JP2010044665A - Image processing device, program and image processing system - Google Patents

Abstract

<P>PROBLEM TO BE SOLVED: To enhance the efficiency of cache processing in processing for generating an image element from each record item value of each record in variable printing. <P>SOLUTION: A form analysis part 108 analyzes a form 10, and extracts an argument field of QR code drawing command to form extraction field information 15. An argument combination count part 114 and a cache information creation part 116 extract each field value contained in the extraction field information 15 from a variable data file 20, and determines a value which appears in the variable data file 20 more than a preliminarily designated threshold of such values as a cache object. The value of the cache object is registered in cache information 25. When drawing is performed for each record, a QR code cache determination part 122 takes, among argument values of QR code drawing command, a one contained in the cache information 25 as the cache object to perform cache processing. <P>COPYRIGHT: (C)2010,JPO&INPIT

Description

  The present invention relates to an image processing apparatus, a program, and an image processing system.

  A variable printing technique is known in which contents are replaced for each object and printed. Variable printing is also called variable printing or variable printing. In recent variable printing, it is possible to replace not only simple character strings such as addresses but also graphs and other complicated images according to records in the database. In variable printing, individual records are applied to common layout data (also referred to as a form) to obtain a print result corresponding to each record.

  In variable printing, a relatively complex image such as a barcode or graph may be generated and used for each record. It takes a considerable amount of time to generate such an image. In view of this, so-called cache processing is performed in which the generated image is retained, and when the same image is necessary, it is reused and the generation is omitted to improve processing efficiency.

  For example, Patent Document 1 discloses a method of caching a form image used in common between records and repeatedly using it for each record.

  In Patent Document 2, when an object is cached in a memory, a cache method is controlled according to the remaining memory capacity. In addition, a method is disclosed in which a priority order is set for character patterns to be cached and the character patterns are deleted from the cache in order from the lowest priority character pattern.

  Further, Patent Document 3 discloses a method of generating an image again without caching it for an object whose calculation cost required for generating the image is extremely small even if it is clear that it will be used again.

  Patent Document 4 discloses that a font image once used can be registered in a high-speed memory so that a wide variety of fonts can be output at high speed.

JP 2001-199105 A JP-A-6-106810 JP 2006-347064 A JP-A-1-88660

  An object of the present invention is to enable cache processing to be performed for an image element that can be expected to have an effect of cache processing among image elements generated from values of each record item in each record in variable printing.

  The invention according to claim 1 is an argument of a drawing command designated in advance in a drawing program for variable data printing, from among the values of each item of each record in the variable data, Detecting means for detecting a value that appears more than a predetermined number of times, and when the drawing program is executed for each record in the variable data to generate an image for each record, the value of each item of each record An image processing apparatus comprising: a control unit configured to perform control on an image element generated by executing the attention drawing command using the value as an argument for the value detected by the detection unit. is there.

  According to a second aspect of the present invention, in the first aspect of the invention, the detecting means specifies a record item of an argument of the drawing command specified in advance as the attention item from the drawing program. And second means for detecting a value that appears more than a predetermined number of times from the value of the item of interest in each record of the variable data.

  According to a third aspect of the present invention, in the first aspect of the invention, when the drawing command designated in advance has an argument of a set of a plurality of record items as the argument, the detecting means starts from each record of the variable data. When the same set of values appears for the plurality of record items more than the number of times specified in advance, the set of values is detected as a value that appears for the number of times specified in advance.

  According to a fourth aspect of the present invention, there is provided a computer as an argument of a drawing command designated in advance in a drawing program for printing variable data, from among the values of each item of each record in variable data, wherein the variable Detection means for detecting a value that appears more than a predetermined number of times in the data, each item of each record when executing the drawing program for each record in the variable data to generate an image for each record Of the values detected by the detecting means, and functioning as control means for controlling the image element generated by executing the attention drawing command using the value as an argument as a target of cache processing It is a program.

  The invention according to claim 5 includes an information processing device and an image processing device, and the information processing device includes a value in each item of each record in the variable data, in the drawing program for variable data printing. A detection unit configured to detect a value that is an argument of a drawing command specified in advance and appears in the variable data more than a predetermined number of times, and to generate detection information representing the detected value; Means for acquiring the variable data, the drawing program and the detection information from the information processing apparatus, and generating the image for each record by executing the drawing program for each record in the variable data. A value included in the detection information among the values of the record items of the records is generated by executing the attention drawing command using the value as an argument. And a control means for an image element performs a control to target cache processing, and an image processing system, characterized in that.

