Note
Go to the end to download the full example code.
Static Traffic Assignment#
We can also run the Polaris Activity-Based model with static assignment, including for model calibration exercises.
Even when the intention is to use Polaris powerful dynamic traffic assignment, this mode may be useful in speeding up the calibration process or obtaining a more realistic starting for the equilibration of skim matrices.
For this integration we have used [AequilibraE](https://www.aequilibrae.com/), which is an open source modelling package with incredibly fast static assignment capabilities, but similar integrations are possible with other packages.
Exporting matrices#
sphinx_gallery_thumbnail_path = ‘../../examples/modelling_like_the_old_days/pol_aeq.png’
from pathlib import Path
from polaris.runs.static_assignment.static_assignment_inputs import STAInputs
from polaris.runs.static_assignment.static_run import static_run
from polaris.utils.testing.temp_model import TempModel
Matrix#
We get the demand matrices for the AM peak for one iteration
project_dir = TempModel("Grid")
sta_param = STAInputs()
sta_param.max_iterations = 5
sta_param.rgap = 0.1
static_run(project_dir, sta_param=sta_param, save_assignment_results=True)
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Failed running sql: CREATE TABLE IF NOT EXISTS work_straight_line_dist_Average As
SELECT avg(sqrt(pow(work_loc.x - home_loc.x, 2.0) + pow(work_loc.y - home_loc.y, 2.0))) / 1000 as dist_avg,
1.0*count(*) as count
FROM person, household, a.location as home_loc, a.location as work_loc
WHERE person.household = household.household
and household.location = home_loc.location
and person.work_location_id = work_loc.location
and home_loc.location <> work_loc.location
Traceback (most recent call last):
File "/home/gitlab-runner/builds/polaris/code/polarislib/polaris/analyze/result_kpis.py", line 168, in cache_all_available_metrics
self.get_cached_kpi_value(m, skip_cache=skip_cache)
File "/home/gitlab-runner/builds/polaris/code/polarislib/polaris/analyze/result_kpis.py", line 212, in get_cached_kpi_value
generate()
File "/home/gitlab-runner/builds/polaris/code/polarislib/polaris/analyze/result_kpis.py", line 205, in generate
self.cache.set(kpi_name, self.get_kpi_value(kpi_name))
^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/gitlab-runner/builds/polaris/code/polarislib/polaris/analyze/result_kpis.py", line 195, in get_kpi_value
return self.__getattribute__(attr_name)()
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/gitlab-runner/builds/polaris/code/polarislib/polaris/analyze/kpi_utils.py", line 73, in wrapper
return func(*args, **kwargs)
^^^^^^^^^^^^^^^^^^^^^
File "/home/gitlab-runner/builds/polaris/code/polarislib/polaris/analyze/result_kpis.py", line 756, in metric_rmse_vs_observed
simulated, target = self._get_simulated_and_target_dict("destination_choice")
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/gitlab-runner/builds/polaris/code/polarislib/polaris/analyze/result_kpis.py", line 725, in _get_simulated_and_target_dict
simulated = destination_choice.load_simulated(
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/gitlab-runner/builds/polaris/code/polarislib/polaris/runs/calibrate/destination_choice.py", line 84, in load_simulated
run_sql(render_wtf_file(sql_dir / "travel_time.template.sql", 1.0), conn, attach={"a": supply_database})
File "/home/gitlab-runner/builds/polaris/code/polarislib/polaris/utils/database/db_utils.py", line 156, in run_sql
raise e
File "/home/gitlab-runner/builds/polaris/code/polarislib/polaris/utils/database/db_utils.py", line 150, in run_sql
duration = time_function(lambda: conn.execute(cmd)) # noqa: B023
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/gitlab-runner/builds/polaris/code/polarislib/polaris/utils/time_utils.py", line 23, in time_function
fn()
File "/home/gitlab-runner/builds/polaris/code/polarislib/polaris/utils/database/db_utils.py", line 150, in <lambda>
duration = time_function(lambda: conn.execute(cmd)) # noqa: B023
^^^^^^^^^^^^^^^^^
sqlite3.OperationalError: no such table: a.location
Traceback (most recent call last):
