Add BigQuery SpatialBench benchmark run

[paleolimbot]

This is a work in progress, but thought this would be a productive place to put this while I work out the details.

The gist of this is that BigQuery has a mature and fully featured Geography implementation that is a good comparison for newer ones (like SedonaDB and Sedona Spark).

[paleolimbot]

@jiayuasu kindly reminded me that we don't put the cloud vendor versions here because they need credentials/money to run (and so there's no way for CI to validate that the code added here will actually run!).

For completeness, I'll put the scale factor 1 results here...as one might imagine, the per-query overhead is high but it does at least complete most of the queries.

============================================================
Running Bigquery Benchmark
============================================================
Bigquery version: 3.42.1
  Pre-loading tables to BigQuery (scale factor: 1)...
  Table loading complete: 63.818s total
    building_sf1: 4.96s (external: 1.632s, internal: 3.328s)
    customer_sf1: 4.383s (external: 1.502s, internal: 2.881s)
    driver_sf1: 6.459s (external: 1.246s, internal: 5.213s)
    trip_sf1: 10.9s (external: 1.641s, internal: 9.259s)
    vehicle_sf1: 4.216s (external: 1.36s, internal: 2.856s)
    zone_sf1: 32.9s (external: 1.262s, internal: 31.638s)

Results saved to bigquery_sf1_results.json
  Running q1... 1.79s (114 rows)

Results saved to bigquery_sf1_results.json
  Running q2... 2.78s (1 rows)

Results saved to bigquery_sf1_results.json
  Running q3... 2.71s (22 rows)

Results saved to bigquery_sf1_results.json
  Running q4... 163.18s (258 rows)

Results saved to bigquery_sf1_results.json
  Running q5... 10.49s (316691 rows)

Results saved to bigquery_sf1_results.json
  Running q6... 171.93s (3 rows)

Results saved to bigquery_sf1_results.json
  Running q7... 15.95s (6000000 rows)

Results saved to bigquery_sf1_results.json
  Running q8... 4.46s (415 rows)

Results saved to bigquery_sf1_results.json
  Running q9... 2.03s (37 rows)

Results saved to bigquery_sf1_results.json
  Running q10... TIMEOUT: Query q10 timed out after 600 seconds (process killed)

Results saved to bigquery_sf1_results.json
  Running q11... 312.18s (1 rows)

Results saved to bigquery_sf1_results.json
  Running q12... TIMEOUT: Query q12 timed out after 600 seconds (process killed)

Results saved to bigquery_sf1_results.json

================================================================================
BENCHMARK SUMMARY
================================================================================
Query     bigquery       
-------------------------
q1        1.79s          
q2        2.78s          
q3        2.71s          
q4        163.18s        
q5        10.49s         
q6        171.93s        
q7        15.95s         
q8        4.46s          
q9        2.03s          
q10       TIMEOUT        
q11       312.18s        
q12       TIMEOUT        
-------------------------
Total     687.50s         
Load Time 63.82s         
Combined  751.32s