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d, lon - d], [lat - d, lon + d], [lat + d, lon + d], [lat + d, lon - d]]} class AreasTest(unittest.TestCase): def test_regions_file(self): self.assertEqual(RF.load_regions(Path(tempfile.mkdtemp()) / "none.json"), []) p = Path(tempfile.mkdtemp()) / "regions.json" p.write_text(json.dumps({"regions": [square(10, 20, 1)]})) self.assertEqual(RF.load_regions(p)[0]["name"], "test") def test_cells_inside_the_outline(self): (cells,) = RF.area_cells([square(10, 20, 1)], 4) lat = np.array([h3.cell_to_latlng(int(c))[0] for c in cells]) lon = np.array([h3.cell_to_latlng(int(c))[1] for c in cells]) self.assertTrue(len(cells) > 10) self.assertTrue(np.all(np.abs(lat - 10) <= 1.1) and np.all(np.abs(lon - 20) <= 1.1)) self.assertTrue(np.all(np.diff(cells.astype(np.int64)) > 0), "sorted, unique") def test_touching_outlines_merge_separate_ones_dont(self): a, b = square(10, 20, 1, "a"), square(10, 22, 1, "b") # share the lon 21 edge c = square(-30, 100, 1, "c") areas = RF.area_cells([a, b, c], 4) self.assertEqual(len(areas), 2) self.assertEqual(sorted(len(x) for x in areas)[1], len(RF.area_cells([a], 4)[0]) + len(RF.area_cells([b], 4)[0]) - len(np.intersect1d(RF.area_cells([a], 4)[0], RF.area_cells([b], 4)[0]))) def test_hash_follows_the_cells_only(self): (x,) = RF.area_cells([square(10, 20, 1, "a", "one")], 4) (y,) = RF.area_cells([square(10, 20, 1, "b", "renamed")], 4) (w,) = RF.area_cells([square(10, 20, 1.5)], 4) self.assertEqual(RF.area_hash(x), RF.area_hash(y)) self.assertNotEqual(RF.area_hash(x), RF.area_hash(w)) def test_sea_only_where_it_reaches_the_open_ocean(self): """World ocean cut off by a refined land strip is no sea (a lagoon: the lakes take it); as the world's own rule, a separate basin counts as sea only when it is that big.""" (cells,) = RF.area_cells([square(10, 20, 3)], 4) g, halo = RF.subgrid(cells, 12742.0) d = np.hypot(g.lat - 10, g.lon - 20) z = np.where((d > 0.9) & (d < 1.6), 5.0, -10.0) # a ring of land around a wet middle ocean_world = np.ones(g.n, bool) inner, outer = d <= 0.9, d >= 1.6 self.assertTrue(inner.sum() > 3 and (outer & halo).any()) sea = RF._sea(g, z, ocean_world, halo) self.assertTrue(sea[outer].all(), "open water out to the area's edge: sea") self.assertFalse(sea[inner].any(), "behind the strip: not sea") big = RF._sea(g, z, ocean_world, halo, min_km2=float(g.area_km2[inner].sum()) * 0.9) self.assertTrue(big[inner].all(), "a separate basin as big as a world sea stays sea") self.assertFalse(RF._sea(g, z, np.zeros(g.n, bool), halo).any(), "never where the world has no ocean") def test_world_lake_keeps_its_world_outflow(self): """A world lake that drains to the world sea keeps that way out at its world level: the fine relief must not dam it higher (r5 2026-10-04: lakes at 5 m stood at 29 m and drowned their shores). Only its world drainage path is cut; a lake that already drains low enough is left alone.""" (cells,) = RF.area_cells([square(10, 20, 3)], 4) g, halo = RF.subgrid(cells, 12742.0) parent = np.where(g.lon < 19, 0, np.where(g.lon < 21, 1, 2)) # world: lake โ land โ ocean (west to east) parent = np.where((g.lat > 11.5) & (parent == 1), 3, parent) # and land off the drainage path world = {"lake": np.array([1, 0, 0, 0], bool), "ocean": np.array([0, 0, 1, 0], bool), "lake_id": np.array([7, -1, -1, -1]), "lake_level_m": np.array([5.0, np.nan, np.nan, np.nan]), "recv": np.array([1, 2, 2, 3])} z = np.select([parent == 0, parent == 2], [-20.0, -900.0], 30.0) # a 30 m sill between lake and a deep sea sea = RF._sea(g, z, world["ocean"][parent], halo) lake = (parent == 0) & ~halo def level(zz): return float(RF.priority_flood(g, zz, sea)[lake].max()) self.assertGreater(level(z), 25.0, "the fine sill dams the lake") cut = RF.world_outflows(g, z, halo, sea, parent, world) self.assertLessEqual(level(cut), 5.0, "the lake drains at its world level") self.assertTrue((cut <= z).all(), "only lowers") self.assertTrue((cut[parent == 3] == z[parent == 3]).all(), "off the world path: untouched") changed = cut < z self.assertTrue(0 < changed.sum() < (parent == 1).sum() / 3, "a channel, not the whole cell") self.assertTrue((cut[changed] >= 0.0).all(), "never cut below sea level (the sea's surface, not its bed)") low = np.where(parent == 1, 2.0, z) self.assertTrue((RF.world_outflows(g, low, halo, sea, parent, world) == low).all(), "drains already: untouched") def test_subgrid_with_halo(self): (cells,) = RF.area_cells([square(10, 20, 1)], 4) g, halo = RF.subgrid(cells, 12742.0) self.assertEqual(int((~halo).sum()), len(cells)) self.assertTrue(halo.sum() > 0) pairs = set(zip(g.src.tolist(), g.dst.tolist())) self.assertTrue(all((j, i) in pairs for i, j in pairs), "symmetric neighbours") inner = np.where(~halo)[0] self.assertTrue(np.all(g.counts[inner] >= 5), "every area cell keeps all its neighbours (pentagons: 5)") self.assertAlmostEqual(float(g.area_km2[inner].mean()), h3.average_hexagon_area(4, unit="km^2") * 4, delta=0.3 * h3.average_hexagon_area(4, unit="km^2") * 4) from tests.test_serve import built_world from tests.helpers import big_river import serve import tiles as T class FieldsTest(unittest.TestCase): @classmethod def setUpClass(cls): cls.root = built_world() cls.world = RF.WorldCells(cls.root / "out" / "r2") cls.src = T.TileSource(serve.World(cls.root, 2), seed=7, cache_dir=Path(tempfile.mkdtemp())) i = big_river(cls.world.a) lat, lon = float(cls.world.a["g_lat"][i]), float(cls.world.a["g_lon"][i]) (cls.cells,) = RF.area_cells([square(lat, lon, 4)], 4) cls.g, cls.halo = RF.subgrid(cls.cells, 12742.0) cls.f = RF.initial_fields(cls.g, cls.halo, cls.world, cls.src) cls.cfg = C.load(cls.root)[0] cls.r = RF.refine_area(cls.g, cls.halo, cls.world, cls.src, cls.cfg) def test_parents_are_the_world_cells(self): p = self.f["parent"] np.testing.assert_array_equal(self.world.a["g_ids"][p], [h3.cell_to_parent(int(c), 2) for c in self.g.ids]) def test_elevation_is_the_world_surface_plus_coarse_relief(self): z = self.src.relief_at(self.g.lat, self.g.lon, RF.RELIEF_MIN_KM) np.testing.assert_allclose(self.f["elevation_m"], z) def test_temperature_follows_the_lapse_rate(self): p = self.f["parent"] dz = (self.f["elevation_m"] - self.world.a["z_surface_m"][p]) / 1000.0 np.testing.assert_allclose(self.f["T_mean"], self.world.a["T_mean"][p] - RF.LAPSE_C_PER_KM * dz, atol=1e-4) np.testing.assert_array_equal(self.f["lithology"], self.world.a["lithology"][p]) def test_crossings_find_the_big_river(self): inflow, exits, lev = RF.crossings(self.g, self.halo, self.world) self.assertTrue(inflow.sum() > 0 or len(exits) > 0, "the widest world river crosses the square") self.assertTrue(np.all(self.halo[exits])) self.assertTrue(np.all(inflow[self.halo] == 0), "inflow enters inside the area") def test_crossings_match_scanning_every_world_river(self): """The near-area prefilter drops only segments that cannot cross (oracle: the unfiltered scan).""" from unittest import mock got = RF.crossings(self.g, self.halo, self.world) with mock.patch.object(RF, "world_near", lambda w, cells, rings=3: np.arange(len(w.ids))): want = RF.crossings(self.g, self.halo, self.world) for a, b in zip(got, want): np.testing.assert_array_equal(a, b) def