AWS EMR Data Source and Operator Compatibility

The following list provides information and links for the Legacy operators in the TIBCO Data Science - Team Studio that you can use with a AWS EMR data source.

Data Extraction Operators
Copy To Database
Hadoop File
Exploration Operators
Bar Chart
Box Plot
Correlation (DB)
Frequency
Histogram
Line Chart
Scatter Plot Matrix
Summary Statistics (DB)
Variable Selection (DB)
Transformation Operators
Aggregation (DB)
Batch Aggregation
Collapse
Column Filter (DB)
Correlation Filter (HD)
Distinct (HD)
Fuzzy Join
Join (DB)
Normalization (DB)
Null Value Replacement (DB)
Numeric to Text (DB)
One-Hot Encoding
Pivot (DB)
Reorder Columns (HD)
Replace Outliers (DB)
Row Filter (DB)
Sessionization
Set Operations (DB)
Sort By Multiple Columns
Transpose
Unpivot (DB)
Unstack
Variable (DB)
Wide Data Variable Selector - Chi Square / Anova
Wide Data Variable Selector - Correlations
Window Functions - Aggregate
Window Functions - Lag/Lead
Window Functions - Rank
Sampling Operators
Random Sampling (DB)
Resampling
Sample Selector
Modeling Operators
Alpine Forest Classification
Alpine Forest Regression
ARIMA Time Series (DB)
Association Rules
Collaborative Filter Trainer
Decision Tree
Gradient Boosting Classification
Gradient Boosting Regression
K-Means (HD)
Linear Regression (HD)
Logistic Regression (HD)
Naive Bayes (HD)
Neural Network
PCA (HD)
SVM Classification
Prediction Operators
Chi Square, Goodness of Fit
Chi Square, Independence Test
Classifier (DB)
Collaborative Filter Predictor
Collaborative Filter Recommender
N-gram Dictionary Loader
PCA Apply1
Predictor (DB)
Model Validation Operators
Alpine Forest Evaluator
Classification Threshold Metrics
Confusion Matrix
Goodness of Fit
Lift (DB)
Regression Evaluator (DB)
ROC
T-Test - Independent Samples
T-Test - Paired Samples
T-Test - Single Sample
Tool Operators
Convert
Export
Export to Excel (DB)
Export to SBDF (DB)
Flow Control
HQL Execute
Load Model
Note
Pig Execute
Python Execute (DB)
R Execute
Sub-Flow
Natural Language Processing (NLP) Operators
LDA Predictor
LDA Trainer
N-gram Dictionary Builder
Text Extractor
Text Featurizer