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Merged
JoOkuma merged 2 commits into from
Jun 9, 2025
Merged

adding unpack option to node|edge_features #31

JoOkuma merged 2 commits into from
Jun 9, 2025

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@JoOkuma JoOkuma commented Jun 9, 2025

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@JoOkuma JoOkuma changed the title adding unpack option to node_features adding unpack option to node|edge_features Jun 9, 2025
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codecov-commenter commented Jun 9, 2025

Codecov Report

All modified and coverable lines are covered by tests ✅

Project coverage is 89.37%. Comparing base (dca2a81) to head (1d060ab).
Report is 2 commits behind head on main.

Additional details and impacted files 
@@            Coverage Diff             @@
##             main      #31      +/-   ##
==========================================
+ Coverage   89.21%   89.37%   +0.16%     
==========================================
  Files          34       35       +1     
  Lines        1418     1440      +22     
  Branches      245      251       +6     
==========================================
+ Hits         1265     1287      +22     
+ Misses         98       97       -1     
- Partials       55       56       +1

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@JoOkuma JoOkuma merged commit a2f5dc2 into main Jun 9, 2025
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@JoOkuma JoOkuma deleted the jookuma/feature-unpacking branch June 9, 2025 23:31
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github-actions bot commented Jun 9, 2025

Benchmark Results

· Discovering benchmarks
· Running 4 total benchmarks (1 commits * 1 environments * 4 benchmarks)
[ 0.00%] ·· Benchmarking existing-py_home_runner_work_tracksdata_tracksdata_.venv_bin_python3
[12.50%] ··· Running (graph_backends.GraphSuite.time_simple_workflow--).
[25.00%] ··· Running (graph_backends.RustWorkXGraph.time_points--)...
[62.50%] ··· graph_backends.GraphSuite.time_simple_workflow          3/9 failed
[62.50%] ··· ================================================== ========= ============
                                  backend                        n_nodes              
             -------------------------------------------------- --------- ------------
              tracksdata.graph._rustworkx_graph.RustWorkXGraph     1000    24.1±0.5ms 
              tracksdata.graph._rustworkx_graph.RustWorkXGraph    10000    99.3±0.9ms 
              tracksdata.graph._rustworkx_graph.RustWorkXGraph    100000    891±7ms   
                benchmarks.graph_backends.SQLGraphWithMemory       1000    230±0.8ms  
                benchmarks.graph_backends.SQLGraphWithMemory      10000     935±9ms   
                benchmarks.graph_backends.SQLGraphWithMemory      100000   7.95±0.02s 
                   benchmarks.graph_backends.SQLGraphDisk          1000      failed   
                   benchmarks.graph_backends.SQLGraphDisk         10000      failed   
                   benchmarks.graph_backends.SQLGraphDisk         100000     failed   
             ================================================== ========= ============
             For parameters: <class 'tracksdata.graph._rustworkx_graph.RustWorkXGraph'>, 1000
             [06/09/25 23:30:02] WARNING  No nodes found for time point _distance_edges.py:78
                                          -1                                                 
                                 WARNING  No nodes found for time point _distance_edges.py:78
                                          -1                                                 
                                 WARNING  No nodes found for time point _distance_edges.py:78
                                          -1                                                 
                                 WARNING  No nodes found for time point _distance_edges.py:78
                                          -1                                                 
                                 WARNING  No nodes found for time point _distance_edges.py:78
                                          -1                                                 
                                 WARNING  No nodes found for time point _distance_edges.py:78
                                          -1                                                 
                                 WARNING  No nodes found for time point _distance_edges.py:78
                                          -1                                                 
                                 WARNING  No nodes found for time point _distance_edges.py:78
                                          -1
             
             For parameters: <class 'tracksdata.graph._rustworkx_graph.RustWorkXGraph'>, 10000
             [06/09/25 23:30:02] WARNING  No nodes found for time point _distance_edges.py:78
                                          -1                                                 
                                 WARNING  No nodes found for time point _distance_edges.py:78
                                          -1                                                 
                                 WARNING  No nodes found for time point _distance_edges.py:78
                                          -1                                                 
                                 WARNING  No nodes found for time point _distance_edges.py:78
                                          -1                                                 
                                 WARNING  No nodes found for time point _distance_edges.py:78
                                          -1                                                 
             [06/09/25 23:30:03] WARNING  No nodes found for time point _distance_edges.py:78
                                          -1
             
