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1: PACKAGE BODY odm_km_clustering_model wrapped
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1PACKAGE:
1BODY:
1ODM_KM_CLUSTERING_MODEL:
1FUNCTION:
1GET_LOG_LEVEL:
1RETURN:
1INTEGER:
1V_LOG_LEVEL:
1CURSOR:
1C1:
1TO_NUMBER:
1VALUE:
1ODM_CONFIGURATION:
1NAME:
1=:
1ODM_SERVER_SQL_TRACE:
1OPEN:
1CLOSE:
1OTHERS:
1ISOPEN:
10:
1LOG_WARNING_MESSAGE:
1P_MESSAGE_GROUP:
1VARCHAR2:
1P_LOCATION:
1P_MESSAGE_ID:
1NUMBER:
1P_DETAILS:
1P_SUBSTITUTED_STRING:
1V_LOCATION:
190:
1C_PACKAGE_NAME:
1||:
1.:
1ODM_MODEL_UTIL:
1LOG_OPUTIL_MESSAGE:
1DMT_OPUTIL:
1WARNING:
1IMPORTANT:
1ODM_SERVER_JAVA:
1ODM_SERVER_SQL:
1LOG_ERROR_MESSAGE:
1ERROR:
1CRITICAL:
1LOG_TRACE_MESSAGE:
1P_MESSAGE_LEVEL:
1P_MESSAGE_TEXT:
1P_MESSAGE_DETAILS:
1PRAGMA:
1AUTONOMOUS_TRANSACTION:
1V_COUNT:
1PLS_INTEGER:
1COMMIT:
1LOOKUP_AND_LOG_ERROR_MESSAGE:
1P_SUBSTITUTE_1:
1P_SUBSTITUTE_2:
1P_SUBSTITUTE_3:
1P_SUBSTITUTE_4:
1V_MESSAGE_STRING:
14000:
1FORM_SUBSTITUTED_STRING:
1THROW_EXCEPTION:
1P_ORIGINATOR:
1P_EXCEPTION_NUM:
1SQLERRM:
1TRACE_OUTPUT:
1P_PROCEDURE_NAME:
1P_VAR1_NAME:
1P_VAR1_VALUE:
1P_VAR2_NAME:
1P_VAR2_VALUE:
1P_VAR3_NAME:
1P_VAR3_VALUE:
1P_VAR4_NAME:
1P_VAR4_VALUE:
1P_VAR5_NAME:
1P_VAR5_VALUE:
1P_VAR6_NAME:
1P_VAR6_VALUE:
1V_OUT:
1ODM_MESSAGE_LOG:
1MESSAGE_TEXT:
1TYPE:
1V_PROCEDURE_NAME:
130:
1<:
13:
1 :
1TO_CHAR:
1TRUNC:
12:
1LOW_DETAIL:
1ODM_CL_KM_BUILD_SQL:
1TRACE_CHECKPOINT:
1P_START:
1P_CHKPT_DESC:
1V_INTERVAL:
1DBMS_UTILITY:
1GET_TIME:
1-:
1*:
110:
1/:
11000:
1V_DEBUG_SAVE:
1BOOLEAN:
1FALSE:
1 at :
1 seconds:
1BUILD_KM_INIT:
1GV_NUMBINS:
1GV_NODE_ARRAY_IDX:
1GV_INT_TAB:
1TRIM:
1COUNT:
11:
1GV_ATTR_BINS:
1GV_ATTR_TYPE:
1GV_EMPTY_NODE:
1CHILDREN:
1IS NOT NULL:
1>:
1POINTS:
1INIT_TABLE:
1P_TAB:
1OUT:
1INTEGER_TAB_TYPE:
1I:
1LOOP:
1C_INTEGER_INIT_VAL:
1NUMBER_TAB_TYPE:
1C_NUMBER_INIT_VAL:
1INIT_2D_TABLE:
1P_2D_TAB:
1INTEGER_2D_TAB_TYPE:
1NUMBER_2D_TAB_TYPE:
1HISTOGRAM_TAB_TYPE:
1INIT_CLUSTERS:
1P_CLUSTERS:
1CLUSTER_INTERNAL_TAB_TYPE:
1P_SIZE:
1V_END:
1<=:
1GV_EMPTY_CLUSTER:
1CENTROID:
1EXTEND:
1HISTOGRAMS:
1ELSIF:
1KM_PERSIST:
1P_ALGORITHM:
1P_CELLS:
1ODM_OC_CLUSTERING_MODEL:
1CELL_TAB_TYPE:
1P_NODES:
1CLUSTER_NODE_TAB_TYPE:
1P_ATTR_NAMES:
1ATTRNAMEARRAY:
1P_CLUSTER_TABLE_NAME:
1TABLE_NAME_TYPE:
1P_MINING_TASK_ID:
1MINING_TASK_ID_TYPE:
1V_CLUSTER_OUT_PROTOTYPE:
1CLUSTER_TYPE:
1CENTROID_TAB_TYPE:
1CENTROID_ENTRY_TYPE:
1ATTRIBUTE_HISTOGRAM_TAB_TYPE:
