• Getting started with Rulex Platform
  • Datasets used in the manual
  • Formulas and functions
  • Factory
  • Rulex Platform Reference Documentation
Hide navigation
  • Factory
    • Rulex Factory Licences
    • Basic Concepts
      • Environments, Resources and Flows
      • Permissions in Rulex Factory
      • Overview on the Stage
      • Factory Terminology
    • Getting Started
      • Creating Environments in the Factory
      • Saved and Custom resources
      • Local Filesystem File Location
      • Setting up connections
        • Remote Filesystem Connection
        • Establishing Remote Connections
        • Establishing Connections to Databases
        • Saving a Repository Connection as a Resource
      • Creating Flows
        • Importing Flows
      • Checking the Validity of a Flow with the Flow Review Tool
        • Creating an Excel Validation File
        • Mapping Tasks to Categories
    • Importing Data into a Flow
      • Saving Sources for Import and Export tasks
      • Using a Custom Source in Import and Export Tasks
      • Importing Data from a Microsoft Excel file
      • Importing Data from a Text File
      • Importing Data from a Json File
      • Importing Data from an XML File
      • Importing Data from a Database
      • Creating datasets using the Empty Source task
      • Conditionally Importing Data from Databases
      • Importing Structures with Import from Task
    • Working with your data in the Factory
      • Datasets and Attributes
      • Task Overview
        • Task categories
        • Saving and Computing Tasks
        • Selecting Attributes in tasks
        • Searching Tasks
      • Exploring and Structuring Data
        • The Data Manager
          • Computing Formulas in the Data Manager
            • Common operators in Factory formulas
            • Example of formulas in the Data Manager
          • Formulas and Functions in the Factory
            • Arrays in the Factory
              • enum function in the Factory
              • fillDown function in the Factory
              • fillLinear function in the Factory
              • fillUp function in the Factory
              • integer function in the Factory
              • len function in the Factory
              • matchHeaders function in the Factory
              • nominal function in the Factory
              • perm function in the Factory
              • rank function in the Factory
              • shift Function in the Factory
            • Logical functions in the Factory
              • ifelse function in the Factory
              • isDate function in the Factory
              • isDatetime function in the Factory
              • isFloat function in the Factory
              • isInteger function in the Factory
              • isMonth function in the Factory
              • isQuarter function in the Factory
              • isTime function in the Factory
              • isType function in the Factory
              • isWeek function in the Factory
            • Statistical functions in the Factory
              • anovat and anovap functions in the Factory
              • argMax and argMin functions in the Factory
              • chisquare and chisquarep functions in the Factory
              • cohenk function in the Factory
              • count function in the Factory
              • countIf function in the Factory
              • covariance function in the Factory
              • cumMax and cumMin functions in the Factory
              • distinct function in the Factory
              • entropy function in the Factory
              • fact function in the Factory
              • Gini function in the Factory
              • interquartile function in the Factory
              • max and max2 functions in the Factory
              • maxyoudencut function in the Factory
              • mean function in the Factory
              • median function in the Factory
              • min and min2 functions in the Factory
              • mode function in the Factory
              • movMean function in the Factory
              • pearson function in the Factory
              • quantile function in the Factory
              • roc function in the Factory
              • standard deviation function in the Factory
              • variance function in the Factory
            • Math and Trigonometry functions in the Factory
              • abs function in the Factory
              • acos function in the Factory
              • acosh function in the Factory
              • asin function in the Factory
              • asinh function in the Factory
              • atan function in the Factory
              • atanh function in the Factory
              • baseConv function in the Factory
              • ceil function in the Factory
              • cos function in the Factory
              • cosh function in the Factory
              • cumProd function in the Factory
              • cumSum function in the Factory
              • exp function in the Factory
              • floor function in the Factory
              • isInteger function in the Math and Trigonometry functions of the Factory
              • log function in the Factory
              • log10 function in the Factory
              • prod function in the Factory
              • rand function in the Factory
              • randGauss function in the Factory
              • round function in the Factory
              • sign function in the Factory
              • sin function in the Factory
              • sinh function in the Factory
              • sqrt function in the Factory
              • sum function in the Factory