             For parameters: <class 'tracksdata.graph._rustworkx_graph.RustWorkXGraph'>, 100000
             [06/09/25 23:30:03] WARNING  No nodes found for time point _distance_edges.py:78
                                          -1                                                 
             [06/09/25 23:30:04] WARNING  No nodes found for time point _distance_edges.py:78
                                          -1                                                 
             [06/09/25 23:30:05] WARNING  No nodes found for time point _distance_edges.py:78
                                          -1                                                 
             [06/09/25 23:30:06] WARNING  No nodes found for time point _distance_edges.py:78
                                          -1                                                 
             [06/09/25 23:30:07] WARNING  No nodes found for time point _distance_edges.py:78
                                          -1                                                 
             [06/09/25 23:30:08] WARNING  No nodes found for time point _distance_edges.py:78
                                          -1
             
             For parameters: <class 'benchmarks.graph_backends.SQLGraphWithMemory'>, 1000
             [06/09/25 23:30:08] WARNING  No nodes found for time point _distance_edges.py:78
                                          -1                                                 
             [06/09/25 23:30:09] WARNING  No nodes found for time point _distance_edges.py:78
                                          -1                                                 
                                 WARNING  No nodes found for time point _distance_edges.py:78
                                          -1                                                 
                                 WARNING  No nodes found for time point _distance_edges.py:78
                                          -1                                                 
                                 WARNING  No nodes found for time point _distance_edges.py:78
                                          -1                                                 
             [06/09/25 23:30:10] WARNING  No nodes found for time point _distance_edges.py:78
                                          -1
             
             For parameters: <class 'benchmarks.graph_backends.SQLGraphWithMemory'>, 10000
             [06/09/25 23:30:10] WARNING  No nodes found for time point _distance_edges.py:78
                                          -1                                                 
             [06/09/25 23:30:11] WARNING  No nodes found for time point _distance_edges.py:78
                                          -1                                                 
             [06/09/25 23:30:12] WARNING  No nodes found for time point _distance_edges.py:78
                                          -1                                                 
             [06/09/25 23:30:13] WARNING  No nodes found for time point _distance_edges.py:78
                                          -1                                                 
             [06/09/25 23:30:14] WARNING  No nodes found for time point _distance_edges.py:78
                                          -1                                                 
             [06/09/25 23:30:15] WARNING  No nodes found for time point _distance_edges.py:78
                                          -1
             
             For parameters: <class 'benchmarks.graph_backends.SQLGraphWithMemory'>, 100000
             [06/09/25 23:30:18] WARNING  No nodes found for time point _distance_edges.py:78
                                          -1                                                 
             [06/09/25 23:30:26] WARNING  No nodes found for time point _distance_edges.py:78
                                          -1
             