  According to the first, fourth, or fifth aspect of the present invention, in variable printing, among image elements generated from the values of each record item in each record, image elements that can be expected to have an effect of cache processing are subject to cache processing. It can be.

  According to the invention according to claim 2, the second means only needs to examine the attention item specified by the first means among the record items of each record of the variable data, compared with the case of examining all record items. Processing efficiency is good.

  According to the invention of claim 3, the image element generated by the drawing command using a plurality of record items as an argument is separated from the image element generated by the drawing command using one of the plurality of record items as an argument. Separately, it can be a target of cache processing.

  An example of an image processing apparatus according to the present invention will be described with reference to FIG. The image processing apparatus illustrated in FIG. 1 includes a form creation unit 100 that creates a form for variable printing (variable printing).

  The form is a program that describes a procedure for generating an image for printing from a record in a variable data file (described later), and is described in a language such as a page description language. The form is also called a layout program or a drawing program. The form includes a command (instruction) for generating an image based on the values of one or more fields in the record. Such a command is called a drawing command. This type of command generates, that is, draws (renders) a different image for each record. In addition, the form may include a command for drawing fixed data independent of records, a command for moving the drawing position, and the like.

  FIG. 2 shows a specific example of the form. The illustrated form 10 is based on PostScript (registered trademark) -based software called VIPP (Variable-data Intelligent PostScript Printware) (however, VIPP is merely an example). “1280 2937 MOVETO” on the fourth and fifth lines from the top of the form 10 shown in FIG. 2 is a command for moving the cursor position to coordinates (1280, 2937) (unit is pixel). “[/ BC URL TELNUM] QRCODE” on the 6th line takes two field value pairs whose names are “URL” and “TELNUM” among the fields of the variable data record as arguments. This is a command for instructing generation (drawing) of a QR code (registered trademark) image. That is, when this command is executed, a QR code representing the value of the field “URL” and the value of the field “TELNUM” in a certain record is generated.

  “[/ BC TELNUM (the person in charge of the person in charge)]” 3 QRCODE ”on the 8th line is an argument that consists of the value of the field“ TELNUM ”as an argument and the fixed string“ It is the person in charge of the person ” Is a command for instructing to draw a QR code representing the argument. In other words, when the code on the eighth line is executed, a QR code image representing a set of the value of the TELNUM field in the record and the character string “It is the telephone number of the person in charge” is generated. Note that the number “3” before the command “QRCODE” is a threshold value that serves as a criterion for determining whether or not to perform cache processing. In this example, when a variable data file is processed, if the QR code is printed three or more times for the same value of the field “TELNUM” and the combination of the value and the fixed character string, the QR code Cache processing is performed on the image. Similarly, for the 10th line, the threshold value that the same value is “3” times or more is set for the QR code drawing for the field “URL”. These thresholds are specified by the form creator as needed (ie written in the form source code).

  Note that a threshold value for cache processing is not specified for the QR code drawing commands on the 6th and 12th lines, but in such a case, a default value (for example, 2) is used.

  The form creation unit 100 is a kind of editor used by the form creator for creating a form as described above.

  The form registration unit 102 performs processing for registering the form in the form database 106. The form management unit 104 is a database management system that manages the form database 106. The electronic data of the form 10 created by the form creation unit 100 is sent to the form management unit 104 by the form registration unit 102 and registered in the form database 106.

  The form analysis unit 108 analyzes the form 10 and generates extracted field information 15. That is, an argument field that is a candidate for cache is extracted from the form 10, and extracted field information 15 that lists the extracted fields is generated. In this embodiment, a drawing command of interest is designated in advance in the form analysis unit 108, and an argument of the drawing command is extracted as a cache target candidate (details will be described later). In the following, an example in which the QR code drawing command is a drawing command of interest will be described, but this is only an example. Since the cache processing is more effective for drawing (image generation) with a large calculation cost (calculation time, computer power, or a combination thereof), a drawing command with a large calculation cost for drawing is designated as a command of interest. Is done. Such commands include a graph drawing command (for example, DDG command in VIPP) and a special drawing font command (for example, Specialty Image Font in VIPP) in addition to the QR code drawing command. The generated extracted field information 15 is stored in the extracted field information storage unit 110 in association with the identification information of the form (for example, the file name of the form).