File "/home/gitlab-runner/builds/polaris/code/polarislib/polaris/analyze/result_kpis.py", line 168, in cache_all_available_metrics
self.get_cached_kpi_value(m, skip_cache=skip_cache)
File "/home/gitlab-runner/builds/polaris/code/polarislib/polaris/analyze/result_kpis.py", line 212, in get_cached_kpi_value
generate()
File "/home/gitlab-runner/builds/polaris/code/polarislib/polaris/analyze/result_kpis.py", line 205, in generate
self.cache.set(kpi_name, self.get_kpi_value(kpi_name))
^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/gitlab-runner/builds/polaris/code/polarislib/polaris/analyze/result_kpis.py", line 195, in get_kpi_value
return self.__getattribute__(attr_name)()
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/gitlab-runner/builds/polaris/code/polarislib/polaris/analyze/kpi_utils.py", line 73, in wrapper
return func(*args, **kwargs)
^^^^^^^^^^^^^^^^^^^^^
File "/home/gitlab-runner/builds/polaris/code/polarislib/polaris/analyze/result_kpis.py", line 1027, in metric_county_to_county_demand
return self._slow_fast(sql, "county_to_county_trips", attach_db_type=DatabaseType.Supply)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/gitlab-runner/builds/polaris/code/polarislib/polaris/analyze/result_kpis.py", line 539, in _slow_fast
conn.execute(f"CREATE TABLE {table_name} AS {render_sql(slow_sql, self.population_scale_factor)}")
sqlite3.OperationalError: no such table: a.location
Failed running sql: CREATE TABLE boardings_by_agency_mode as
SELECT
ta.agency as agency,
CASE WHEN tr."type" = 0 THEN 'TRAM'
WHEN tr."type" = 1 THEN 'METRO'
WHEN tr."type" = 2 THEN 'COMM'
WHEN tr."type" = 3 THEN 'BUS'
WHEN tr."type" = 4 THEN 'FERRY'
WHEN tr."type" = 5 THEN 'CABLE'
WHEN tr."type" = 6 THEN 'LIFT'
WHEN tr."type" = 7 THEN 'FUNICULAR'
WHEN tr."type" = 11 THEN 'TROLLEY'
WHEN tr."type" = 12 THEN 'MONO'
END as "mode",
4.0*sum(tvl.value_boardings) as boardings,
4.0*sum(tvl.value_alightings) as alightings
FROM
"Transit_Vehicle_links" tvl,
transit_vehicle tv,
a.transit_trips tt,
a.transit_patterns tp,
a.transit_routes tr,
a.transit_agencies ta
where
tvl.value_transit_vehicle_trip = tv.transit_vehicle_trip and
tvl.value_transit_vehicle_trip = tt.trip_id and
tp.pattern_id = tt.pattern_id and
tr.route_id = tp.route_id AND
tr.agency_id = ta.agency_id
group by 1,2
order by 1,2
Traceback (most recent call last):
File "/home/gitlab-runner/builds/polaris/code/polarislib/polaris/analyze/result_kpis.py", line 168, in cache_all_available_metrics
self.get_cached_kpi_value(m, skip_cache=skip_cache)
File "/home/gitlab-runner/builds/polaris/code/polarislib/polaris/analyze/result_kpis.py", line 212, in get_cached_kpi_value
generate()
File "/home/gitlab-runner/builds/polaris/code/polarislib/polaris/analyze/result_kpis.py", line 205, in generate
self.cache.set(kpi_name, self.get_kpi_value(kpi_name))
^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/gitlab-runner/builds/polaris/code/polarislib/polaris/analyze/result_kpis.py", line 195, in get_kpi_value
return self.__getattribute__(attr_name)()
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/gitlab-runner/builds/polaris/code/polarislib/polaris/analyze/kpi_utils.py", line 73, in wrapper
return func(*args, **kwargs)
^^^^^^^^^^^^^^^^^^^^^
File "/home/gitlab-runner/builds/polaris/code/polarislib/polaris/analyze/result_kpis.py", line 935, in metric_calibration_boardings
simulated, target = self._get_simulated_and_target_dict("mode_choice_boardings")
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/gitlab-runner/builds/polaris/code/polarislib/polaris/analyze/result_kpis.py", line 733, in _get_simulated_and_target_dict
simulated = mode_choice.load_simulated_boardings(self.inputs, self.population_scale_factor)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/gitlab-runner/builds/polaris/code/polarislib/polaris/runs/calibrate/mode_choice.py", line 220, in load_simulated_boardings
run_sql(render_wtf_file(sql_dir / "transit.template.sql", population_sample_rate), conn, attach=attach)
File "/home/gitlab-runner/builds/polaris/code/polarislib/polaris/utils/database/db_utils.py", line 156, in run_sql
raise e
File "/home/gitlab-runner/builds/polaris/code/polarislib/polaris/utils/database/db_utils.py", line 150, in run_sql
