public void testCoGroup() throws Exception {
LogicalPlanTester lpt = new LogicalPlanTester();
lpt.buildPlan("a = load '/test/d.txt' as (name:chararray, age:int, gpa:float);");
lpt.buildPlan("b = group a by name;");
LogicalPlan plan = lpt.buildPlan("store b into '/test/empty';");
// check basics
org.apache.pig.experimental.logical.relational.LogicalPlan newPlan = migratePlan(plan);
LogicalSchema loadSchema =
((LogicalRelationalOperator) newPlan.getSources().get(0)).getSchema();
Set<Long> uids = getAllUids(loadSchema);
LogicalRelationalOperator op =
(LogicalRelationalOperator) newPlan.getSuccessors(newPlan.getSources().get(0)).get(0);
assertEquals(LOCogroup.class, op.getClass());
LogicalSchema schema = op.getSchema();
assertEquals(2, schema.size());
assertEquals(DataType.CHARARRAY, schema.getField(0).type);
assertEquals(false, uids.contains(schema.getField(0).uid));
assertEquals(0, schema.getField(0).alias.compareTo("group"));
assertEquals(DataType.BAG, schema.getField(1).type);
assertEquals(DataType.CHARARRAY, schema.getField(1).schema.getField(0).type);
assertEquals(0, schema.getField(1).schema.getField(0).alias.compareTo("name"));
assertEquals(loadSchema.getField(0).uid, schema.getField(1).schema.getField(0).uid);
assertEquals(DataType.INTEGER, schema.getField(1).schema.getField(1).type);
assertEquals(0, schema.getField(1).schema.getField(1).alias.compareTo("age"));
assertEquals(loadSchema.getField(1).uid, schema.getField(1).schema.getField(1).uid);
assertEquals(DataType.FLOAT, schema.getField(1).schema.getField(2).type);
assertEquals(0, schema.getField(1).schema.getField(2).alias.compareTo("gpa"));
assertEquals(loadSchema.getField(2).uid, schema.getField(1).schema.getField(2).uid);
uids.add(Long.valueOf(schema.getField(0).uid));
assertEquals(false, uids.contains(schema.getField(1).uid));
assertEquals(
LOCogroup.class, newPlan.getSuccessors(newPlan.getSources().get(0)).get(0).getClass());
LOCogroup cogroup = (LOCogroup) newPlan.getSuccessors(newPlan.getSources().get(0)).get(0);
MultiMap<Integer, LogicalExpressionPlan> expressionPlans = cogroup.getExpressionPlans();
assertEquals(1, expressionPlans.size());
List<LogicalExpressionPlan> plans =
(List<LogicalExpressionPlan>) expressionPlans.get(Integer.valueOf(0));
assertEquals(1, plans.size());
LogicalExpressionPlan exprPlan = plans.get(0);
assertEquals(1, exprPlan.getSinks().size());
assertEquals(ProjectExpression.class, exprPlan.getSinks().get(0).getClass());
ProjectExpression prj = (ProjectExpression) exprPlan.getSinks().get(0);
assertEquals(loadSchema.getField(0).uid, prj.getUid());
assertEquals(0, prj.getColNum());
assertEquals(0, prj.getInputNum());
}
public void testCoGroup4() throws Exception {
LogicalPlanTester lpt = new LogicalPlanTester();
lpt.buildPlan("a = load '/test/d.txt' as (name:chararray, age:int, gpa:float);");
lpt.buildPlan("b = load '/test/e.txt' as (name:chararray, age:int, blah:chararray );");
lpt.buildPlan("c = group a by ( name, age ), b by ( name, age );");
LogicalPlan plan = lpt.buildPlan("store c into '/test/empty';");
// check basics
org.apache.pig.experimental.logical.relational.LogicalPlan newPlan = migratePlan(plan);
assertEquals(
LOCogroup.class, newPlan.getSuccessors(newPlan.getSources().get(0)).get(0).getClass());
LOCogroup cogroup = (LOCogroup) newPlan.getSuccessors(newPlan.getSources().get(0)).get(0);
// Reason for this strange way of getting the load schema is to maintain the sequence correctly
LogicalSchema loadSchema =
((LogicalRelationalOperator) newPlan.getPredecessors(cogroup).get(0)).getSchema();
LogicalSchema load2Schema =
((LogicalRelationalOperator) newPlan.getPredecessors(cogroup).get(1)).getSchema();
Set<Long> uids = getAllUids(loadSchema);
uids.addAll(getAllUids(load2Schema));
LogicalRelationalOperator op =
(LogicalRelationalOperator) newPlan.getSuccessors(newPlan.getSources().get(0)).get(0);
assertEquals(LOCogroup.class, op.getClass());
LogicalSchema schema = op.getSchema();
assertEquals(3, schema.size());
assertEquals(DataType.TUPLE, schema.getField(0).type);
assertEquals(false, uids.contains(schema.getField(0).uid));
assertEquals(0, schema.getField(0).alias.compareTo("group"));