1ATTRIBUTE_HISTOGRAM_TYPE:
1HISTOGRAM_ENTRY_TAB_TYPE:
1HISTOGRAM_ENTRY_TYPE:
1CHILD_TAB_TYPE:
1CHILD_TYPE:
1V_CLUSTER_OUT:
1V_STMT:
1SQL_STATEMENT_TYPE:
1V_NUMBER_ATTRIBUTES:
1V_MAX_CNT:
1V_TMP1:
1V_TMP2:
1V_CLUSTER_TABLE_CREATED:
1V_BIN_SUM:
1V_START:
1V_TEMP1:
1V_TEMP2:
1V_TEMP3:
1V_TEMP4:
1CREATE_PERSIST_TABLE:
1HISTOGRAM:
1CHILD:
1ID:
1J:
1ENTRIES:
1ATTRIBUTE_ID:
1ATTRIBUTE_NAME:
1K:
1IS NULL:
1+:
1RANGES:
1L:
1!=:
1ROUND:
1TREE_LEVEL:
1PARENT:
1RECORD_COUNT:
1NUMBER_POINTS:
1INSERT INTO :
1 VALUES(::v):
1EXECUTE:
1IMMEDIATE:
1USING:
1HAMMING_DISTANCE:
1P_X1:
1P_X2:
1V_HDIST:
1P_V1:
1P_V2:
1EXISTS:
1EUCLIDEAN_DISTANCE:
1V_DIST:
1V_DIST_TOTAL:
1VALIDATE_BUILD_INPUT:
1P_TRAINING_TABLE_NAME:
1P_TID_COLUMN_NAME:
1COLUMN_NAME_TYPE:
1P_ITEM_COLUMN_NAME:
1P_VALUE_COLUMN_NAME:
1P_BINS_ATTR_TYPE_TABLE:
1P_DISTANCE_FUNCTION_OPTION:
1P_STOP_CRITERION:
1P_MAX_ITERATIONS:
1P_ERROR_TOLERANCE:
1P_MAX_NUMBER_CLUSTERS:
1V_SCHEMA_NAME:
1SCHEMA_OBJECT_NAME_TYPE:
1Validating Input Parameters:
1Training table:: :
1Training table ID column:: :
1Training table ITEM column:: :
1Training table VALUE column:: :
1Bins table:: :
1Cluster table:: :
1Algorithm:: :
1Distance Opt:: :
1Stop Criterion:: :
1Max Iterations:: :
1Error Tolerance:: :
1Max Number Clusters:: :
1SELECT user FROM dual:
1TABLE_EXIST:
1NOT:
1C_BUILD_NAME:
1E_INVALID_INPUT_NUM:
1COLUMN_EXIST:
1COLUMN_TYPE_VALID:
1C_DT_NUMBER:
1C_ALG_KMEANS:
1C_ALG_KMODES:
1C_ALG_KHYBRID:
1C_EUCLIDEAN:
1C_HAMMING:
1C_ERROR_TOLERANCE:
1C_ITERATIONS:
1C_BOTH_STOP_CRITERION:
1Input Parameters Validated:
1COMPUTE_CENTROID:
1P_POINTS:
1P_NODE:
1CLUST2: ER_NODE_TYPE:
1P_DIMENSION:
1V_SUM:
1V_WEIGHT:
1P_HISTOGRAM:
1V_CENTROID:
1V_BIN:
1COMPUTE_CENTROIDS:
1P_CLUSTER:
1CLUSTER_INTERNAL_TYPE:
1C_NUMERIC:
1C_CATEGORICAL:
1COMPUTE_VARIANCE:
1P_CENTROID:
1P_DISTANCE_FUNCTION:
1COMPUTE_ENTROPY:
1P_ATTRIBUTE:
1V_SUM_POINTS:
1V_ENTROPY:
1V_PREDICTION:
1LOG:
1COMPUTE_HISTOGRAMS:
1P_HISTOGRAMS:
1NOCOPY:
1V_POINT:
1LEAF_NODES:
1V_LIST:
1TABLE_IN:
1P_VALUE:
1P_COLLECTION:
1TRUE:
1TABLE_IDX:
1TABLE_MAX_IDX:
1V_RESULT:
1V_IDX:
1TABLE_MAX:
1TABLE_SUM:
1SORT_LEAF_NODES:
1P_LEAVES:
1P_DISPERSION_SUM:
1P_ORDER:
1V_DISPERSIONS:
1V_INDEX_LIST:
1DISPERSION:
1KM_FLAT:
1P_DIST_FUNC:
1P_NUMBER_CELL:
1P_DATA_2D:
1P_DATA_IND:
1V_K:
1V_TOTAL_DISTANCE:
1V_DISTANCE_MIN:
1V_RET_DIST:
1V_ERROR:
1V_CURRENT_ERROR:
1V_CONVERGENCE:
10.0:
1V_TEMP:
1V_ITERATION:
1V_HIST:
1V_WINNER:
1V_ATTRIBUTE_NUM:
