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FastScore Specifications

Model Formats     Instrumentation and Logging  
R   Scoring throughput
Python   Sensors
PFA   Default sensors installed
Java   Dashboard sensor support
H2O      
Matlab   Workflow, Concurrency, Scaling, etc  
C   Single model complex analytic workflows
PMML   Multi-model complex analytic workflows
Scala   Single machine scaling
      Infrastructure Scaling (multi-server, cloud, etc)
Certified Deployment Options     Multi-engine concurrency
Linux   Model state persistence checkpointing
AWS   Model state staring
On-premise   Multiple input/output streams
Private Cloud      
Public Cloud   Third Party Orchestrators  
Azure   OpenShift
Google Cloud   BlueData
MacOS   Mesos/Marathon/DCOS
      Swarm
Data Source Types     Kubernetes
REST      
Kafka   Model Management and AnalyticOps  
File   Store/Edit/Select Models
ODBC   Store/Edit/Select Streams
HTTP   Store/Edit/Select Schemas
Experimental (TCP/UDP/Exec)      
Kafka (Authenticated)   Machine Learning Integration  
S3 (Authenticated)   R [ R ]
      scikit-learn [ Python ]
Schema Definition Formats     ml.lib [POJO ]
Avro Schema   H2O [POJO]
Avro Schema Extensions (Restrictions)   Tensorflow [ Python, R ]
         
Data Encoding Formats     Integration and Management Interfaces  
Raw   RESTful API
JSON   CLI
Avro-binary   Model deploy Jupyter
UTF-8   GUI Dashboard
SOAP/RPC      
      Authentication and Access Control  
Environment Management     LDAP Authentication
Import Policy   Dashboard LDAP Authentication
      OAuth2/OIDC
FastScore SDK        
Python 2      
Python 3      
Scala/Java      
Go