Examples of GenericDataModel

org.apache.mahout.cf.taste.impl.model.GenericDataModel

A simple {@link DataModel} which uses a given {@link List} of users as its data source. This implementationis mostly useful for small experiments and is not recommended for contexts where performance is important.

Examples of org.apache.mahout.cf.taste.impl.model.GenericDataModel

      if (random.nextDouble() < evaluationPercentage) {
        processOneUser(trainingPercentage, trainingUsers, testUserPrefs, userID, dataModel);
      }
    }
    
    DataModel trainingModel = dataModelBuilder == null ? new GenericDataModel(trainingUsers)
        : dataModelBuilder.buildDataModel(trainingUsers);
    
    Recommender recommender = recommenderBuilder.buildRecommender(trainingModel);
    
    double result = getEvaluation(testUserPrefs, recommender);

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Examples of org.apache.mahout.cf.taste.impl.model.GenericDataModel

      }
      if (!prefsList.isEmpty()) {
        result.put(userIDs[i], new GenericUserPreferenceArray(prefsList));
      }
    }
    return new GenericDataModel(result);
  }

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Examples of org.apache.mahout.cf.taste.impl.model.GenericDataModel

            mongoTimestamp = getDate(user.get("created_at"));
          }
        }
      }
    }
    delegate = new GenericDataModel(GenericDataModel.toDataMap(userIDPrefMap, true));
  }

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Examples of org.apache.mahout.cf.taste.impl.model.GenericDataModel

            removeMongoUserItem(Long.toString(userID), Long.toString(itemID));
          }
        }
      }
    }
    return new GenericDataModel(rawData);
  }

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Examples of org.apache.mahout.cf.taste.impl.model.GenericDataModel

                           Long.toString(itemID),
                           Float.toString(preferenceValue));
        }
      }
    }
    return new GenericDataModel(rawData);
  }

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Examples of org.apache.mahout.cf.taste.impl.model.GenericDataModel

    
    log.info("Reading preference data...");
    FastByIDMap<PreferenceArray> users = readUsers(dataDirectory);
    
    log.info("Creating delegate DataModel...");
    delegate = new GenericDataModel(users);
  }

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Examples of org.apache.mahout.cf.taste.impl.model.GenericDataModel

    
    log.info("Reading preference data...");
    FastByIDMap<PreferenceArray> users = readUsers(dataDirectory);
    
    log.info("Creating delegate DataModel...");
    delegate = new GenericDataModel(users);
  }

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Examples of org.apache.mahout.cf.taste.impl.model.GenericDataModel


        for (File updateFile : findUpdateFiles()) {
          processFile(new FileLineIterator(updateFile, false), data, timestamps, false);
        }


        return new GenericDataModel(GenericDataModel.toDataMap(data, true), timestamps);


      } else {


        FastByIDMap<PreferenceArray> rawData = ((GenericDataModel) delegate).getRawUserData();


        for (File updateFile : findUpdateFiles()) {
          processFile(new FileLineIterator(updateFile, false), rawData, timestamps, true);
        }


        return new GenericDataModel(rawData, timestamps);


      }


    } else {

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Examples of org.apache.mahout.cf.taste.impl.model.GenericDataModel

  protected DataModel buildModel() throws IOException {
    FastByIDMap<Collection<Preference>> data = new FastByIDMap<Collection<Preference>>();
    FileLineIterator iterator = new FileLineIterator(getDataFile(), false);
    FastByIDMap<FastByIDMap<Long>> timestamps = new FastByIDMap<FastByIDMap<Long>>();
    processFile(iterator, data, timestamps, false);
    return new GenericDataModel(GenericDataModel.toDataMap(data, true));
  }

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Examples of org.apache.mahout.cf.taste.impl.model.GenericDataModel


    log.info("Reading preference data...");
    List<User> users = readUsers(dataDirectory, movies);


    log.info("Creating delegate DataModel...");
    delegate = new GenericDataModel(users);
  }

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