duration = time_function(lambda: conn.execute(cmd)) # noqa: B023
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/gitlab-runner/builds/polaris/code/polarislib/polaris/utils/time_utils.py", line 23, in time_function
fn()
File "/home/gitlab-runner/builds/polaris/code/polarislib/polaris/utils/database/db_utils.py", line 150, in <lambda>
duration = time_function(lambda: conn.execute(cmd)) # noqa: B023
^^^^^^^^^^^^^^^^^
sqlite3.OperationalError: no such table: a.transit_trips
Failed running sql: CREATE TABLE IF NOT EXISTS work_straight_line_dist_Average As
SELECT avg(sqrt(pow(work_loc.x - home_loc.x, 2.0) + pow(work_loc.y - home_loc.y, 2.0))) / 1000 as dist_avg,
1.0*count(*) as count
FROM person, household, a.location as home_loc, a.location as work_loc
WHERE person.household = household.household
and household.location = home_loc.location
and person.work_location_id = work_loc.location
and home_loc.location <> work_loc.location
Traceback (most recent call last):
File "/home/gitlab-runner/builds/polaris/code/polarislib/polaris/analyze/result_kpis.py", line 168, in cache_all_available_metrics
self.get_cached_kpi_value(m, skip_cache=skip_cache)
File "/home/gitlab-runner/builds/polaris/code/polarislib/polaris/analyze/result_kpis.py", line 212, in get_cached_kpi_value
generate()
File "/home/gitlab-runner/builds/polaris/code/polarislib/polaris/analyze/result_kpis.py", line 205, in generate
self.cache.set(kpi_name, self.get_kpi_value(kpi_name))
^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/gitlab-runner/builds/polaris/code/polarislib/polaris/analyze/result_kpis.py", line 195, in get_kpi_value
return self.__getattribute__(attr_name)()
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/gitlab-runner/builds/polaris/code/polarislib/polaris/analyze/kpi_utils.py", line 73, in wrapper
return func(*args, **kwargs)
^^^^^^^^^^^^^^^^^^^^^
File "/home/gitlab-runner/builds/polaris/code/polarislib/polaris/analyze/result_kpis.py", line 906, in metric_calibration_destination
simulated, target = self._get_simulated_and_target_dict("destination_choice")
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/gitlab-runner/builds/polaris/code/polarislib/polaris/analyze/result_kpis.py", line 725, in _get_simulated_and_target_dict
simulated = destination_choice.load_simulated(
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/gitlab-runner/builds/polaris/code/polarislib/polaris/runs/calibrate/destination_choice.py", line 84, in load_simulated
run_sql(render_wtf_file(sql_dir / "travel_time.template.sql", 1.0), conn, attach={"a": supply_database})
File "/home/gitlab-runner/builds/polaris/code/polarislib/polaris/utils/database/db_utils.py", line 156, in run_sql
raise e
File "/home/gitlab-runner/builds/polaris/code/polarislib/polaris/utils/database/db_utils.py", line 150, in run_sql
duration = time_function(lambda: conn.execute(cmd)) # noqa: B023
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/gitlab-runner/builds/polaris/code/polarislib/polaris/utils/time_utils.py", line 23, in time_function
fn()
File "/home/gitlab-runner/builds/polaris/code/polarislib/polaris/utils/database/db_utils.py", line 150, in <lambda>
duration = time_function(lambda: conn.execute(cmd)) # noqa: B023
^^^^^^^^^^^^^^^^^
sqlite3.OperationalError: no such table: a.location
/home/gitlab-runner/builds/polaris/code/polarislib/polaris/runs/calibrate/mode_choice.py:146: DeprecationWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.
return df.groupby("person").apply(set_home_based).reset_index(drop=True)
/home/gitlab-runner/builds/polaris/code/polarislib/polaris/runs/calibrate/mode_choice.py:161: DeprecationWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.
return df.groupby("mode").apply(f).reset_index()
/home/gitlab-runner/builds/polaris/code/polarislib/polaris/runs/calibrate/mode_choice.py:146: DeprecationWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.
return df.groupby("person").apply(set_home_based).reset_index(drop=True)
/home/gitlab-runner/builds/polaris/code/polarislib/polaris/runs/calibrate/mode_choice.py:161: DeprecationWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.
