Rich-T-kid commented on PR #23187:
URL: https://github.com/apache/datafusion/pull/23187#issuecomment-5193826956
I ran TPCH Q4 against main and these were my results
```
tpchgen-cli -s 10 --tables orders --format=parquet
```
main
```
datafusion-cli -c "
SELECT o_orderpriority, count(*) AS order_count
FROM 'orders.parquet'
WHERE o_orderdate >= date '1993-07-01'
AND o_orderdate < date '1993-10-01'
AND EXISTS (
SELECT 1 FROM 'lineitem.parquet'
WHERE l_orderkey = o_orderkey AND l_commitdate < l_receiptdate
)
GROUP BY o_orderpriority
ORDER BY o_orderpriority;
"
DataFusion CLI v54.0.0
+-----------------+-------------+
| o_orderpriority | order_count |
+-----------------+-------------+
| 1-URGENT | 105214 |
| 2-HIGH | 104821 |
| 3-MEDIUM | 105227 |
| 4-NOT SPECIFIED | 105422 |
| 5-LOW | 105356 |
+-----------------+-------------+
5 row(s) fetched.
Elapsed 0.161 seconds.
```
cast the columns to dictionary using
```
datafusion-cli -c "
COPY (
SELECT o_orderkey, o_orderdate,
arrow_cast(o_orderpriority, 'Dictionary(Int32, Utf8)') AS o_orderpriority
FROM 'orders.parquet'
) TO 'orders_dict.parquet';
"
```
**this branch**
```
datafusion-cli -c "
SELECT o_orderpriority, count(*) AS order_count
FROM 'orders_dict.parquet'
WHERE o_orderdate >= date '1993-07-01'
AND o_orderdate < date '1993-10-01'
AND EXISTS (
SELECT 1 FROM 'lineitem.parquet'
WHERE l_orderkey = o_orderkey AND l_commitdate < l_receiptdate
)
GROUP BY o_orderpriority
ORDER BY o_orderpriority;
"
DataFusion CLI v54.0.0
+-----------------+-------------+
| o_orderpriority | order_count |
+-----------------+-------------+
| 1-URGENT | 105214 |
| 2-HIGH | 104821 |
| 3-MEDIUM | 105227 |
| 4-NOT SPECIFIED | 105422 |
| 5-LOW | 105356 |
+-----------------+-------------+
5 row(s) fetched.
Elapsed 0.095 seconds.
```
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