empty, it is determined that no data has come yet, the program sleeps for 5 minutes, and inquires the count again, and if the count is not empty, the plurality of machines inquire the total (number of slave pieces), minId (minimum number), and maxld (maximum number) of actually processed data.
Further, the confirmation apparatus determines the magnitude relationship between the total and the count, the minId, and the maxId, if the total is not equal to the count, or the minId is empty, or the maxId is empty, it indicates that the sales prediction data cannot be acquired, otherwise, stores "count-minId-maxId" in a redis (database) for recording, then calculates maxPageNum (maximum number of pages) from the minId and maxId, and stores the range of 1,2,3, \8230, maxPageNum in the redis.
Further, the determining device controls each machine to determine a page (page number) by using incBy (self-adding instruction) of redis, if the page is not in the range of the page number stored in the redis, the program exits, otherwise, the determining device calculates the data starting number startId and the technical number endId of the machine through the page number page; specifically, startId = minId + page × pageSize; endId = startId + pageSize, where pageSize denotes a page size.
Further, the determining device retrieves the above-mentioned sales predicting data from the cargo management system based on the startId and endId of each machine.
In this embodiment, the determining device may acquire the sales forecast data by using a manner that a timed task triggers multiple machines, so that the efficiency of acquiring the sales forecast data is improved.
Fig. 8 is a flowchart illustrating a method for determining a replenishment quantity according to an embodiment of the present application, where basic information of a target item includes an item code of the target item, a distribution center code of the target item, and a storage warehouse code of the target item, the method includes:
s802, acquiring sales forecast data of target goods;
s804, according to the goods code, the distribution center code and the storage warehouse code, inquiring inventory data from the inventory information database;
and S806, determining the target replenishment quantity of the target goods according to the sales forecast data and the inventory data.
In this embodiment, the basic information of the target goods specifically includes a goods code of the target goods, a distribution center code of the target goods, and a storage warehouse code of the target goods; the inventory information database represents a database for storing inventory information of goods in a goods management system.
Specifically, the process of querying the inventory data of the target goods is as follows: the determining device inquires all stock data about the target goods from the stock information database according to the goods code, the distribution center code and the storage warehouse code.
Specifically, each piece of data in the inventory information database corresponds to the goods code, the distribution center code, and the storage warehouse code, so that the confirmation device can query the inventory data of the target goods through the three codes.
In the above embodiment, after determining the target replenishment quantity, the determining device is further configured to send the determined target replenishment data to a replenishment work station in the cargo management system in a message queue manner, and store the target replenishment quantity in the data storage.
In the above embodiment, the goods management system may further provide a replenishment quantity query interface, and a user may perform a visual query on the replenishment quantity of a certain kind of goods through the query interface.
Example two:
fig. 9 shows a schematic block diagram of an apparatus for determining a replenishment quantity according to an embodiment of the present application, for determining a replenishment quantity of a target item in a group purchase in a community, where the apparatus 900 for determining a replenishment quantity includes: an obtaining module 902, configured to obtain sales forecast data of a target cargo; a first processing module 904, configured to query inventory data of the target goods according to the basic information of the target goods; and a second processing module 906, configured to determine a target replenishment quantity of the target cargo according to the sales forecast data and the inventory data.
In this embodiment, the target goods represent goods selected by the user in the community group purchase and whose replenishment quantity is to be calculated, the sales prediction data represent prediction data of the sales of the target goods, that is, the quantity of the purchased target goods in the community group purchase, and the basic information of the target goods represents information of the code and the warehousing location of the target goods.
Specifically, the sales prediction data of the target cargo is first acquired by the acquisition module 902. Specifically, there is a goods management system for group purchase in the community, where historical sales data of target goods are stored in the goods management system, and the goods management system can receive transaction data of the target goods from a client in real time, and the goods management system can predict sales of the target goods according to the historical sales data and the transaction data, so that the obtaining module 902 can obtain the sales prediction data through the goods management system.
Further, the first processing module 904 queries the inventory data of the target goods according to the basic information of the target goods.
Specifically, the cargo management system is provided with an inventory information database, and the first processing module 904 may query the inventory data of the target cargo from the database according to the basic information of the cargo.
Further, the second processing module 906 calculates a target replenishment quantity for the target goods according to the sales prediction data and the inventory data.