test_erosion_keeps_the_halo_and_the_sea_and_cuts_valleys(self): f = self.f sea = f["ocean_world"] & (f["elevation_m"] <= 0) inflow, _, _ = RF.crossings(self.g, self.halo, self.world) water = RF.runoff_km3(self.g, f) + inflow z = RF.erode_area(self.g, f["elevation_m"], self.halo, sea, water, np.ones(self.g.n)) np.testing.assert_array_equal(z[self.halo], f["elevation_m"][self.halo]) np.testing.assert_array_equal(z[sea], f["elevation_m"][sea]) self.assertTrue((f["elevation_m"] - z).max() > 5.0, "valleys cut") self.assertTrue(np.all(z <= f["elevation_m"] + 1e-6), "erosion only lowers") def test_schema_and_halo(self): for k in ("z_surface_m", "river", "recv", "discharge_km3_yr", "lake", "holdridge", "ground", "ice", "po2_bar"): self.assertEqual(len(self.r[k]), self.g.n, k) np.testing.assert_array_equal(self.r["halo"], self.halo) self.assertFalse(self.r["river"][self.halo].any()) def test_water_balance(self): s = RF.stats(self.r) self.assertLess(s["water_balance_error"], 0.01) def test_exit_where_the_world_exits(self): _, exits, _ = RF.crossings(self.g, self.halo, self.world) into = self.r["recv"][~self.halo] big = np.where(self.r["river"] & ~self.halo & self.halo[self.r["recv"]])[0] # rivers leaving the area if len(exits): leave = set(self.r["recv"][big].tolist()) self.assertTrue(set(exits.tolist()) & leave, "the main river leaves through a world exit cell") def test_no_river_dead_ends(self): r, recv = self.r, self.r["recv"] riv = np.where(r["river"])[0] ok = r["river"][recv[riv]] | r["lake"][recv[riv]] | r["ocean"][recv[riv]] | r["halo"][recv[riv]] | r["endorheic"][recv[riv]] self.assertTrue(np.all(ok)) def test_sea_stays_sea(self): sea = self.f["ocean_world"] & (self.f["elevation_m"] <= 0) self.assertTrue(np.all(self.r["ocean"][sea])) def test_deterministic(self): again = RF.refine_area(self.g, self.halo, self.world, self.src, self.cfg) for k in ("z_surface_m", "discharge_km3_yr", "river"): np.testing.assert_array_equal(again[k], self.r[k]) def test_streams_from_a_fifth_of_a_km3(self): q = self.r["discharge_km3_yr"] land = ~self.r["ocean"] & ~self.r["lake"] & ~self.halo np.testing.assert_array_equal(self.r["river"][land], q[land] >= RF.RIVER_MIN_KM3_YR) def test_lakes_only_in_real_hollows(self): deep = self.r["depression_depth_m"] > RF.LAKE_MIN_DEPTH_M self.assertFalse((self.r["lake"] & ~deep & ~self.r["endorheic"] & ~self.halo).any(), "no lakes in shallow dips") def test_shoulder_heights_bridge_the_rivers(self): env = RF.shoulders(self.r) riv = self.r["river"] & ~self.halo self.assertTrue(np.all(env[riv] >= self.r["z_surface_m"][riv] - 1e-6)) self.assertTrue(np.all(env[~riv] == self.r["z_surface_m"][~riv])) def test_an_inflowing_river_carries_its_water_into_the_area(self): inflow, _, _ = RF.crossings(self.g, self.halo, self.world) if inflow.max() > 0: q = self.r["discharge_km3_yr"][~self.halo] self.assertGreaterEqual(q.max(), 0.9 * inflow.max(), "not bounced straight back out through the halo") outlets = RF.outlets(self.g, self.halo, self.world, self.f["parent"]) self.assertTrue(outlets.any() and np.all(self.halo[outlets])) self.assertLess(outlets.sum(), self.halo.sum(), "only some halo cells are ways out") def test_no_block_steps_between_world_cells(self): z, p, g = self.r["elevation_eroded_m"], self.f["parent"], self.g inner = ~self.halo[g.src] & ~self.halo[g.dst] & ~self.r["ocean"][g.src] & ~self.r["ocean"][g.dst] d = np.abs(z[g.src] - z[g.dst])[inner] across = (p[g.src] != p[g.dst])[inner] if across.sum() > 10 and (~across).sum() > 10: self.assertLess(np.percentile(d[across], 95), 1.3 * np.percentile(d[~across], 95) + 5.0) def