  When performing variable printing, the variable data file 20 is input to the image processing apparatus. The variable data file 20 is a file including one or more records, and each record has a plurality of fields (items).

  FIG. 3 shows an example of the data contents of the variable data file 20. This example is an example based on VIPP (however, VIPP is merely an example). The form (layout program) used in the processing of this variable data file is specified by the description “(qrcode.dbm) STARTDBM” on the sixth line from the top of the data content illustrated in FIG. The form identifier used is "qrcode.dbm", and "STARTDBM" is a command that specifies the form. The form named “qrcode.dbm” is the form illustrated in FIG.

  The seventh line in the data content shown in FIG. 3 represents the field name of each field (item) in the record to be printed. The “ID” field is the identification information of the record, the “TELNUM” field is the telephone number of the company that is the subject of the record, the “URL” field is the URL (Uniform Resource Locator) of the company's homepage, and “MESSAGE” The field shows a message from the company, and "JAN" and below show information about each month. From the eighth line onwards, records to be printed are arranged in order. One line represents one record. A record group (including a field name column) is described in, for example, CSV (Comma Separated Values) format (however, CSV is merely an example).

  The print instruction unit 112 is a functional module that receives a print instruction from the user. When the user designates the variable data file 20 as a print target and issues a print instruction to the print instruction unit 112, the image processing apparatus executes a process for variable printing.

  The argument combination counting unit 114 refers to the extracted field information 15 to detect a combination of argument values used in the QR code drawing command from the variable data file 20, and counts the number of appearances of the same combination of argument values. Argument combination information indicating is generated. The cache information generation unit 116 generates cache information 25 indicating the argument value (or combination thereof) to be cached from the argument combination information. The processing of the argument combination count unit 114 and the cache information generation unit 116 will be described in detail later.

  The variable data processing unit 120 generates image data for printing for each record by applying each record in the variable data file 20 to the form 10 for variable printing. That is, the variable data processing unit 120 corresponds to each drawing command by executing each drawing command of the form 10 (that is, the layout program) by substituting the value of each field of the record for the argument for each record. An image element to be printed is drawn, and print image data including the image element is generated.

  The variable data processing unit 120 uses the cache object storage unit 126 to perform image element cache processing when generating image data for printing. In this example, since the QR code image element generated by the QR code drawing command “QRCODE” is a candidate for caching, the QR code cache determination unit 122 is provided. When applying the form 10 to a record in the variable data file 20, the QR code cache determination unit 122 receives the value of the QR code drawing command argument (QR code argument 30) from the variable data processing unit 120, It is determined whether or not the QR code image generated from the argument 30 is to be cached. The cache object check unit 124 checks whether or not the QR code image determined to be cached is cached (stored) in the cache object storage unit 126. The QR code image generation unit 128 generates a QR code image representing the QR code argument 30.

  The processing contents of the QR code cache determination unit 122, the cache object check unit 124, and the QR code image creation unit 128 will be described in detail later.

  The output unit 130 prints a print image for each record generated by the variable data processing unit 120 on a sheet.

  Next, an example of a processing procedure of the image processing apparatus in FIG. 1 will be described. As illustrated in FIG. 4, when the form 10 is registered in the form database 106, the form 10 is analyzed by the form analysis unit 108, and fields to be noted for the determination of the cache target are extracted from the form 10. (S10). As shown in FIG. 2, this extraction process finds a drawing command (referred to as a drawing command of interest. In this example, “QRCODE”) designated in advance from the code of the form 10, and the drawing command of interest. The field name of the field (item in the record) that is the argument of is extracted. When the drawing command of interest uses a combination of a plurality of fields as an argument, a combination of field names of those fields is extracted. A list of field names extracted in this way is extracted field information 15. For example, when “QRCODE” is the drawing command of interest, the form 10 illustrated in FIG. 2 extracts three combinations of “URL” and “TELNUM”, “TELNUM” alone, and “URL” alone. (Refer to the extracted field information 15 in FIG. 2).

  As another example, if the argument of the drawing command of interest includes constant data (for example, the character string “the phone number of the person in charge” on the eighth line in the example of FIG. 2) in addition to the field name, A combination of the field name and constant data may be extracted and incorporated in the extracted field information 15. In this case, for example, the argument field information “TELNUM, (the telephone number of the person in charge)” is extracted from the description on the eighth line in the example of FIG. 2 and incorporated in the extracted field information 15.