Specifically, the second processing module 906 can determine the historical sales condition of the target goods and the current sales amount of the target goods according to the sales amount prediction data, can determine the data such as the available inventory and the safe inventory of the target goods according to the inventory data, and the determining device can solve how many target goods need to be supplemented according to the historical sales condition, the current sales amount of the target goods, the available inventory and the safe inventory of the target goods, that is, the target replenishment amount.
In this embodiment, the first processing module 904 can query the inventory data of the target goods according to the basic information of the target goods, and the second processing module 906 can determine the replenishment quantity for the target goods according to the acquired sales forecast data of the target goods and the inventory data. In the above embodiment of the application, the second processing module 906 may automatically determine the target replenishment data of the target goods according to the sales forecast data and the inventory data obtained by the target, so as to avoid interference of artificial subjective factors in the process of determining the replenishment quantity, ensure accuracy of the determined target replenishment quantity, and avoid overstock of the warehouse goods.
Further, in the above embodiment, the inventory data includes an available inventory, a safe inventory and a stock inventory of the target goods, and the second processing module 906 is specifically configured to determine a first sales amount of the target goods according to the sales amount prediction data, where the first sales amount is used to indicate a current predicted sales amount of the target goods in the community group purchase; a target replenishment quantity is determined based on the first sales volume, the available inventory, the safety inventory, and the stock inventory.
Further, in the above embodiment, the second processing module 906 is specifically configured to determine that the target replenishment quantity is empty when the available inventory is empty, or the safety inventory is empty, or the stock inventory is empty, or the available inventory is greater than the safety inventory; or under the condition that the available inventory is less than or equal to the safety inventory and the stock inventory is less than the safety inventory, determining a first replenishment quantity according to the safety inventory, the available inventory and the first sales volume, and determining a target replenishment quantity according to the product of the first replenishment quantity and a preset correction coefficient; or under the condition that the available stock is less than or equal to the safety stock and the stock is greater than or equal to the safety stock, determining a second replenishment quantity according to the stock, the available stock and the first sales volume, and determining a target replenishment quantity according to the product of the second replenishment quantity and a preset correction coefficient.
Further, in the above embodiment, the second processing module 906 is specifically configured to determine the first sales amount according to a difference between the total predicted sales amount and the current sales amount.
Further, in the above embodiment, the method for determining the replenishment quantity is used for the cargo management system, and the obtaining module 902 is specifically configured to obtain the sales forecast data in a manner that a timing task triggers multiple machines in the cargo management system.
Further, in the foregoing embodiment, the obtaining module 902 is specifically configured to determine, according to the total number of to-be-processed data of the cargo management system, a page number of each of the multiple machines after the timing task is triggered; sales forecast data is retrieved from a cargo management system based on the page number of each of the plurality of machines.
Further, in the above embodiment, the basic information of the target goods includes a goods code of the target goods, a distribution center code of the target goods, and a storage warehouse code of the target goods, and the first processing module 904 is specifically configured to query the inventory data from the inventory information database according to the goods code, the distribution center code, and the storage warehouse code.
In the above embodiment, the second processing module 906 is further configured to send the determined target replenishment data to a replenishment work station in the cargo management system in a message queue manner, and store the target replenishment quantity in the data storage.
In the above embodiment, the goods management system may further provide a replenishment quantity query interface, and a user may perform a visual query on the replenishment quantity of a certain kind of goods through the query interface.
Example three:
fig. 10 shows a schematic block diagram of an electronic device according to an embodiment of the present application, where the electronic device 1000 includes: a memory 1002, the memory 1002 having a program or instructions stored therein; the processor 1004 executes the program or the instructions stored in the memory 1002 to implement the steps of the method for determining the replenishment quantity according to the above-mentioned embodiment of the present application, so that the method has all the advantages of the method for determining the replenishment quantity according to the above-mentioned embodiment of the present application, and therefore, redundant description is not repeated herein.
Example four:
according to a fourth embodiment of the present application, a readable storage medium is proposed, on which a program or instructions are stored, which when executed by a processor, implement the method for determining the replenishment quantity as proposed in the above-mentioned embodiment of the present application. Therefore, the readable storage medium has all the advantages of the method for determining the replenishment quantity provided by the above embodiment of the present application, and details are not repeated herein.
In the description herein, the terms "first" and "second" are used for descriptive purposes only and are not to be construed as indicating or implying relative importance unless explicitly stated or limited otherwise; the terms "connected," "mounted," "secured," and the like are to be construed broadly and include, for example, fixed connections, removable connections, or integral connections; may be directly connected or indirectly connected through an intermediate. The specific meaning of the above terms in the present application can be understood by those of ordinary skill in the art as appropriate.