return df.groupby("mode").apply(f).reset_index()
Traceback (most recent call last):
File "/venv-py312/lib/python3.12/site-packages/pandas/io/sql.py", line 2674, in execute
cur.execute(sql, *args)
sqlite3.OperationalError: no such table: link
The above exception was the direct cause of the following exception:
Traceback (most recent call last):
File "/home/gitlab-runner/builds/polaris/code/polarislib/polaris/analyze/result_kpis.py", line 168, in cache_all_available_metrics
self.get_cached_kpi_value(m, skip_cache=skip_cache)
File "/home/gitlab-runner/builds/polaris/code/polarislib/polaris/analyze/result_kpis.py", line 212, in get_cached_kpi_value
generate()
File "/home/gitlab-runner/builds/polaris/code/polarislib/polaris/analyze/result_kpis.py", line 205, in generate
self.cache.set(kpi_name, self.get_kpi_value(kpi_name))
^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/gitlab-runner/builds/polaris/code/polarislib/polaris/analyze/result_kpis.py", line 195, in get_kpi_value
return self.__getattribute__(attr_name)()
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/gitlab-runner/builds/polaris/code/polarislib/polaris/analyze/kpi_utils.py", line 73, in wrapper
return func(*args, **kwargs)
^^^^^^^^^^^^^^^^^^^^^
File "/home/gitlab-runner/builds/polaris/code/polarislib/polaris/analyze/result_kpis.py", line 950, in metric_validation_speed
simulated, target = self._get_simulated_and_target_dict("speed_by_funcl")
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/gitlab-runner/builds/polaris/code/polarislib/polaris/analyze/result_kpis.py", line 739, in _get_simulated_and_target_dict
simulated = speed_by_funcl.load_simulated(self.inputs, self.population_scale_factor)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/gitlab-runner/builds/polaris/code/polarislib/polaris/runs/calibrate/speed_by_funcl.py", line 42, in load_simulated
vmt_vht_link = pd.concat([load_link_types(input_files.supply_db), vmt_vht], axis=1)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/gitlab-runner/builds/polaris/code/polarislib/polaris/utils/database/db_utils.py", line 314, in load_link_types
return pd.read_sql(
^^^^^^^^^^^^
File "/venv-py312/lib/python3.12/site-packages/pandas/io/sql.py", line 706, in read_sql
return pandas_sql.read_query(
^^^^^^^^^^^^^^^^^^^^^^
File "/venv-py312/lib/python3.12/site-packages/pandas/io/sql.py", line 2738, in read_query
cursor = self.execute(sql, params)
^^^^^^^^^^^^^^^^^^^^^^^^^
File "/venv-py312/lib/python3.12/site-packages/pandas/io/sql.py", line 2686, in execute
raise ex from exc
pandas.errors.DatabaseError: Execution failed on sql '
SELECT 2*link as linknr,type,z.zone
FROM link l, node n, zone z
WHERE lanes_ab>0
AND l.node_a = n.node AND n.zone = z.zone and l.type not in ('LIGHTRAIL', 'HEAVYRAIL', 'WALKWAY')
UNION
SELECT (2*link+1) as linknr,type,z.zone
FROM link l, node n, zone z
WHERE lanes_ba>0
AND l.node_a = n.node AND n.zone = z.zone and l.type not in ('LIGHTRAIL', 'HEAVYRAIL', 'WALKWAY')
ORDER BY linknr': no such table: link
Traceback (most recent call last):
File "/venv-py312/lib/python3.12/site-packages/pandas/io/sql.py", line 2674, in execute
cur.execute(sql, *args)
sqlite3.OperationalError: no such table: link
The above exception was the direct cause of the following exception:
Traceback (most recent call last):
File "/home/gitlab-runner/builds/polaris/code/polarislib/polaris/analyze/result_kpis.py", line 168, in cache_all_available_metrics
self.get_cached_kpi_value(m, skip_cache=skip_cache)
File "/home/gitlab-runner/builds/polaris/code/polarislib/polaris/analyze/result_kpis.py", line 212, in get_cached_kpi_value
generate()
File "/home/gitlab-runner/builds/polaris/code/polarislib/polaris/analyze/result_kpis.py", line 205, in generate
self.cache.set(kpi_name, self.get_kpi_value(kpi_name))
^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/gitlab-runner/builds/polaris/code/polarislib/polaris/analyze/result_kpis.py", line 195, in get_kpi_value
return self.__getattribute__(attr_name)()
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/gitlab-runner/builds/polaris/code/polarislib/polaris/analyze/kpi_utils.py", line 73, in wrapper
return func(*args, **kwargs)
^^^^^^^^^^^^^^^^^^^^^
File "/home/gitlab-runner/builds/polaris/code/polarislib/polaris/analyze/result_kpis.py", line 703, in metric_count_validation
link_attrs = read_table("link", ScenarioCompression.maybe_extract(self.inputs.supply_db))
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/gitlab-runner/builds/polaris/code/polarislib/polaris/utils/database/db_utils.py", line 102, in read_table