  Note that the extracted field information 15 may include a threshold of the number of appearances for determining a cache target in addition to the list of field names (or field name pairs) of the extracted arguments. In this case, for example, since “3” is specified as the threshold value in the description of the 10th line of the form 10 in FIG. 2, the threshold value “3” is associated with the argument field “URL” extracted from this line. Is incorporated in the extracted field information 15.

  The extracted field information 15 generated in this way is registered in the extracted field information storage unit 110 in association with the identification information of the form 10, for example. A plurality of forms 10 can be registered in the form database 106 and used later. The extracted field information storage unit 110 stores extracted field information 15 extracted from each form 10 registered in the form database 106. The extracted field information 15 registered in the extracted field information storage unit 110 is extracted and used when processing of the variable data file 20 is instructed later.

  Returning to the description of FIG. 4 again, when the print instruction unit 112 is instructed to print the variable data file 20, the argument combination count unit 114 and the cache information generation unit 116 extract the cache target from the variable data file 20. A process of extracting numerical values is performed (S20).

  In this process, first, the argument combination counting unit 114 refers to the extraction field information 15 and extracts from the variable data file 20 an argument that is a candidate for a cache target, that is, an argument value of a drawing command of interest. At this time, the argument combination counting unit 114 extracts the extracted field information 15 corresponding to the identification information of the form specified in the variable data file 20 (see the sixth line of the variable data file 20 in FIG. 3). Obtained from the storage unit 110 and used. When the argument of the drawing command of interest includes a plurality of fields, a set of values of the plurality of fields is extracted as an argument value. In addition, if the argument of the drawing command of interest includes constant data (for example, the character string “the phone number of the person in charge” on the 8th line in the example of FIG. 2) in addition to the field name, A pair of a field value and its constant data is extracted as an argument value.

  For example, in the example of FIG. 3, the extracted field information 15 includes three sets of argument field information. When an argument value matching the extracted field information 15 is obtained from the record of ID = 1 in the variable data file 20 (that is, the 8th line), “090-1111-2222, http://example.com”, “090- "1111-2222, the phone number of the person in charge" and "http://example.com" are extracted. The extracted argument value is added to the argument combination count information 22.

  Further, the argument combination counting unit 114 counts the number of appearances in the variable data for each extracted argument value. That is, when a certain argument value is found first, the argument value is registered in the argument combination count information 22 (see FIG. 3), and the count value is set to 1. Then, when the same argument value as the already extracted argument value is found while examining each record in the variable data, the count value of the extracted argument value in the argument combination count information 22 is incremented by one.

  Through the processing as described above, the argument combination count information 22 shown in FIG. 3 is generated. In this example, the number after the “:” (colon) at the end of each line (one line is information about one argument value) is the count value of the number of appearances.

  The cache information generation unit 116 determines that the count value of the number of appearances is greater than or equal to the threshold value corresponding to the argument value from the argument value group included in the argument combination count information 22 when the processing of the entire variable data file 20 is completed. Some are extracted as cache targets.

  For example, in the argument combination count information 22 illustrated in FIG. 5, the count value of the argument value information 23a is 1, and the threshold value for the argument field “URL, TELMUN” corresponding to the argument value information 23a is the default value “2”. Therefore, the argument “090-1111-2222, http://example.com” included in the argument value information 23a is not selected as a cache target. On the other hand, the count value of the argument value information 23b is 3, which is greater than or equal to the explicit threshold “3” for the argument field “URL”, and therefore the argument value “http: // example” included in the argument value information 23b. .com ”is extracted as a cache target. Since the count value of the argument value information 23c is less than the threshold “3”, it is not selected as a cache target.

  Through the processing as described above, the cache information 25 illustrated in FIG. 5 is generated from the argument combination count information 22. The cache information 25 is a list of argument values extracted as cache targets.

  Returning to FIG. 4 again, when the cache information 25 is generated by the processing of step S20, the print instruction unit 112 activates the variable data processing unit 120 to execute variable printing processing (S30). An example of processing of the variable data processing unit 120, the QR code cache determination unit 122, the cache object check unit 124, and the QR code image creation unit 128 in step S30 will be described with reference to FIGS.

  When the variable data processing unit 120 finds a QR code drawing command while sequentially executing each drawing command in the form 10, the variable data processing unit 120 reads the argument 30 of the command from the record and passes it to the QR code cache determination unit 122. . When the QR drawing command includes a plurality of arguments, the values of the plurality of arguments are passed as the QR code argument 30. The QR code cache determination unit 122 acquires the argument (S40).