assertEquals(DataType.CHARARRAY, schema.getField(0).schema.getField(0).type);
assertEquals(0, schema.getField(0).schema.getField(0).alias.compareTo("name"));
assertEquals(DataType.INTEGER, schema.getField(0).schema.getField(1).type);
assertEquals(0, schema.getField(0).schema.getField(1).alias.compareTo("age"));
assertEquals(DataType.BAG, schema.getField(1).type);
assertEquals(DataType.CHARARRAY, schema.getField(1).schema.getField(0).type);
assertEquals(0, schema.getField(1).schema.getField(0).alias.compareTo("name"));
assertEquals(loadSchema.getField(0).uid, schema.getField(1).schema.getField(0).uid);
assertEquals(DataType.INTEGER, schema.getField(1).schema.getField(1).type);
assertEquals(0, schema.getField(1).schema.getField(1).alias.compareTo("age"));
assertEquals(loadSchema.getField(1).uid, schema.getField(1).schema.getField(1).uid);
assertEquals(DataType.FLOAT, schema.getField(1).schema.getField(2).type);
assertEquals(0, schema.getField(1).schema.getField(2).alias.compareTo("gpa"));
assertEquals(loadSchema.getField(2).uid, schema.getField(1).schema.getField(2).uid);
assertEquals(DataType.BAG, schema.getField(2).type);
assertEquals(DataType.CHARARRAY, schema.getField(2).schema.getField(0).type);
assertEquals(0, schema.getField(2).schema.getField(0).alias.compareTo("name"));
assertEquals(load2Schema.getField(0).uid, schema.getField(2).schema.getField(0).uid);
assertEquals(DataType.INTEGER, schema.getField(2).schema.getField(1).type);
assertEquals(0, schema.getField(2).schema.getField(1).alias.compareTo("age"));
assertEquals(load2Schema.getField(1).uid, schema.getField(2).schema.getField(1).uid);
assertEquals(DataType.CHARARRAY, schema.getField(2).schema.getField(2).type);
assertEquals(0, schema.getField(2).schema.getField(2).alias.compareTo("blah"));
assertEquals(load2Schema.getField(2).uid, schema.getField(2).schema.getField(2).uid);
// We are doing Uid tests at the end as the uids should not repeat
assertEquals(false, uids.contains(schema.getField(0).schema.getField(0).uid));
assertEquals(false, uids.contains(schema.getField(0).schema.getField(1).uid));
assertEquals(false, uids.contains(schema.getField(1).uid));
uids.add(schema.getField(1).uid);
assertEquals(false, uids.contains(schema.getField(2).uid));
MultiMap<Integer, LogicalExpressionPlan> expressionPlans = cogroup.getExpressionPlans();
assertEquals(2, expressionPlans.size());
List<LogicalExpressionPlan> plans =
(List<LogicalExpressionPlan>) expressionPlans.get(Integer.valueOf(0));
assertEquals(2, plans.size());
List<LogicalExpressionPlan> plans2 =
(List<LogicalExpressionPlan>) expressionPlans.get(Integer.valueOf(1));
assertEquals(2, plans2.size());
LogicalExpressionPlan exprPlan = plans.get(0);
assertEquals(1, exprPlan.getSinks().size());
assertEquals(ProjectExpression.class, exprPlan.getSinks().get(0).getClass());
ProjectExpression prj = (ProjectExpression) exprPlan.getSinks().get(0);
assertEquals(loadSchema.getField(0).uid, prj.getUid());
assertEquals(0, prj.getColNum());
assertEquals(0, prj.getInputNum());
LogicalExpressionPlan exprPlan2 = plans.get(1);
assertEquals(1, exprPlan2.getSinks().size());
assertEquals(ProjectExpression.class, exprPlan2.getSinks().get(0).getClass());
ProjectExpression prj2 = (ProjectExpression) exprPlan2.getSinks().get(0);
assertEquals(loadSchema.getField(1).uid, prj2.getUid());
assertEquals(1, prj2.getColNum());
assertEquals(0, prj2.getInputNum());
LogicalExpressionPlan exprPlan3 = plans2.get(0);
assertEquals(1, exprPlan3.getSinks().size());
assertEquals(ProjectExpression.class, exprPlan3.getSinks().get(0).getClass());
ProjectExpression prj3 = (ProjectExpression) exprPlan3.getSinks().get(0);
assertEquals(load2Schema.getField(0).uid, prj3.getUid());
assertEquals(0, prj3.getColNum());
assertEquals(1, prj3.getInputNum());
LogicalExpressionPlan exprPlan4 = plans2.get(1);
assertEquals(1, exprPlan4.getSinks().size());
assertEquals(ProjectExpression.class, exprPlan4.getSinks().get(0).getClass());
ProjectExpression prj4 = (ProjectExpression) exprPlan4.getSinks().get(0);
assertEquals(load2Schema.getField(1).uid, prj4.getUid());
assertEquals(1, prj4.getColNum());
assertEquals(1, prj4.getInputNum());
}