return pd.read_sql(f"SELECT * FROM {tablename};", conn, **kwargs)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/venv-py312/lib/python3.12/site-packages/pandas/io/sql.py", line 706, in read_sql
return pandas_sql.read_query(
^^^^^^^^^^^^^^^^^^^^^^
File "/venv-py312/lib/python3.12/site-packages/pandas/io/sql.py", line 2738, in read_query
cursor = self.execute(sql, params)
^^^^^^^^^^^^^^^^^^^^^^^^^
File "/venv-py312/lib/python3.12/site-packages/pandas/io/sql.py", line 2686, in execute
raise ex from exc
pandas.errors.DatabaseError: Execution failed on sql 'SELECT * FROM link;': no such table: link
Exception in thread Thread-2858 (static_async_fn):
Traceback (most recent call last):
File "/usr/lib/python3.12/threading.py", line 1073, in _bootstrap_inner
self.run()
File "/usr/lib/python3.12/threading.py", line 1010, in run
self._target(*self._args, **self._kwargs)
File "/home/gitlab-runner/builds/polaris/code/polarislib/polaris/utils/logging_utils.py", line 35, in wrapper
formatted_msg = msg.format(**args_dict)
^^^^^^^^^^^^^^^^^^^^^^^
KeyError: 'current_iteration'
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Failed running sql: CREATE TABLE IF NOT EXISTS work_straight_line_dist_Average As
SELECT avg(sqrt(pow(work_loc.x - home_loc.x, 2.0) + pow(work_loc.y - home_loc.y, 2.0))) / 1000 as dist_avg,
1.0*count(*) as count
FROM person, household, a.location as home_loc, a.location as work_loc
WHERE person.household = household.household
and household.location = home_loc.location
and person.work_location_id = work_loc.location
and home_loc.location <> work_loc.location
Traceback (most recent call last):
File "/home/gitlab-runner/builds/polaris/code/polarislib/polaris/analyze/result_kpis.py", line 168, in cache_all_available_metrics
self.get_cached_kpi_value(m, skip_cache=skip_cache)
File "/home/gitlab-runner/builds/polaris/code/polarislib/polaris/analyze/result_kpis.py", line 212, in get_cached_kpi_value
generate()
File "/home/gitlab-runner/builds/polaris/code/polarislib/polaris/analyze/result_kpis.py", line 205, in generate
self.cache.set(kpi_name, self.get_kpi_value(kpi_name))
^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/gitlab-runner/builds/polaris/code/polarislib/polaris/analyze/result_kpis.py", line 195, in get_kpi_value
return self.__getattribute__(attr_name)()
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/gitlab-runner/builds/polaris/code/polarislib/polaris/analyze/kpi_utils.py", line 73, in wrapper
return func(*args, **kwargs)
^^^^^^^^^^^^^^^^^^^^^
File "/home/gitlab-runner/builds/polaris/code/polarislib/polaris/analyze/result_kpis.py", line 756, in metric_rmse_vs_observed
simulated, target = self._get_simulated_and_target_dict("destination_choice")
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/gitlab-runner/builds/polaris/code/polarislib/polaris/analyze/result_kpis.py", line 725, in _get_simulated_and_target_dict
simulated = destination_choice.load_simulated(
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/gitlab-runner/builds/polaris/code/polarislib/polaris/runs/calibrate/destination_choice.py", line 84, in load_simulated
run_sql(render_wtf_file(sql_dir / "travel_time.template.sql", 1.0), conn, attach={"a": supply_database})
File "/home/gitlab-runner/builds/polaris/code/polarislib/polaris/utils/database/db_utils.py", line 156, in run_sql
raise e
File "/home/gitlab-runner/builds/polaris/code/polarislib/polaris/utils/database/db_utils.py", line 150, in run_sql
duration = time_function(lambda: conn.execute(cmd)) # noqa: B023
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/gitlab-runner/builds/polaris/code/polarislib/polaris/utils/time_utils.py", line 23, in time_function
fn()
File "/home/gitlab-runner/builds/polaris/code/polarislib/polaris/utils/database/db_utils.py", line 150, in <lambda>
duration = time_function(lambda: conn.execute(cmd)) # noqa: B023
^^^^^^^^^^^^^^^^^
sqlite3.OperationalError: no such table: a.location
Traceback (most recent call last):
File "/home/gitlab-runner/builds/polaris/code/polarislib/polaris/analyze/result_kpis.py", line 168, in cache_all_available_metrics
self.get_cached_kpi_value(m, skip_cache=skip_cache)
File "/home/gitlab-runner/builds/polaris/code/polarislib/polaris/analyze/result_kpis.py", line 212, in get_cached_kpi_value
generate()
File "/home/gitlab-runner/builds/polaris/code/polarislib/polaris/analyze/result_kpis.py", line 205, in generate
self.cache.set(kpi_name, self.get_kpi_value(kpi_name))
^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/gitlab-runner/builds/polaris/code/polarislib/polaris/analyze/result_kpis.py", line 195, in get_kpi_value