  The QR code cache determination unit 122 checks whether or not the QR code argument 30 is included in the cache information 25, and if it is included, an image element (in this example, a QR code image) generated from the argument 30 is included. It determines with it being a cache object (S42). When it is determined that the QR code argument 30 is not a cache target, the QR code cache determination unit 122 passes the QR code argument 30 to the QR code image creation unit 128 to generate a QR code image representing the QR code argument 30. The generated QR code image is transferred to the variable data processing unit 120 (S44). At this time, the generated QR code image is not cached (that is, not stored in the cache object storage unit 126). The variable data processing unit 120 writes the received QR code image as an execution result of the QR code drawing command in the area of the image for printing on the memory.

  If the QR code cache determination unit 122 determines in step S42 that the image element generated from the QR code argument 30 is a cache target, the value of the argument 30 is passed to the cache object check unit 124.

  The cache object check unit 124 checks whether or not a QR code image corresponding to the received value of the QR code argument 30 is stored (cached) in the cache object storage unit 126 (S46). If it is not cached, the cache object check unit 124 passes the QR code argument 30 to the QR code image creation unit 128 to generate a QR code image representing the QR code argument 30. The generated QR code image is passed to the variable data processing unit 120 as the execution result of the QR code drawing command (S48). At this time, the generated QR code image is cached (stored) in the cache object storage unit 126 (S50). At this time, the QR code image is stored in the cache object storage unit 126 in association with the value of the QR code argument 30, for example. In this case, the value of the QR code argument 30 becomes the index of the cached QR code image.

  If it is determined in step S46 that the QR code image corresponding to the value of the received QR code argument 30 is stored in the cache object storage unit 126, the cache object check unit 124 stores the QR code image in the cache object storage unit. 126 and returns it to the variable data processing unit 120 as the execution result of the QR code drawing command (S52).

  As described above, in this embodiment, all the image elements generated in the variable printing process are not cached, but are specified in advance among the image elements of the execution result of the specified drawing command of interest specified in advance. Cache only those that are used more than the specified threshold. If the user specifies the drawing command to be used as the drawing command of interest and the threshold value, the image element to be automatically cached can be automatically specified even if the value of each field of each record is not individually specified as the cache target. Is determined.

  7 and 8 are diagrams illustrating another implementation example of the embodiment. 7 and FIG. 8, the same elements as those in FIG.

  In the example of FIG. 7, the client 200 creates a form, and the client 300 receives a print instruction for the variable data file 20 from the user. The clients 200 and 300 and the print server 400 can communicate with each other via the communication units 202, 302, and 402, respectively.

  The form 10 created by the client 200 is input to the print server 400 via the communication units 202 and 402. The print server 400 registers the input form 10 in the form database 106 and generates extracted field information 15 from the form 10 and stores it.

  When a print instruction for the variable data file 20 is received from the client 300 via the communication units 302 and 402, the print server 400 generates cache information 25 from the variable data file 20. Then, using this cache information 25, the variable data processing unit 120 controls the cache processing of the image element of the rendering result when the image of each record is generated.

  The example of FIG. 8 is an example in which the client 500 has a function of creating and managing a form, a function of creating extracted field information 15 from the form, and a function of creating cache information 25 from the variable data file 20. When the user instructs the client 500 to print the variable data file 20, the argument combination count unit 114 and the cache information generation unit 116 in the client 500 generate the cache information 25 from the file 20. Then, the variable data file 20, the form 10 specified in the file 20, and the cache information 25 created from the file 20 are sent to the print server 600 via the communication units 502 and 602. Using the received information, the print server 600 controls whether or not the generated image element is cached when the variable data processing unit 120 generates an image of each record.

  The embodiment has been described above. The embodiment described above is merely an example. Within the scope of the present invention, various modifications are conceivable for the above-described embodiments. For example, in the above description, the QR code drawing command is the attention drawing command, but this is only an example. In addition, means for designating a drawing command of interest may be provided in the image processing apparatus.