             For parameters: <class 'benchmarks.graph_backends.SQLGraphDisk'>, 1000
             [06/09/25 23:30:32] WARNING  No nodes found for time point _distance_edges.py:78
                                          -1                                                 
             Traceback (most recent call last):
               File "/home/runner/work/tracksdata/tracksdata/.venv/lib/python3.12/site-packages/asv_runner/server.py", line 179, in _run_server
                 _run(run_args)
               File "/home/runner/work/tracksdata/tracksdata/.venv/lib/python3.12/site-packages/asv_runner/run.py", line 72, in _run
                 result = benchmark.do_run()
                          ^^^^^^^^^^^^^^^^^^
               File "/home/runner/work/tracksdata/tracksdata/.venv/lib/python3.12/site-packages/asv_runner/benchmarks/_base.py", line 661, in do_run
                 return self.run(*self._current_params)
                        ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
               File "/home/runner/work/tracksdata/tracksdata/.venv/lib/python3.12/site-packages/asv_runner/benchmarks/time.py", line 165, in run
                 samples, number = self.benchmark_timing(
                                   ^^^^^^^^^^^^^^^^^^^^^^
               File "/home/runner/work/tracksdata/tracksdata/.venv/lib/python3.12/site-packages/asv_runner/benchmarks/time.py", line 258, in benchmark_timing
                 timing = timer.timeit(number)
                          ^^^^^^^^^^^^^^^^^^^^
               File "/usr/lib/python3.12/timeit.py", line 180, in timeit
                 timing = self.inner(it, self.timer)
                          ^^^^^^^^^^^^^^^^^^^^^^^^^^
               File "<timeit-src>", line 6, in inner
               File "/home/runner/work/tracksdata/tracksdata/.venv/lib/python3.12/site-packages/asv_runner/benchmarks/time.py", line 90, in func
                 self.func(*param)
               File "/home/runner/work/tracksdata/tracksdata/benchmarks/benchmarks/graph_backends.py", line 61, in time_simple_workflow
                 self.edges_operator.add_edges(self.graph)
               File "/home/runner/work/tracksdata/tracksdata/.venv/lib/python3.12/site-packages/tracksdata/edges/_base_edges.py", line 42, in add_edges
                 self._add_edges_per_time(
               File "/home/runner/work/tracksdata/tracksdata/.venv/lib/python3.12/site-packages/tracksdata/edges/_distance_edges.py", line 92, in _add_edges_per_time
                 cur_features = graph.node_features(node_ids=cur_node_ids, feature_keys=feature_keys)
                                ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
               File "/home/runner/work/tracksdata/tracksdata/.venv/lib/python3.12/site-packages/tracksdata/graph/_sql_graph.py", line 444, in node_features
                 connection=session.connection(),
                            ^^^^^^^^^^^^^^^^^^^^
               File "/home/runner/work/tracksdata/tracksdata/.venv/lib/python3.12/site-packages/sqlalchemy/orm/session.py", line 2094, in connection
                 return self._connection_for_bind(
                        ^^^^^^^^^^^^^^^^^^^^^^^^^^
               File "/home/runner/work/tracksdata/tracksdata/.venv/lib/python3.12/site-packages/sqlalchemy/orm/session.py", line 2110, in _connection_for_bind
                 return trans._connection_for_bind(engine, execution_options)
                        ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
               File "<string>", line 2, in _connection_for_bind
               File "/home/runner/work/tracksdata/tracksdata/.venv/lib/python3.12/site-packages/sqlalchemy/orm/state_changes.py", line 139, in _go
                 ret_value = fn(self, *arg, **kw)
                             ^^^^^^^^^^^^^^^^^^^^
               File "/home/runner/work/tracksdata/tracksdata/.venv/lib/python3.12/site-packages/sqlalchemy/orm/session.py", line 1189, in _connection_for_bind
                 conn = bind.connect()
                        ^^^^^^^^^^^^^^
               File "/home/runner/work/tracksdata/tracksdata/.venv/lib/python3.12/site-packages/sqlalchemy/engine/base.py", line 3273, in connect
                 return self._connection_cls(self)
                        ^^^^^^^^^^^^^^^^^^^^^^^^^^
               File "/home/runner/work/tracksdata/tracksdata/.venv/lib/python3.12/site-packages/sqlalchemy/engine/base.py", line 145, in __init__
                 self._dbapi_connection = engine.raw_connection()
                                          ^^^^^^^^^^^^^^^^^^^^^^^
               File "/home/runner/work/tracksdata/tracksdata/.venv/lib/python3.12/site-packages/sqlalchemy/engine/base.py", line 3297, in raw_connection
                 return self.pool.connect()
                        ^^^^^^^^^^^^^^^^^^^
               File "/home/runner/work/tracksdata/tracksdata/.venv/lib/python3.12/site-packages/sqlalchemy/pool/base.py", line 449, in connect
                 return _ConnectionFairy._checkout(self)
                        ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
               File "/home/runner/work/tracksdata/tracksdata/.venv/lib/python3.12/site-packages/sqlalchemy/pool/base.py", line 1264, in _checkout
                 fairy = _ConnectionRecord.checkout(pool)
                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
               File "/home/runner/work/tracksdata/tracksdata/.venv/lib/python3.12/site-packages/sqlalchemy/pool/base.py", line 713, in checkout
                 rec = pool._do_get()
                       ^^^^^^^^^^^^^^
               File "/home/runner/work/tracksdata/tracksdata/.venv/lib/python3.12/site-packages/sqlalchemy/pool/impl.py", line 168, in _do_get
                 raise exc.TimeoutError(
             sqlalchemy.exc.TimeoutError: QueuePool limit of size 5 overflow 10 reached, connection timed out, timeout 30.00 (Background on this error at: https://sqlalche.me/e/20/3o7r)
             