In the description of the present application, the description of the terms "one embodiment," "some embodiments," "a specific embodiment," 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 the present application. In this specification, the schematic representations of the terms used above do not necessarily 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.
In addition, embodiments between various embodiments in this application can be combined with each other, but must be based on the realization of the capability of those skilled in the art, and when the combination of the embodiments is contradictory or cannot be realized, the combination of the embodiments should not be considered to be existed, and is not within the protection scope claimed in this application.
The above description is only a preferred embodiment of the present application and is not intended to limit the present application, and various modifications and changes may be made by those skilled in the art. Any modification, equivalent replacement, or improvement made within the spirit and principle of the present application shall be included in the protection scope of the present application.
Claims (10)
1. A method for determining a replenishment quantity, comprising:
acquiring sales forecast data of target goods;
inquiring the stock data of the target goods according to the basic information of the target goods;
and determining the target replenishment quantity of the target goods according to the sales forecasting data and the inventory data.
2. The method for determining the restocking quantity according to claim 1, wherein the inventory data includes an available inventory, a safety inventory and a stock inventory of the target goods, and the determining the target restocking quantity of the target goods according to the sales prediction data and the inventory data specifically includes:
determining a first sales amount of the target goods according to the sales amount prediction data, wherein the first sales amount is used for indicating the current predicted sales amount of the target goods in the community group purchase;
determining the target replenishment quantity according to the first sales volume, the available inventory, the safety inventory and the stock inventory.
3. The method for determining the replenishment quantity according to claim 2, wherein the determining the target replenishment quantity according to the first sales volume, the available inventory, the safety inventory and the stock inventory specifically comprises:
determining that the target replenishment quantity is empty when the available inventory is empty, or the safety inventory is empty, or the stock inventory is empty, or the available inventory is greater than the safety inventory; or
When the available inventory is less than or equal to the safety inventory and the stock inventory is less than the safety inventory, determining a first replenishment quantity according to the safety inventory, the available inventory and the first sales volume, and determining the target replenishment quantity according to the product of the first replenishment quantity and a preset correction coefficient; or
And under the condition that the available inventory is less than or equal to the safety inventory and the stock inventory is greater than or equal to the safety inventory, determining a second replenishment quantity according to the stock inventory, the available inventory and the first sales quantity, and determining the target replenishment quantity according to the product of the second replenishment quantity and a preset correction coefficient.
4. The method for determining the restocking amount according to claim 2, wherein the sales prediction data includes a total predicted sales amount of the target cargo and a current sales amount of the target cargo, and the determining the first sales amount of the target cargo according to the sales prediction data specifically includes:
and determining the first sales amount according to the difference value of the total predicted sales amount and the current sales amount.
5. The method for determining the replenishment quantity according to any one of claims 1 to 4, wherein the method for determining the replenishment quantity is used for a cargo management system, and the acquiring of the sales prediction data of the target cargo specifically comprises:
and acquiring the sales forecast data in a mode of triggering a plurality of machines in the cargo management system through a timing task.
6. The method for determining the replenishment quantity according to claim 5, wherein the acquiring the sales prediction data by triggering a plurality of machines in the cargo management system through a timing task specifically comprises:
after the timing task is triggered, determining the page number of each machine in the multiple machines according to the total number of the data to be processed of the cargo management system;
and calling the sales forecast data from the cargo management system according to the page number of each of the plurality of machines.
7. The method for determining the replenishment quantity according to any one of claims 1 to 4, wherein the basic information of the target good includes a goods code of the target good, a distribution center code of the target good, and a storage warehouse code of the target good, and the querying the inventory data of the target good according to the basic information of the target good specifically includes:
and inquiring the inventory data from an inventory information database according to the goods code, the distribution center code and the storage warehouse code.
8. An apparatus for determining a replenishment quantity, comprising:
the acquisition module is used for acquiring sales forecast data of the target goods;
the first processing module is used for inquiring the stock data of the target goods according to the basic information of the target goods;
and the second processing module is used for determining the target replenishment quantity of the target goods according to the sales forecasting data and the inventory data.
9. An electronic device, comprising: a memory storing a program and a processor implementing the steps of the method of determining the quantity of restocks according to any one of claims 1 to 7 when the program is executed.
10. A readable storage medium, on which a program or instructions are stored, which when executed by a processor, implement the steps of the method of determining the replenishment quantity according to any one of claims 1 to 7.
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