              • tan function in the Factory
              • tanh function in the Factory
            • Text functions in the Factory
              • charReplace function in the Factory
              • distance function in the Factory
              • find function in the Factory
              • head function in the Factory
              • isPrefix function in the Factory
              • isSuffix function in the Factory
              • isWord function in the Factory
              • numExt function in the Factory
              • pad function in the Factory
              • phonetic function in the Factory
              • prefix function in the Factory
              • replace function in the Factory
              • strip function in the Factory
              • suffix function in the Factory
              • tail function in the Factory
              • textConcat function in the Factory
              • textExtract function in the Factory
              • textFormat function in the Factory
              • textLen function in the Factory
              • textLower function in the Factory
              • textSort function in the Factory
              • textUpper function in the Factory
            • Date and Time functions in the Factory
              • addMonth function in the Factory
              • addQuarter function in the Factory
              • addWorkingDays function in the Factory
              • addYear function in the Factory
              • currDate function in the Factory
              • currDatetime function in the Factory
              • date function in the Factory
              • datetime function in the Factory
              • day function in the Factory
              • hour function in the Factory
              • isDate function in the Date and Time functions of the Factory
              • isDatetime function in the Date and Time functions of the Factory
              • isMonth function in the Date and Time functions of the Factory
              • isQuarter function in the Date and Time functions of the Factory
              • isTime function in the Date and Time functions of the Factory
              • isWeek function in the Date and Time functions of the Factory
              • minute function in the Factory
              • month function in the Factory
              • quarter function in the Factory
              • second function in the Factory
              • time function in the Factory
              • timeZone function in the Factory
              • week function in the Factory
              • weekDay function in the Factory
              • year function in the Factory
            • Graphs functions in the Factory
              • connComp function in the Factory
              • leaf function in the Factory
              • leafDistance function in the Factory
              • root function in the Factory
              • rootDistance function in the Factory
            • System functions in the Factory
              • currDate function in the System functions of the Factory
              • currDatetime function in the System functions of the Factory
              • hostName function in the Factory
              • ipAddress function in the Factory
              • timeZone function in the System functions of the Factory
            • Data functions in the Factory
              • cast Function in the Factory
              • catNames Function in the Factory
              • decideType function in the Factory
              • disc function in the Factory
              • discEqualFrequency function in the Factory
              • discEqualWidth function in the Factory
              • discretize function in the Factory
              • isAttribute function in the Factory
              • isFloat function in the Data functions of the Factory
              • isType function in the Data functions of the Factory
              • type function in the Factory
          • Plotting Data in the Data Manager
            • Configuring plot options in the Data Manager
            • Changing the layout of a plot in the Data Manager
            • Setting how a plot is displayed in the Data Manager
            • Modifying the attributes used in a plot in the Data Manager
            • Plots available in the Data Manager
              • Plotting Bar Plots in the Data Manager
              • Plotting Scatter Plots in the Data Manager
              • Plotting Curve Plots in the Data Manager
              • Plotting Heat Maps in the Data Manager
              • Plotting Pie Charts in the Data Manager
              • Plotting Stat Plots in the Data Manager
            • Updating Plots After Query Operations
          • Managing Attributes in the Data Manager
            • Managing Attribute Values
            • Advanced Attributes Management in the Attribute Tab
          • Querying Data in the Data Manager
            • Pre-filtering Data in the Data Manager
            • Building complex pre-filters and post-filters in the Factory
            • Grouping values in the Data Manager
            • Applying functions in the Data Manager
            • Sorting values in the Data Manager
            • Post-filtering Data in the Data Manager
          • Computing Statistics in the Sheets tab
            • Computing Single Statistics in the Sheets tab
            • Values, Frequencies and Quantiles in the Sheets tab
            • Computing Correlation and Covariance in the Sheets tab
            • Computing Cross Tabulation Statistics in the Sheets tab
            • Computing ROC Curves in the Sheets tab
            • Computing Test for Independent Samples in the Sheets tab