return self.__getattribute__(attr_name)()
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/gitlab-runner/builds/polaris/code/polarislib/polaris/analyze/kpi_utils.py", line 73, in wrapper
return func(*args, **kwargs)
^^^^^^^^^^^^^^^^^^^^^
File "/home/gitlab-runner/builds/polaris/code/polarislib/polaris/analyze/result_kpis.py", line 1027, in metric_county_to_county_demand
return self._slow_fast(sql, "county_to_county_trips", attach_db_type=DatabaseType.Supply)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/gitlab-runner/builds/polaris/code/polarislib/polaris/analyze/result_kpis.py", line 539, in _slow_fast
conn.execute(f"CREATE TABLE {table_name} AS {render_sql(slow_sql, self.population_scale_factor)}")
sqlite3.OperationalError: no such table: a.location
Failed running sql: CREATE TABLE boardings_by_agency_mode as
SELECT
ta.agency as agency,
CASE WHEN tr."type" = 0 THEN 'TRAM'
WHEN tr."type" = 1 THEN 'METRO'
WHEN tr."type" = 2 THEN 'COMM'
WHEN tr."type" = 3 THEN 'BUS'
WHEN tr."type" = 4 THEN 'FERRY'
WHEN tr."type" = 5 THEN 'CABLE'
WHEN tr."type" = 6 THEN 'LIFT'
WHEN tr."type" = 7 THEN 'FUNICULAR'
WHEN tr."type" = 11 THEN 'TROLLEY'
WHEN tr."type" = 12 THEN 'MONO'
END as "mode",
4.0*sum(tvl.value_boardings) as boardings,
4.0*sum(tvl.value_alightings) as alightings
FROM
"Transit_Vehicle_links" tvl,
transit_vehicle tv,
a.transit_trips tt,
a.transit_patterns tp,
a.transit_routes tr,
a.transit_agencies ta
where
tvl.value_transit_vehicle_trip = tv.transit_vehicle_trip and
tvl.value_transit_vehicle_trip = tt.trip_id and
tp.pattern_id = tt.pattern_id and
tr.route_id = tp.route_id AND
tr.agency_id = ta.agency_id
group by 1,2
order by 1,2
Traceback (most recent call last):
File "/home/gitlab-runner/builds/polaris/code/polarislib/polaris/analyze/result_kpis.py", line 168, in cache_all_available_metrics
self.get_cached_kpi_value(m, skip_cache=skip_cache)
File "/home/gitlab-runner/builds/polaris/code/polarislib/polaris/analyze/result_kpis.py", line 212, in get_cached_kpi_value
generate()
File "/home/gitlab-runner/builds/polaris/code/polarislib/polaris/analyze/result_kpis.py", line 205, in generate
self.cache.set(kpi_name, self.get_kpi_value(kpi_name))
^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/gitlab-runner/builds/polaris/code/polarislib/polaris/analyze/result_kpis.py", line 195, in get_kpi_value
return self.__getattribute__(attr_name)()
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/gitlab-runner/builds/polaris/code/polarislib/polaris/analyze/kpi_utils.py", line 73, in wrapper
return func(*args, **kwargs)
^^^^^^^^^^^^^^^^^^^^^
File "/home/gitlab-runner/builds/polaris/code/polarislib/polaris/analyze/result_kpis.py", line 935, in metric_calibration_boardings
simulated, target = self._get_simulated_and_target_dict("mode_choice_boardings")
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/gitlab-runner/builds/polaris/code/polarislib/polaris/analyze/result_kpis.py", line 733, in _get_simulated_and_target_dict
simulated = mode_choice.load_simulated_boardings(self.inputs, self.population_scale_factor)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/gitlab-runner/builds/polaris/code/polarislib/polaris/runs/calibrate/mode_choice.py", line 220, in load_simulated_boardings
run_sql(render_wtf_file(sql_dir / "transit.template.sql", population_sample_rate), conn, attach=attach)
File "/home/gitlab-runner/builds/polaris/code/polarislib/polaris/utils/database/db_utils.py", line 156, in run_sql
raise e
File "/home/gitlab-runner/builds/polaris/code/polarislib/polaris/utils/database/db_utils.py", line 150, in run_sql
duration = time_function(lambda: conn.execute(cmd)) # noqa: B023
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/gitlab-runner/builds/polaris/code/polarislib/polaris/utils/time_utils.py", line 23, in time_function
fn()
File "/home/gitlab-runner/builds/polaris/code/polarislib/polaris/utils/database/db_utils.py", line 150, in <lambda>
duration = time_function(lambda: conn.execute(cmd)) # noqa: B023
^^^^^^^^^^^^^^^^^
sqlite3.OperationalError: no such table: a.transit_trips
Failed running sql: CREATE TABLE IF NOT EXISTS work_straight_line_dist_Average As
SELECT avg(sqrt(pow(work_loc.x - home_loc.x, 2.0) + pow(work_loc.y - home_loc.y, 2.0))) / 1000 as dist_avg,
1.0*count(*) as count
FROM person, household, a.location as home_loc, a.location as work_loc
WHERE person.household = household.household
and household.location = home_loc.location
and person.work_location_id = work_loc.location
and home_loc.location <> work_loc.location