             For parameters: <class 'benchmarks.graph_backends.SQLGraphDisk'>, 10000
             [06/09/25 23:31:02] WARNING  No nodes found for time point _distance_edges.py:78
                                          -1                                                 
             Traceback (most recent call last):
               File "/home/runner/work/tracksdata/tracksdata/.venv/lib/python3.12/site-packages/asv_runner/server.py", line 179, in _run_server
                 _run(run_args)
               File "/home/runner/work/tracksdata/tracksdata/.venv/lib/python3.12/site-packages/asv_runner/run.py", line 72, in _run
                 result = benchmark.do_run()
                          ^^^^^^^^^^^^^^^^^^
               File "/home/runner/work/tracksdata/tracksdata/.venv/lib/python3.12/site-packages/asv_runner/benchmarks/_base.py", line 661, in do_run
                 return self.run(*self._current_params)
                        ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
               File "/home/runner/work/tracksdata/tracksdata/.venv/lib/python3.12/site-packages/asv_runner/benchmarks/time.py", line 165, in run
                 samples, number = self.benchmark_timing(
                                   ^^^^^^^^^^^^^^^^^^^^^^
               File "/home/runner/work/tracksdata/tracksdata/.venv/lib/python3.12/site-packages/asv_runner/benchmarks/time.py", line 258, in benchmark_timing
                 timing = timer.timeit(number)
                          ^^^^^^^^^^^^^^^^^^^^
               File "/usr/lib/python3.12/timeit.py", line 180, in timeit
                 timing = self.inner(it, self.timer)
                          ^^^^^^^^^^^^^^^^^^^^^^^^^^
               File "<timeit-src>", line 6, in inner
               File "/home/runner/work/tracksdata/tracksdata/.venv/lib/python3.12/site-packages/asv_runner/benchmarks/time.py", line 90, in func
                 self.func(*param)
               File "/home/runner/work/tracksdata/tracksdata/benchmarks/benchmarks/graph_backends.py", line 61, in time_simple_workflow
                 self.edges_operator.add_edges(self.graph)
               File "/home/runner/work/tracksdata/tracksdata/.venv/lib/python3.12/site-packages/tracksdata/edges/_base_edges.py", line 42, in add_edges
                 self._add_edges_per_time(
               File "/home/runner/work/tracksdata/tracksdata/.venv/lib/python3.12/site-packages/tracksdata/edges/_distance_edges.py", line 92, in _add_edges_per_time
                 cur_features = graph.node_features(node_ids=cur_node_ids, feature_keys=feature_keys)
                                ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
               File "/home/runner/work/tracksdata/tracksdata/.venv/lib/python3.12/site-packages/tracksdata/graph/_sql_graph.py", line 444, in node_features
                 connection=session.connection(),
                            ^^^^^^^^^^^^^^^^^^^^
               File "/home/runner/work/tracksdata/tracksdata/.venv/lib/python3.12/site-packages/sqlalchemy/orm/session.py", line 2094, in connection
                 return self._connection_for_bind(
                        ^^^^^^^^^^^^^^^^^^^^^^^^^^
               File "/home/runner/work/tracksdata/tracksdata/.venv/lib/python3.12/site-packages/sqlalchemy/orm/session.py", line 2110, in _connection_for_bind
                 return trans._connection_for_bind(engine, execution_options)
                        ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
               File "<string>", line 2, in _connection_for_bind
               File "/home/runner/work/tracksdata/tracksdata/.venv/lib/python3.12/site-packages/sqlalchemy/orm/state_changes.py", line 139, in _go
                 ret_value = fn(self, *arg, **kw)
                             ^^^^^^^^^^^^^^^^^^^^
               File "/home/runner/work/tracksdata/tracksdata/.venv/lib/python3.12/site-packages/sqlalchemy/orm/session.py", line 1189, in _connection_for_bind
                 conn = bind.connect()
                        ^^^^^^^^^^^^^^
               File "/home/runner/work/tracksdata/tracksdata/.venv/lib/python3.12/site-packages/sqlalchemy/engine/base.py", line 3273, in connect
                 return self._connection_cls(self)
                        ^^^^^^^^^^^^^^^^^^^^^^^^^^
               File "/home/runner/work/tracksdata/tracksdata/.venv/lib/python3.12/site-packages/sqlalchemy/engine/base.py", line 145, in __init__
                 self._dbapi_connection = engine.raw_connection()
                                          ^^^^^^^^^^^^^^^^^^^^^^^
               File "/home/runner/work/tracksdata/tracksdata/.venv/lib/python3.12/site-packages/sqlalchemy/engine/base.py", line 3297, in raw_connection
                 return self.pool.connect()
                        ^^^^^^^^^^^^^^^^^^^
               File "/home/runner/work/tracksdata/tracksdata/.venv/lib/python3.12/site-packages/sqlalchemy/pool/base.py", line 449, in connect
                 return _ConnectionFairy._checkout(self)
                        ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
               File "/home/runner/work/tracksdata/tracksdata/.venv/lib/python3.12/site-packages/sqlalchemy/pool/base.py", line 1264, in _checkout
                 fairy = _ConnectionRecord.checkout(pool)
                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
               File "/home/runner/work/tracksdata/tracksdata/.venv/lib/python3.12/site-packages/sqlalchemy/pool/base.py", line 713, in checkout
                 rec = pool._do_get()
                       ^^^^^^^^^^^^^^
               File "/home/runner/work/tracksdata/tracksdata/.venv/lib/python3.12/site-packages/sqlalchemy/pool/impl.py", line 168, in _do_get
                 raise exc.TimeoutError(
             sqlalchemy.exc.TimeoutError: QueuePool limit of size 5 overflow 10 reached, connection timed out, timeout 30.00 (Background on this error at: https://sqlalche.me/e/20/3o7r)
             