1V_FAT_POINT_COUNT:
1V_DIST_VECTOR:
1V_POINTS:
1V_WINNERS:
1V_POINT_COUNT:
1V_DISPERSION:
1V_CENTROIDS:
1EXIT:
1ABS:
1SPLIT_NODES:
1P_PARENT_NODES:
1P_NUMBER_ATTRIBUTES:
1P_MAX_LEAVES:
1P_DATA_BUFFER:
1C2:
1V_DELTA:
1V_MAX_DELTA:
1V_MAX_DELTA_DIM:
1V_NODE:
1V_CHILD:
1V_PARENT:
1V_PERTURBED_CENTROID:
1V_DESCENDENTS:
1V_DISTANCE_FUNCTION:
1V_SPLIT:
1V_PARENT_NODES:
1V_LEAVES:
1V_HISTOGRAM:
1V_RET_IND:
1V_HISTOGRAMS:
1V_RET_CLUSTERS:
1exception:: attempt to reference node beyond range:
1gv_node_array_idx:
1p_nodes.count:
1no variance:
1C_EPSILON:
1No recompete at this level:
1CREATE_BUFFER:
1V_BUFFER:
1V_M:
1V_CNT:
1BUILD_KM:
1P_NUMBER_OF_CLUSTERS:
1P_ROOT_ID:
1P_NUMBER_OF_LEAVES:
1P_NUMBER_OF_LEVELS:
1P_INPUT_DATA_REC_COUNT:
1V_ALGORITHM:
1V_TREE_TYPE:
1C_BALANCED_TREE:
1V_NODES:
1V_LEAVES_SOR:
1V_DEAD_NODES:
1V_CHILD1_E:
1V_CHILD2_E:
1V_CHILD1_I:
1V_CHILD2_I:
1V_CHILD1_C:
1V_CHILD2_C:
1V_CURRENT_LEVEL:
1V_NEW_LEAVES:
1V_MAX_TREE_NODES:
1V_MAX_LEVEL:
1V_CLUSTERS:
1V_DISPERSION_SUM:
1V_KM_FACTOR:
1V_KM_BUFFER:
1V_CELLS:
1CELL_TYPE:
1RANGE_TAB_TYPE:
1RANGE_ARRAY_TYPE:
1V_SUMM_POINTS:
1V_ATTR_NAMES:
1V_BIN_REMAP:
1V_NUM_TYPE:
1V_CAT_TYPE:
1V_BINS_CURSOR:
1CURSOR_TYPE:
1V_BINS_CURSOR_REC:
1BINS_TYPE:
1V_MAX_BIN:
1V_RAW_DATA_POINTS:
1V_NUM_POINTS:
1V_ROW_COUNT:
1V_DATA_CURSOR:
1V_DATA_CURSOR_REC:
1ATTRIBUTE_TYPE:
1V_SUMMARIZE:
1V_PREV_ID:
1V_NOISE_LEVEL:
1V_FIRST_ID:
1V_SPLIT_COUNT:
1 Initialize build.:
1 Validate input.:
1 Retrieve configuration parameters.:
1SELECT TO_NUMBER(value) FROM odm_configuration WHERE name = ::1:
1CL_ALG_SETTING_KM_FACTOR:
1CL_ALG_SETTING_KM_BUFFER:
1CL_ALG_SETTING_TREE_GROWTH:
1 Access BIN information.:
1SELECT COUNT(DISTINCT attribute_id) FROM :
1E_MODEL_ORA_ERROR_NUM:
1Number of attributes:: :
1Populate attribute arrays.:
1SELECT attribute_name, type, numbins :
1FROM :
1 ORDER BY attribute_id:
1BULK:
1COLLECT:
1Review attribute types.:
1Categorical data found.:
120100:
1Number of bins:: :
1Examine training table database object.:
1SELECT COUNT(*) FROM USER_PART_TABLES WHERE TABLE_NAME = :
1':
1UPPER:
1Training table has multiple partitions.:
1SELECT partition_count FROM USER_PART_TABLES WHERE TABLE_NAME = :
1SELECT COUNT(DISTINCT :
1) FROM :
1Training table has a single partition, counting rows.:
1Using raw data points - No summarization is being done.:
1SELECT t.:
1, :
1 a.attribute_id, :
1 t.:
1 FROM :
1 t, :
1 a:
1 WHERE a.attribute_name = :
