v4.6.0

New features

• Added Loading and Initiating Error pages when start application
  • After the activation of the AP+DN7, screen will automatically change
  
• Added Job Error page to show all failed jobs and detail information
  • Now it is easier to find the details of job errors
  
• Added a feature to verify the linking process between start-process and target-process
  • Warning is displayed in case when no data links.
  
• Modified GUI for Process config page.
  • Added some column types: main::Datetime, main::Serial and other system types
  • Added Seri data-type to show in process's target column
  
• Added Ordinalize categorical values in SkD page
  • This function enables to extract relations between categorical variables and numerical objective variable.
  
• Added Fine Select feature to PCP to select range of value in dimension columns
  • Now it is easier to filter the shown data in detail
  
• Added color to threshold (red), Process threshold (light-blue) setting in Threshold/Graph Config page
  • Now users can notice the correspondence between the settings and the line colors
  
• Added external API
  • (ja) APDN7_API_Reference.zip

Improvements

• (Common)
  • Verify the app files by path_list information.
  • Modified Japanese texts
  • Removed unused message from .po files
  • Show total of selected variables
  • Launch the app in virtual environment (Python)
  • Modified Data-Finder to start from Monday
  • Order graphs by variable selection order (click event)
• (Config)
  • Now AP+DN7 generates columns name for non-header datasets (with skip setting in datasource config)
  • Verified duplicated process name in System Name, Japanese Name and Local Name
  • Changed camelCase to PascalCase and apply ASCII normalization in System Name/Local Name of Process config
  • Removed minimize and maximize from context-menu in config pages
  • Adjust text-size of bookmark modal
  • Hide DummyDatetime if uncheck this column from Process Config page
  • Support some kinds of datetime format (MM月DD日, MM-DD, MM/DD, dd/mm/yy, ...)
  • Support V2 with horizontal columns: Work Type, Quality, Lot No, Tray No
  • Now we can import V2 dataset with duplicated columns
  • Now we can import V2 dataset without process_name
  • Improved Filter Config page
  • Improved performance of Job List page
  • Detect EU format of number
  • Support SSV dataset in COG page and data-importing
  • Show encoding of dataset in Data-source config page
  • Enhance the coefficient with K-Sep pattern
  • Support showing data preview and import all NA column, as string
• (FPP)
  • Cast Int Category column and show them with Step-bar chart
• (PCP)
  • Improved ordering for category variables
  • Changed default chart type in PCP by data types and target variables
• (ScP)
  • Show ticks on violin chart
  • Change default color scale of ScP to Auto Scale
• (AGP)
  • Apply graph limitation
• (CHM)
  • Improved performance
• (SkD/CHM)
  • Aded filter checkbox
• (SkD/RLP/PCA/GL)
  • Hide checkbox and radio button of Seri variable
• (RLP)
  • Support Jump with EMD and NG rate (Judge)
• (Internal logics)
  • Improved detect_abnormal_count by random seed
  • Improved performance of sigificant_digit by using mode.use_inf_as_na (pandas) instead of replace inf to NA
  • Support launch the application by Direct Startup Mode
  • Change packages downloading script use powershell instead of CURL
  • Manage announcement event by multiple processing
  • Now run the app by multiple processing
  • Enhanced the data importing from the factory datasource to include one month's data at least (in past)
  • Updated the init data with new process setting (init/app.sqlite3)
  • Upgraded gtag.js
  • Removed UA tracking
  • Change the way to calculate cycle time
  • Changed the labelencode (labelencode_by_stat) from median to mean as default, to be more sensitive to detect relations
  • Restructured transaction database by process to improve performance
  • Split scheduler to another database from app.slite3
  • Upgraded flask-framework version to version 2.0.0

Bug fixes

• (Common)
  • Fix a bug for the APDN7 console to close after clicking the Shutdown button.
  • Fix issue of checking selected column by Set button
  • Fixed a bug where locale does not change arcording to configuration in startup.ini
  • Do not let the app auto-restart while error has occurred
  • Change condition filter in GUI
  • Fix the app to avoid connect database many times
  • Fix issue of database lock
• (Config)
  • Registering English column name and same-mean column name in the V2 datasource.
  • Fix a bug for showing wrong name issue of column in Proc-link graph (config page)
  • Validate valid files/folder in Datasource Config page
  • Fix issue of auto link processes
  • Do not normalize input path to hankaku characters
  • Fix issue of coef with negative matching by regex
• (FPP)
  • Fix y-ticks for CT
  • Inconsistent cross-hair showing at timeseries and histogram charts in FPP page
  • Fix N Total in summary box in case of facet selection in FPP page
• (SkD)
  • Data-ordering in SkD page
• (StP)
  • Fix a bug StP could not show graph in latest mode
• (MSP)
  • Fix a bug for showing graph slowly in MSP
• (PCP)
  • Fixed chart showing with scrollbar
• (ScP)
  • Fix scale range for color in ScP page
• AgP
  • Fixed an issue of exporting data from AgP
• (Internal logics)
  • The import-data job is terminated by the ProcessPoolExecutor (max_workers=5).
  • Fix a bug related to missing columns (Key-Error) and encoding while importing data
  • Fixed to get time-range of factory-data incase of SQLite datasource
  • Tracking import history as transaction data
  • Bincount in discretize data feature does not accept minus numbers
  • Fix a bug of failure to download python relevant to authentication by CA_CERT
  • Fix bugs of factory data importing in FACTORY_PAST_IMPORT logic
  • Fix issue of re-schedule job
  • Fix duplicated records from factory data
  • Fix issue of data-importing by UnicodeDecodeError
  • Fix issue of unknown idna when retrieve hostname
  • Adjust datetime in timezone with Summer time