|
| 1 | +import pytest |
| 2 | +import subprocess |
| 3 | + |
| 4 | +from ding0.tools import database |
| 5 | +from ding0.tools import egon_data_integration as db_io |
| 6 | +from ding0.core import NetworkDing0 |
| 7 | +import pandas as pd |
| 8 | + |
| 9 | +class TestEgonDataIntegration: |
| 10 | + @pytest.fixture |
| 11 | + def session(self): |
| 12 | + with database.session_scope() as session: |
| 13 | + self.nd = NetworkDing0(name="network", session=session) |
| 14 | + print("Open session") |
| 15 | + yield session |
| 16 | + print("Close session") |
| 17 | + |
| 18 | + @pytest.fixture |
| 19 | + def grid_id(self, session): |
| 20 | + import saio |
| 21 | + import geopandas as gpd |
| 22 | + |
| 23 | + engine = session.bind |
| 24 | + |
| 25 | + saio.register_schema("grid", engine) |
| 26 | + saio.register_schema("boundaries", engine) |
| 27 | + |
| 28 | + from saio.grid import egon_hvmv_substation as MVGridDistricts |
| 29 | + from saio.boundaries import vg250_lan |
| 30 | + |
| 31 | + table = MVGridDistricts |
| 32 | + cells_query = session.query( |
| 33 | + table.bus_id.label("subst_id"), table.point.label("geom") |
| 34 | + ) |
| 35 | + df = gpd.read_postgis( |
| 36 | + sql=cells_query.statement, con=cells_query.session.bind, index_col=None |
| 37 | + ) |
| 38 | + |
| 39 | + cells_query = session.query( |
| 40 | + vg250_lan.gen.label("name"), vg250_lan.geometry.label("geom") |
| 41 | + ).filter(vg250_lan.gf == 4) |
| 42 | + |
| 43 | + boundaries_gdf = gpd.read_postgis( |
| 44 | + sql=cells_query.statement, |
| 45 | + con=cells_query.session.bind, |
| 46 | + index_col="name", |
| 47 | + ) |
| 48 | + |
| 49 | + df = df[ |
| 50 | + df.geometry.intersects(boundaries_gdf.loc["Schleswig-Holstein", "geom"]) |
| 51 | + ]["subst_id"] |
| 52 | + |
| 53 | + print("Got the DATA!") |
| 54 | + return [int(df[1])] |
| 55 | + |
| 56 | + @pytest.fixture |
| 57 | + def grid_id_2(self, session): |
| 58 | + |
| 59 | + sql_statement = """ |
| 60 | + SELECT * |
| 61 | + FROM |
| 62 | + ( |
| 63 | + SELECT |
| 64 | + generators.bus_id, |
| 65 | + count(*) AS count, |
| 66 | + count(*) FILTER (WHERE generators.type = 'wind') AS wind, |
| 67 | + count(*) FILTER (WHERE generators.type = 'pv_open_place') AS pv_open_place, |
| 68 | + count(*) FILTER (WHERE generators.type = 'pv_rooftop') AS pv_rooftop, |
| 69 | + count(*) FILTER (WHERE generators.type = 'biomass') AS biomass, |
| 70 | + count(*) FILTER (WHERE generators.type = 'hydro') AS hydro |
| 71 | + FROM |
| 72 | + ( |
| 73 | + ( |
| 74 | + SELECT bus_id, 'wind' AS type |
| 75 | + FROM supply.egon_power_plants_wind |
| 76 | + ) |
| 77 | + UNION ALL |
| 78 | + ( |
| 79 | + SELECT bus_id, 'pv_open_place' AS type |
| 80 | + FROM supply.egon_power_plants_pv |
| 81 | + ) |
| 82 | + UNION ALL |
| 83 | + ( |
| 84 | + SELECT bus_id, 'pv_rooftop' AS type |
| 85 | + FROM supply.egon_power_plants_pv_roof_building |
| 86 | + ) |
| 87 | + UNION ALL |
| 88 | + ( |
| 89 | + SELECT bus_id, 'biomass' AS type |
| 90 | + FROM supply.egon_power_plants_biomass |
| 91 | + ) |
| 92 | + UNION ALL |
| 93 | + ( |
| 94 | + SELECT bus_id, 'hydro' AS type |
| 95 | + FROM supply.egon_power_plants_hydro |
| 96 | + ) |
| 97 | + ) |
| 98 | + AS generators |
| 99 | + GROUP BY generators.bus_id |
| 100 | + ORDER BY count DESC |
| 101 | + ) |
| 102 | + AS |
| 103 | + test |
| 104 | + WHERE test.wind > 1 AND test.pv_open_place > 1 AND test.pv_rooftop > 1 AND test.biomass > 1 AND test.hydro > 1 |
| 105 | + """ |
| 106 | + df = pd.read_sql_query( |
| 107 | + sql=sql_statement, |
| 108 | + con=session.bind, |
| 109 | + index_col=None, |
| 110 | + ) |
| 111 | + |
| 112 | + return [int(df.bus_id[0])] |
| 113 | + |
| 114 | + @pytest.fixture |
| 115 | + def lv_load_area(self, session, grid_id): |
| 116 | + print(grid_id) |
| 117 | + df = db_io.get_lv_load_areas(self.nd.orm, session, grid_id[0]) |
| 118 | + return df.loc[3479] # df.loc[3479,"geo_area"] |
| 119 | + |
| 120 | + def test_import_mvgd(self, session, grid_id): |
| 121 | + print(grid_id) |
| 122 | + df = db_io.get_mv_data(self.nd.orm, session, grid_id) |
| 123 | + |
| 124 | + assert True |
| 125 | + |
| 126 | + def test_import_load_area(self, session, grid_id): |
| 127 | + df = db_io.get_lv_load_areas(self.nd.orm, session, grid_id[0]) |
| 128 | + |
| 129 | + assert True |
| 130 | + |
| 131 | + def test_get_egon_ways(self, session, lv_load_area): |
| 132 | + df = db_io.get_egon_ways(self.nd.orm, session, lv_load_area.geo_area) |
| 133 | + |
| 134 | + assert True |
| 135 | + |
| 136 | + def test_get_egon_buildings(self, session, grid_id, lv_load_area): |
| 137 | + df = db_io.get_egon_buildings(self.nd.orm, session, grid_id[0], lv_load_area) |
| 138 | + |
| 139 | + assert True |
| 140 | + |
| 141 | + def test_get_res_generators(self, session, grid_id_2): |
| 142 | + df = db_io.get_res_generators(self.nd.orm, session, grid_id_2[0]) |
| 143 | + |
| 144 | + assert True |
| 145 | + |
| 146 | + def test_get_conv_generators(self, session, grid_id): |
| 147 | + df = db_io.get_conv_generators(self.nd.orm, session, grid_id[0]) |
| 148 | + |
| 149 | + assert True |
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