             For parameters: <class 'benchmarks.graph_backends.SQLGraphDisk'>, 100000
             [06/09/25 23:31:35] WARNING  No nodes found for time point _distance_edges.py:78
                                          -1                                                 
             Traceback (most recent call last):
               File "/home/runner/work/tracksdata/tracksdata/.venv/lib/python3.12/site-packages/asv_runner/server.py", line 179, in _run_server
                 _run(run_args)
               File "/home/runner/work/tracksdata/tracksdata/.venv/lib/python3.12/site-packages/asv_runner/run.py", line 72, in _run
                 result = benchmark.do_run()
                          ^^^^^^^^^^^^^^^^^^
               File "/home/runner/work/tracksdata/tracksdata/.venv/lib/python3.12/site-packages/asv_runner/benchmarks/_base.py", line 661, in do_run
                 return self.run(*self._current_params)
                        ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
               File "/home/runner/work/tracksdata/tracksdata/.venv/lib/python3.12/site-packages/asv_runner/benchmarks/time.py", line 165, in run
                 samples, number = self.benchmark_timing(
                                   ^^^^^^^^^^^^^^^^^^^^^^
               File "/home/runner/work/tracksdata/tracksdata/.venv/lib/python3.12/site-packages/asv_runner/benchmarks/time.py", line 258, in benchmark_timing
                 timing = timer.timeit(number)
                          ^^^^^^^^^^^^^^^^^^^^
               File "/usr/lib/python3.12/timeit.py", line 180, in timeit
                 timing = self.inner(it, self.timer)
                          ^^^^^^^^^^^^^^^^^^^^^^^^^^
               File "<timeit-src>", line 6, in inner
               File "/home/runner/work/tracksdata/tracksdata/.venv/lib/python3.12/site-packages/asv_runner/benchmarks/time.py", line 90, in func
                 self.func(*param)
               File "/home/runner/work/tracksdata/tracksdata/benchmarks/benchmarks/graph_backends.py", line 61, in time_simple_workflow
                 self.edges_operator.add_edges(self.graph)
               File "/home/runner/work/tracksdata/tracksdata/.venv/lib/python3.12/site-packages/tracksdata/edges/_base_edges.py", line 42, in add_edges
                 self._add_edges_per_time(
               File "/home/runner/work/tracksdata/tracksdata/.venv/lib/python3.12/site-packages/tracksdata/edges/_distance_edges.py", line 92, in _add_edges_per_time
                 cur_features = graph.node_features(node_ids=cur_node_ids, feature_keys=feature_keys)
                                ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
               File "/home/runner/work/tracksdata/tracksdata/.venv/lib/python3.12/site-packages/tracksdata/graph/_sql_graph.py", line 444, in node_features
                 connection=session.connection(),
                            ^^^^^^^^^^^^^^^^^^^^
               File "/home/runner/work/tracksdata/tracksdata/.venv/lib/python3.12/site-packages/sqlalchemy/orm/session.py", line 2094, in connection
                 return self._connection_for_bind(
