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Prefer FileIO over the PyArrow FileSystem (apache#2115)
# Rationale for this change
This is problematic if you try to implement your own `FileIO`. Then
Streams are opened both through the FileIO and the FileSystem directly.
# Are these changes tested?
Yes, existing tests.
# Are there any user-facing changes?
No, but I think this makes the code esthetically also more pleasing by
removing complexity.
<!-- In the case of user-facing changes, please add the changelog label.
-->
# Numbers
A while ago I did some inspection of the calls being made to S3, so just
to be sure that we don't alter anything, I've collected some stats using
a small "benchmark" locally:
```python
def test_fokko(session_catalog: RestCatalog):
parquet_file = "/Users/fokko.driesprong/Downloads/yellow_tripdata_2024-01.parquet"
from pyarrow import parquet as pq
df = pq.read_table(parquet_file)
try:
session_catalog.drop_table("default.taxi")
except Exception:
pass
tbl = session_catalog.create_table("default.taxi", schema=df.schema)
with tbl.update_spec() as tx:
tx.add_field("tpep_pickup_datetime", "hour")
tbl.append(df)
rounds = []
for _ in range(22):
start = round(time.time() * 1000)
assert len(tbl.scan().to_arrow()) == 2964624
stop = round(time.time() * 1000)
rounds.append(stop - start)
print(f"Took: {sum(rounds) / len(rounds)} ms on average")
```
Main:
Took: 1715.1818181818182 ms on average
```
> mc admin trace --stats minio
Call Count RPM Avg Time Min Time Max Time Avg TTFB Max TTFB Avg Size Rate /min Errors
s3.GetObject 77 (29.2%) 697.9 701µs 153µs 1.6ms 463µs 838µs ↑159B ↓712K ↑108K ↓485M 0
s3.HeadObject 73 (27.7%) 661.6 192µs 107µs 735µs 177µs 719µs ↑153B ↑99K 0
s3.CompleteMultipartUpload 37 (14.0%) 335.4 8.2ms 1.9ms 17.5ms 8.2ms 17.5ms ↑397B ↓507B ↑130K ↓166K 0
s3.NewMultipartUpload 37 (14.0%) 335.4 6.2ms 2.1ms 14.2ms 6.1ms 14.1ms ↑153B ↓437B ↑50K ↓143K 0
s3.PutObjectPart 37 (14.0%) 335.4 18.4ms 5.1ms 38.8ms 18.4ms 38.8ms ↑1.4M ↑469M 0
s3.PutObject 3 (1.1%) 27.2 5.4ms 3.4ms 8.8ms 5.3ms 8.8ms ↑2.8K ↑75K 0
```
Branch:
Took: 1723.1818181818182 ms on average
```
> mc admin trace --stats minio
Call Count RPM Avg Time Min Time Max Time Avg TTFB Max TTFB Avg Size Rate /min Errors
s3.GetObject 77 (29.2%) 696.3 927µs 171µs 4.5ms 610µs 3.5ms ↑159B ↓712K ↑108K ↓484M 0
s3.HeadObject 73 (27.7%) 660.1 222µs 109µs 1.2ms 205µs 1.2ms ↑153B ↑99K 0
s3.CompleteMultipartUpload 37 (14.0%) 334.6 4.4ms 1.2ms 14.2ms 4.4ms 14.2ms ↑397B ↓507B ↑130K ↓166K 0
s3.NewMultipartUpload 37 (14.0%) 334.6 4.3ms 1.2ms 15ms 4.3ms 15ms ↑153B ↓437B ↑50K ↓143K 0
s3.PutObjectPart 37 (14.0%) 334.6 14.5ms 2.6ms 30.7ms 14.5ms 30.7ms ↑1.4M ↑468M 0
s3.PutObject 3 (1.1%) 27.1 6.6ms 2.8ms 10.4ms 6.5ms 10.3ms ↑2.8K ↑75K 0
```
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