Traceback (most recent call last):
File "/home/gitlab-runner/builds/polaris/code/polarislib/polaris/analyze/result_kpis.py", line 168, in cache_all_available_metrics
self.get_cached_kpi_value(m, skip_cache=skip_cache)
File "/home/gitlab-runner/builds/polaris/code/polarislib/polaris/analyze/result_kpis.py", line 212, in get_cached_kpi_value
generate()
File "/home/gitlab-runner/builds/polaris/code/polarislib/polaris/analyze/result_kpis.py", line 205, in generate
self.cache.set(kpi_name, self.get_kpi_value(kpi_name))
^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/gitlab-runner/builds/polaris/code/polarislib/polaris/analyze/result_kpis.py", line 195, in get_kpi_value
return self.__getattribute__(attr_name)()
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/gitlab-runner/builds/polaris/code/polarislib/polaris/analyze/kpi_utils.py", line 73, in wrapper
return func(*args, **kwargs)
^^^^^^^^^^^^^^^^^^^^^
File "/home/gitlab-runner/builds/polaris/code/polarislib/polaris/analyze/result_kpis.py", line 906, in metric_calibration_destination
simulated, target = self._get_simulated_and_target_dict("destination_choice")
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/gitlab-runner/builds/polaris/code/polarislib/polaris/analyze/result_kpis.py", line 725, in _get_simulated_and_target_dict
simulated = destination_choice.load_simulated(
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/gitlab-runner/builds/polaris/code/polarislib/polaris/runs/calibrate/destination_choice.py", line 84, in load_simulated
run_sql(render_wtf_file(sql_dir / "travel_time.template.sql", 1.0), conn, attach={"a": supply_database})
File "/home/gitlab-runner/builds/polaris/code/polarislib/polaris/utils/database/db_utils.py", line 156, in run_sql
raise e
File "/home/gitlab-runner/builds/polaris/code/polarislib/polaris/utils/database/db_utils.py", line 150, in run_sql
duration = time_function(lambda: conn.execute(cmd)) # noqa: B023
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/gitlab-runner/builds/polaris/code/polarislib/polaris/utils/time_utils.py", line 23, in time_function
fn()
File "/home/gitlab-runner/builds/polaris/code/polarislib/polaris/utils/database/db_utils.py", line 150, in <lambda>
duration = time_function(lambda: conn.execute(cmd)) # noqa: B023
^^^^^^^^^^^^^^^^^
sqlite3.OperationalError: no such table: a.location
/home/gitlab-runner/builds/polaris/code/polarislib/polaris/runs/calibrate/mode_choice.py:146: DeprecationWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.
return df.groupby("person").apply(set_home_based).reset_index(drop=True)
/home/gitlab-runner/builds/polaris/code/polarislib/polaris/runs/calibrate/mode_choice.py:161: DeprecationWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.
return df.groupby("mode").apply(f).reset_index()
/home/gitlab-runner/builds/polaris/code/polarislib/polaris/runs/calibrate/mode_choice.py:146: DeprecationWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.
return df.groupby("person").apply(set_home_based).reset_index(drop=True)
/home/gitlab-runner/builds/polaris/code/polarislib/polaris/runs/calibrate/mode_choice.py:161: DeprecationWarning: DataFrameGroupBy.apply operated on the grouping columns. This behavior is deprecated, and in a future version of pandas the grouping columns will be excluded from the operation. Either pass `include_groups=False` to exclude the groupings or explicitly select the grouping columns after groupby to silence this warning.
return df.groupby("mode").apply(f).reset_index()
Traceback (most recent call last):
File "/venv-py312/lib/python3.12/site-packages/pandas/io/sql.py", line 2674, in execute
cur.execute(sql, *args)
sqlite3.OperationalError: no such table: link
The above exception was the direct cause of the following exception:
Traceback (most recent call last):
File "/home/gitlab-runner/builds/polaris/code/polarislib/polaris/analyze/result_kpis.py", line 168, in cache_all_available_metrics
self.get_cached_kpi_value(m, skip_cache=skip_cache)
File "/home/gitlab-runner/builds/polaris/code/polarislib/polaris/analyze/result_kpis.py", line 212, in get_cached_kpi_value
generate()
File "/home/gitlab-runner/builds/polaris/code/polarislib/polaris/analyze/result_kpis.py", line 205, in generate
self.cache.set(kpi_name, self.get_kpi_value(kpi_name))
^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/gitlab-runner/builds/polaris/code/polarislib/polaris/analyze/result_kpis.py", line 195, in get_kpi_value
return self.__getattribute__(attr_name)()
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/gitlab-runner/builds/polaris/code/polarislib/polaris/analyze/kpi_utils.py", line 73, in wrapper