            • Computing Test for Paired Samples in the Sheets tab
          • Tracking operations in the History tab
        • Reshaping, Transforming and Cleaning Datasets
          • Cleaning Datasets
          • Discretizing Data
          • Identifying and Managing Outliers
          • Reshaping Datasets to Wide Format
          • Reshaping Datasets to Long Format
          • Transposing Data
          • Performing Moving Windows Statistics in Data
        • Splitting Data into Training and Test Sets
          • Splitting Data with the Split Data Task
          • Splitting Data with the Data Manager
        • Merging Datasets
          • Joining datasets
          • Concatenating datasets
        • Using External Scripts in Rulex
          • Applying R Scripts in Rulex Flows
          • Applying Python Scripts in Rulex Flows
          • Importing Data from R Scripts
          • Importing Data from Python Scripts
        • Identifying the Principal Components in Datasets with PCA
      • Solving your problem
        • Solving Optimization Problems
          • Using Mixed Integer Linear Programming to solve Optimization Problems
          • Using Network Optimizer to solve Optimization Problems
          • Using Transport Optimizer to Solve Optimization Problems
        • Solving Supervised Learning Problems
          • Using SVM to solve Classification Problems
          • Using Decision Tree to solve Classification Problems
          • Using Auto Regressive to solve Regression Problems
          • Using K-Nearest Neighbor to solve Regression Problems
          • Using K-Nearest Neighbor to solve Classification Problems
          • Using Neural Networks to solve Classification Problems
          • Using Neural Networks to solve Regression Problems
          • Using Regression Tree to solve Regression Problems
          • Using Regression SVM to solve Regression Problems
          • Using Linear to solve Regression Problems
          • Using LLM to solve One-Class Problems
          • Using LLM to solve Classification Problems
          • Using LLM to solve Regression Problems
          • Using Logistic to solve Classification Problems
        • Solving Unsupervised Learning Problems
          • Solving Association Problems in the Factory
            • Using Anomaly Detection to solve Association Problems
            • Using Frequent Itemsets Mining to solve Association Problems
            • Using Hierarchical Basket Analysis to solve Association Problems
            • Using Sequence Analysis to solve Association Problems
            • Using Assortment Optimizer to solve Association Problems
            • Using Similar Items Detector to solve Association Problems
          • Solving Clustering Problems in the Factory
            • Using Label Clustering to Cluster Data
            • Using Projection Clustering to Cluster Data
            • Using Standard Clustering to Cluster Data
      • Working with the Results
        • Converting Structures
          • Converting Rulesets to Datasets
          • Converting Datasets to Structures
          • Converting Models to Datasets
          • Converting Structures to Datasets
          • Converting Datasets to Models
          • Converting Datasets to Rulesets
        • Analyzing and Optimizing Results
          • Analyzing Rules in the Rule Manager
          • Adding Rules Manually in the Rule Manager
          • Analyzing Frequent Itemsets and Sequences
          • Optimizing Association and Replacement Rules
          • Ranking Rule Features and Values
          • Analyzing Model Performance in the Confusion Matrix
          • Analyzing Classification LLM Rules in the Rule Viewer
          • Merging Rules
          • Applying Models to Data
          • Finding and Replacing Values in Datasets
          • Optimizing Rulesets
      • Compacting Tasks into Modules
        • Creating Modules without Data Sources
        • Configuring Modules without Data Sources
        • Creating Modules with Data Sources
        • Configuring Modules with Data Sources
        • Extracting Modules
      • Refining and Improving Flows
        • Selecting parts of a Flow with Select Flow
        • Enriching Flows using Widgets
        • The Flow Summary
          • Using the Summary
            • Setting the parametric options in the Option Manager
          • Using Variables in the Factory
            • Using the Environment Variables
            • Using the Code Variables
            • Using the Vault Variables
          • Using Alerts in the Factory
          • Prioritizing Tasks in the Factory
          • Creating Documentation in the Factory
        • Configuring Runtime Variables
        • Managing Parametric Options in Tasks
        • Recording Macros
        • Working with Macros
          • Saving Macros
          • Using Macros in Events
        • Analyzing Flow Performance
      • Exporting Flows
        • Exporting Flows by Task
      • Exporting Data from a Flow
        • Exporting to a Database
        • Exporting to an Excel File
        • Exporting to a Json File
        • Exporting to a Text File
        • Exporting to an Xml File
        • Exporting Data from the Data Manager
      • Modifying Flows Execution Preferences
Show navigation

Basic Concepts

In this section, you will find the basic information about Rulex Factory and the first operations to perform when you start working on it.

You can find the following topics:

  • Environments, Resources and Flows
  • Permissions in Rulex Factory
  • Overview on the Stage
  • Factory Terminology

Search

    Powered by Instant Websites for Confluence