1 ORDER BY t.:
1NOTFOUND:
1SEQUENCE_ID:
1Beginning summarization.:
1CEIL:
1OCLUSTER:
1C_ALG_DENSITY:
1Transfer summarized data to buffer. :
1fat points:
1raw points:
1Initialize tree structure.:
1Initialize clusters.:
1>=:
1C_DISPERSION_TREE:
1Split nodes.:
1Child 1 does not exist:
1Child 2 does not exist:
1dead node:
1Update tree to reflect any point migrations.:
1Recompute histograms and centroids.:
1Model build complete:
1Persist model in database:
1E_MODEL_ORA_ERROR:
1Build failed with ORA exception:: :
1RAISE_APPLICATION_ERROR:
1CURSOR_ALREADY_OPEN:
1DUP_VAL_ON_INDEX:
1TIMEOUT_ON_RESOURCE:
1INVALID_CURSOR:
1NOT_LOGGED_ON:
1LOGIN_DENIED:
1NO_DATA_FOUND:
1ZERO_DIVIDE:
1INVALID_NUMBER:
1TOO_MANY_ROWS:
1STORAGE_ERROR:
1PROGRAM_ERROR:
1VALUE_ERROR:
1ACCE3: SS_INTO_NULL:
1COLLECTION_IS_NULL:
1SUBSCRIPT_OUTSIDE_LIMIT:
1SUBSCRIPT_BEYOND_COUNT:
1Build failed with PLSQL exception:: :
1SQLCODE:
1Build failed with unknown exception.:
1E_UNKNOWN_EXCEPTION_NUM:
0
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4d b0 3d 8f a0 4d b0 3d
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6b :2 a0 6b 7e 51 b4 2e a5
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11 68 4f 9a 90 :2 a0 b0 3f
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63 37 :3 a0 a5 b a5 57 b7
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4d a5 b a0 4d a5 b a5
b a5 b 81 b0 a3 a0 1c
81 b0 a3 :2 a0 6b 1c 81 b0
a3 a0 1c 81 b0 a3 a0 1c
81 b0 a3 a0 1c 81 b0 a3
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81 b0 a3 a0 1c 81 b0 a3
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a3 a0 1c 81 b0 a3 a0 1c
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a5 57 :2 a0 6b a0 6b a0 7e
51 b4 2e 51 a5 57 :2 a0 6b
a0 6b a0 7e 51 b4 2e 51
a5 57 91 51 :2 a0 6b a0 63
37 :2 a0 d :2 a0 a5 b a0 6b
a0 6b 7e 51 b4 2e :2 a0 6b
51 a5 b a0 6b :2 a0 a5 b
a0 6b 51 a5 b d :2 a0 6b
51 a5 b a0 6b :2 a0 a5 b
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6b 4d d b7 :2 19 3c 91 51
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51 b4 2e 51 a5 57 :2 a0 6b
a0 a5 b a0 6b a0 d :2 a0
6b a0 a5 b a0 6b :2 a0 a5
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b a0 6b a0 6b a0 63 37
:2 a0 6b a0 a5 b a0 6b a0
a5 b a0 6b a0 d b7 a0
47 a0 7e b4 2e a0 51 d
91 51 :2 a0 a5 b a0 63 37
:2 a0 7e :2 a0 a5 b a0 6b a0
a5 b a0 a5 b b4 2e d
b7 a0 47 91 51 :2 a0 a5 b
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