There is no "recursion" taking place here and I think that this is where you get confused.
From the PostgreSQL documentation: http://www.postgresql.org/docs/9.4/static/queries-with.html
Note: Strictly speaking, this process is iteration not recursion,
but RECURSIVE is the terminology chosen by the SQL standards committee.
To paraphrase this sentence, a WITH RECURSIVE
can be viewed as a simple WHILE
loop.
WITH RECURSIVE t(n) AS (
VALUES (1)
UNION ALL
SELECT n+1 FROM t WHERE n < 100
)
SELECT * FROM t;
Here is some custom-made pseudo-code to explain this process in detail
# Step 1: initialisation
LET cte_result = EMPTY
LET working_table = VALUES (1)
LET intermediate_table = EMPTY
# Step 2: result initialisation, merge initialisation into cte_result
cte_result = cte_result UNION working_table
# Step 3: iteration test
WHILE (working_table is not empty) DO
# Step 4: iteration select, we substitute the self-reference with working_table
intermediate_table = SELECT n+1 FROM working_table WHERE n < 100
# Step 5: iteration merge, merge the iteration result into cte_result
cte_result = cte_result UNION intermediate_table
# Step 6: iteration end, prepare for next iteration
working_table = intermediate_table
intermediate_table = EMPTY
END WHILE
# Step 7: return
RETURN cte_result
And using an example
# Step 1: initialisation
cte_result: EMPTY | working_table: 1 | intermediate_table: EMPTY
# Step 2: result initialisation
cte_result: 1 | working_table: 1 | intermediate_table: EMPTY
# Step 3: iteration test
count(working_table) = 1 # OK
# Step 4: iteration select
cte_result: 1 | working_table: 1 | intermediate_table: 2
# Step 5: iteration merge
cte_result: 1, 2 | working_table: 1 | intermediate_table: 2
# Step 6: iteration end
cte_result: 1, 2 | working_table: 2 | intermediate_table: EMPTY
# Step 3: iteration test
count(working_table) = 1 # OK
# Step 4: iteration select
cte_result: 1, 2 | working_table: 2 | intermediate_table: 3
# Step 5: iteration merge
cte_result: 1, 2, 3 | working_table: 2 | intermediate_table: 3
# Step 6: iteration end
cte_result: 1, 2, 3 | working_table: 3 | intermediate_table: EMPTY
# … 97 more iterations and you get this state
cte_result: 1, 2, …, 100 | working_table: 100 | intermediate_table: EMPTY
# Step 3: iteration test
count(working_table) = 1 # OK
# Step 4: iteration select, the iteration query does not return any rows due to the WHERE clause
cte_result: 1, 2, …, 100 | working_table: 100 | intermediate_table: EMPTY
# Step 5: iteration merge, nothing is merged into the cte_result
cte_result: 1, 2, …, 100 | working_table: 100 | intermediate_table: EMPTY
# Step 6: iteration end
cte_result: 1, 2, …, 100 | working_table: EMPTY | intermediate_table: EMPTY
# Step 3: iteration test
count(working_table) = 0 # STOP
# Step 7: return
cte_result: 1, 2, …, 100
So the result of the CTE is all numbers from 1 to 100.