                        ^^^^^^^^^^^^^^^^^^^^^^^^^^
               File "/home/runner/work/tracksdata/tracksdata/.venv/lib/python3.12/site-packages/sqlalchemy/orm/session.py", line 2110, in _connection_for_bind
                 return trans._connection_for_bind(engine, execution_options)
                        ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
               File "<string>", line 2, in _connection_for_bind
               File "/home/runner/work/tracksdata/tracksdata/.venv/lib/python3.12/site-packages/sqlalchemy/orm/state_changes.py", line 139, in _go
                 ret_value = fn(self, *arg, **kw)
                             ^^^^^^^^^^^^^^^^^^^^
               File "/home/runner/work/tracksdata/tracksdata/.venv/lib/python3.12/site-packages/sqlalchemy/orm/session.py", line 1189, in _connection_for_bind
                 conn = bind.connect()
                        ^^^^^^^^^^^^^^
               File "/home/runner/work/tracksdata/tracksdata/.venv/lib/python3.12/site-packages/sqlalchemy/engine/base.py", line 3273, in connect
                 return self._connection_cls(self)
                        ^^^^^^^^^^^^^^^^^^^^^^^^^^
               File "/home/runner/work/tracksdata/tracksdata/.venv/lib/python3.12/site-packages/sqlalchemy/engine/base.py", line 145, in __init__
                 self._dbapi_connection = engine.raw_connection()
                                          ^^^^^^^^^^^^^^^^^^^^^^^
               File "/home/runner/work/tracksdata/tracksdata/.venv/lib/python3.12/site-packages/sqlalchemy/engine/base.py", line 3297, in raw_connection
                 return self.pool.connect()
                        ^^^^^^^^^^^^^^^^^^^
               File "/home/runner/work/tracksdata/tracksdata/.venv/lib/python3.12/site-packages/sqlalchemy/pool/base.py", line 449, in connect
                 return _ConnectionFairy._checkout(self)
                        ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
               File "/home/runner/work/tracksdata/tracksdata/.venv/lib/python3.12/site-packages/sqlalchemy/pool/base.py", line 1264, in _checkout
                 fairy = _ConnectionRecord.checkout(pool)
                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
               File "/home/runner/work/tracksdata/tracksdata/.venv/lib/python3.12/site-packages/sqlalchemy/pool/base.py", line 713, in checkout
                 rec = pool._do_get()
                       ^^^^^^^^^^^^^^
               File "/home/runner/work/tracksdata/tracksdata/.venv/lib/python3.12/site-packages/sqlalchemy/pool/impl.py", line 168, in _do_get
                 raise exc.TimeoutError(
             sqlalchemy.exc.TimeoutError: QueuePool limit of size 5 overflow 10 reached, connection timed out, timeout 30.00 (Background on this error at: https://sqlalche.me/e/20/3o7r)

[75.00%] ··· graph_backends.RustWorkXGraph.time_points                  150±1ns
[87.50%] ··· graph_backends.SQLGraphDisk.time_points                    195±3μs
[100.00%] ··· graph_backends.SQLGraphWithMemory.time_points            171±0.9μs

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3 participants

@JoOkuma @codecov-commenter