return func(*args, **kwargs)
^^^^^^^^^^^^^^^^^^^^^
File "/home/gitlab-runner/builds/polaris/code/polarislib/polaris/analyze/result_kpis.py", line 950, in metric_validation_speed
simulated, target = self._get_simulated_and_target_dict("speed_by_funcl")
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/gitlab-runner/builds/polaris/code/polarislib/polaris/analyze/result_kpis.py", line 739, in _get_simulated_and_target_dict
simulated = speed_by_funcl.load_simulated(self.inputs, self.population_scale_factor)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/gitlab-runner/builds/polaris/code/polarislib/polaris/runs/calibrate/speed_by_funcl.py", line 42, in load_simulated
vmt_vht_link = pd.concat([load_link_types(input_files.supply_db), vmt_vht], axis=1)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/gitlab-runner/builds/polaris/code/polarislib/polaris/utils/database/db_utils.py", line 314, in load_link_types
return pd.read_sql(
^^^^^^^^^^^^
File "/venv-py312/lib/python3.12/site-packages/pandas/io/sql.py", line 706, in read_sql
return pandas_sql.read_query(
^^^^^^^^^^^^^^^^^^^^^^
File "/venv-py312/lib/python3.12/site-packages/pandas/io/sql.py", line 2738, in read_query
cursor = self.execute(sql, params)
^^^^^^^^^^^^^^^^^^^^^^^^^
File "/venv-py312/lib/python3.12/site-packages/pandas/io/sql.py", line 2686, in execute
raise ex from exc
pandas.errors.DatabaseError: Execution failed on sql '
SELECT 2*link as linknr,type,z.zone
FROM link l, node n, zone z
WHERE lanes_ab>0
AND l.node_a = n.node AND n.zone = z.zone and l.type not in ('LIGHTRAIL', 'HEAVYRAIL', 'WALKWAY')
UNION
SELECT (2*link+1) as linknr,type,z.zone
FROM link l, node n, zone z
WHERE lanes_ba>0
AND l.node_a = n.node AND n.zone = z.zone and l.type not in ('LIGHTRAIL', 'HEAVYRAIL', 'WALKWAY')
ORDER BY linknr': no such table: link
Traceback (most recent call last):
File "/venv-py312/lib/python3.12/site-packages/pandas/io/sql.py", line 2674, in execute
cur.execute(sql, *args)
sqlite3.OperationalError: no such table: link
The above exception was the direct cause of the following exception:
Traceback (most recent call last):
File "/home/gitlab-runner/builds/polaris/code/polarislib/polaris/analyze/result_kpis.py", line 168, in cache_all_available_metrics
self.get_cached_kpi_value(m, skip_cache=skip_cache)
File "/home/gitlab-runner/builds/polaris/code/polarislib/polaris/analyze/result_kpis.py", line 212, in get_cached_kpi_value
generate()
File "/home/gitlab-runner/builds/polaris/code/polarislib/polaris/analyze/result_kpis.py", line 205, in generate
self.cache.set(kpi_name, self.get_kpi_value(kpi_name))
^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/gitlab-runner/builds/polaris/code/polarislib/polaris/analyze/result_kpis.py", line 195, in get_kpi_value
return self.__getattribute__(attr_name)()
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/gitlab-runner/builds/polaris/code/polarislib/polaris/analyze/kpi_utils.py", line 73, in wrapper
return func(*args, **kwargs)
^^^^^^^^^^^^^^^^^^^^^
File "/home/gitlab-runner/builds/polaris/code/polarislib/polaris/analyze/result_kpis.py", line 703, in metric_count_validation
link_attrs = read_table("link", ScenarioCompression.maybe_extract(self.inputs.supply_db))
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/gitlab-runner/builds/polaris/code/polarislib/polaris/utils/database/db_utils.py", line 102, in read_table
return pd.read_sql(f"SELECT * FROM {tablename};", conn, **kwargs)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/venv-py312/lib/python3.12/site-packages/pandas/io/sql.py", line 706, in read_sql
return pandas_sql.read_query(
^^^^^^^^^^^^^^^^^^^^^^
File "/venv-py312/lib/python3.12/site-packages/pandas/io/sql.py", line 2738, in read_query
cursor = self.execute(sql, params)
^^^^^^^^^^^^^^^^^^^^^^^^^
File "/venv-py312/lib/python3.12/site-packages/pandas/io/sql.py", line 2686, in execute
raise ex from exc
pandas.errors.DatabaseError: Execution failed on sql 'SELECT * FROM link;': no such table: link
Exception in thread Thread-5154 (static_async_fn):
Traceback (most recent call last):
File "/usr/lib/python3.12/threading.py", line 1073, in _bootstrap_inner
self.run()
File "/usr/lib/python3.12/threading.py", line 1010, in run
self._target(*self._args, **self._kwargs)
File "/home/gitlab-runner/builds/polaris/code/polarislib/polaris/utils/logging_utils.py", line 35, in wrapper
formatted_msg = msg.format(**args_dict)
^^^^^^^^^^^^^^^^^^^^^^^
KeyError: 'current_iteration'
Total running time of the script: (0 minutes 52.676 seconds)