  The image processing apparatus, the print server 400 or 600, and the clients 200, 300, or 500 exemplified above are realized, for example, by causing a general-purpose computer to execute a program that represents the processing of each functional module described above. Here, for example, as shown in FIG. 9, the computer includes, as hardware, a microprocessor such as a CPU 700, a memory (primary storage) such as a random access memory (RAM) 702 and a read only memory (ROM) 704, an HDD ( HDD controller 708 that controls (hard disk drive) 706, various I / O (input / output) interfaces 710, network interface 712 that performs control for connection to a network such as a local area network, and the like are connected via, for example, bus 714 Circuit configuration. In addition, for example, via the I / O interface 710 to the bus 714, a portable drive of various standards such as a disk drive 716 for reading and / or writing to a portable disk recording medium such as a CD or a DVD, or a flash memory. A memory reader / writer 718 for reading from and / or writing to the nonvolatile recording medium may be connected. A program in which the processing contents of each functional module exemplified above are described is stored in a fixed storage device such as a hard disk drive via a recording medium such as a CD or DVD, or via a communication means such as a network, and stored in a computer. Installed. The program stored in the fixed storage device is read into the RAM 702 and executed by a microprocessor such as the CPU 700, whereby the functional module group exemplified above is realized. Some or all of these functional module groups are used as hardware circuits such as dedicated LSI (Large Scale Integration), ASIC (Application Specific Integrated Circuit), or FPGA (Field Programmable Gate Array). It may be configured.

1 is a diagram illustrating a schematic configuration of an example of an image processing apparatus according to an embodiment. It is a figure for demonstrating the process which produces | generates extraction field information from a form (drawing program). It is a figure for demonstrating the process which produces | generates argument combination information from a variable data file. 6 is a flowchart illustrating an example of processing executed by the image processing apparatus according to the embodiment. It is a figure for demonstrating the process which produces | generates cache information from argument extraction information. It is a flowchart which shows an example of the procedure of the cache control at the time of variable printing execution. It is a figure which shows the example of mounting of embodiment. It is a figure which shows the example of mounting of embodiment. It is a figure which shows an example of the hardware constitutions of a computer.

Explanation of symbols

  10 forms, 15 extracted field information, 20 variable data files, 25 cache information, 100 form creation unit, 102 form registration unit, 104 form management unit, 106 form database, 108 form analysis unit, 110 extracted field information storage unit, 112 printing Instructing unit, 114 argument combination counting unit, 116 cache information generation unit, 120 variable data processing unit, 122 QR code cache determination unit, 124 cache object check unit, 126 cache object storage unit, 128 QR code image creation unit, 130 output unit .

Claims (5)

Among the values of each item of each record in variable data, a value that is an argument of a drawing command specified in advance in a drawing program for printing variable data, and that appears more than a predetermined number of times in the variable data Detecting means for detecting
When the drawing program is executed for each record in the variable data to generate an image for each record, the value detected by the detection means among the values of the items of the records is used as an argument. Control means for controlling the image element generated by executing the attention drawing command as a target of cache processing,
An image processing apparatus comprising: The detection means includes
A first means for specifying a record item of an argument of the drawing command specified in advance as the item of interest from the drawing program;
A second means for detecting a value that appears more than a predetermined number of times from the value of the item of interest in each record of the variable data;
The image processing apparatus according to claim 1, further comprising: In the case where the drawing command designated in advance has a set of a plurality of record items as an argument, the detection means specifies the set of the same value for the plurality of record items from among the records of the variable data. When the value appears more than once, the set of values is detected as a value that appears more than the predetermined number of times.
The image processing apparatus according to claim 1. Computer
Among the values of each item of each record in variable data, a value that is an argument of a drawing command specified in advance in a drawing program for printing variable data, and that appears more than a predetermined number of times in the variable data Detecting means for detecting
When the drawing program is executed for each record in the variable data to generate an image for each record, the value detected by the detection means among the values of the items of the records is used as an argument. Control means for performing control on an image element generated by executing the attention drawing command as a target of cache processing,
Program to function as. An information processing device and an image processing device;
The information processing apparatus includes:
Among the values of each item of each record in variable data, a value that is an argument of a drawing command specified in advance in a drawing program for printing variable data, and that appears more than a predetermined number of times in the variable data Detecting means for detecting detection and generating detection information representing the detected value,
With
The image processing apparatus includes:
Means for acquiring the variable data, the drawing program, and the detection information from the information processing apparatus;
When the drawing program is executed for each record in the variable data to generate an image for each record, the value included in the detection information among the values of the record items of each record Control means for controlling the image element generated by executing the attention drawing command as an argument as a target of cache processing;
An image processing system comprising:

Images