test_world_cell_means_of_bedrock_are_kept_smoothly(self): z, p = self.r["elevation_eroded_m"], self.f["parent"] for w in np.unique(p[~self.halo]): m = (p == w) & ~self.halo floor = (self.r["canyon_m"][m] > 0).any() or (self.r["fan_m"][m] > 0).any() # the sea-floor pass: sea only if m.sum() == 49 and not self.world.a["ocean"][w] and not floor: self.assertAlmostEqual(float(z[m].mean()), float(self.world.a["elevation_eroded_m"][w]), delta=25.0) def test_no_fake_lakes_against_walls(self): g, r = self.g, self.r wall = self.halo & ~r["outlet"] touching = set(r["lake_id"][g.src[wall[g.dst] & r["lake"][g.src]]].tolist()) for lid in touching: # a wall lower than the lake would have let it spill out m = r["lake"] & (r["lake_id"] == lid) walls = g.dst[m[g.src] & wall[g.dst]] level = float(r["z_filled_m"][m].max()) self.assertTrue(np.all(r["elevation_eroded_m"][walls] >= level - 1e-6), f"lake {lid} dammed by a wall") def test_temperatures_follow_the_final_heights(self): p = self.f["parent"] dz = (self.r["elevation_eroded_m"] - self.world.a["elevation_eroded_m"][p]) / 1000.0 np.testing.assert_allclose(self.r["T_mean"], self.world.a["T_mean"][p] - RF.LAPSE_C_PER_KM * dz, atol=1e-3) def test_border_report(self): s = RF.stats(self.r) self.assertIn("exit_level_error_m", s) if s["exit_level_error_m"] is not None: self.assertLess(abs(s["exit_level_error_m"]), 50.0, "rivers leave at the world river's level") def test_zone_fields_come_from_the_world_cells(self): from mapgen import fields as FL p, a, r = self.f["parent"], self.world.a, self.r for k in ("gravity_g", "o2_fraction", "fire_reactivity", "plant_height_x"): np.testing.assert_array_equal(r[k], a[k][p], err_msg=k) H = float(self.cfg["planet"]["scale_height_km"]) * 1000.0 sea = a["pressure_bar"][p] / FL.pressure(1.0, a["z_surface_m"][p], H) np.testing.assert_allclose(r["pressure_bar"], sea * FL.pressure(1.0, r["z_surface_m"], H), rtol=1e-5) np.testing.assert_allclose(r["po2_bar"], r["o2_fraction"] * r["pressure_bar"], rtol=1e-5) def clear_regions(root): # built_world() is shared across tests: leave no regions behind import shutil shutil.rmtree(root / "out" / "r2" / "regions", ignore_errors=True) (root / "places" / "regions.json").unlink(missing_ok=True) class BuildTest(unittest.TestCase): def tearDown(self): clear_regions(built_world()) def test_build_caches_per_world_and_skips_when_done(self): root = built_world() w = RF.WorldCells(root / "out" / "r2") i = big_river(w.a) reg = root / "places" / "regions.json" reg.parent.mkdir(exist_ok=True) reg.write_text(json.dumps({"regions": [square(float(w.a["g_lat"][i]), float(w.a["g_lon"][i]), 2.5)]})) # its own area (built_world is shared) m1 = RF.build_areas(root, 2, reg, log=lambda s: None) self.assertEqual(len(m1), 1) self.assertTrue(m1[0]["built"]) d = Path(m1[0]["dir"]) self.assertTrue((d / "cells.npz").exists() and (d / "meta.json").exists()) m2 = RF.build_areas(root, 2, reg, log=lambda s: None) self.assertFalse(m2[0]["built"], "cached: not rebuilt") stale = d.parent.parent / "0000000000-m1" stale.mkdir() RF.build_areas(root, 2, reg, log=lambda s: None) self.assertFalse(stale.exists(), "results of other world builds are removed") def test_redrawn_and_deleted_regions_leave_no_old_area(self): root = built_world() w = RF.WorldCells(root / "out" / "r2") i = big_river(w.a) la, lo = float(w.a["g_lat"][i]), float(w.a["g_lon"][i]) reg = root / "places" / "regions.json" reg.parent.mkdir(exist_ok=True) reg.write_text(json.dumps({"regions": [square(la, lo, 2)]})) (m1,) = RF.build_areas(root, 2, reg, log=lambda s: None) reg.write_text(json.dumps({"regions": [square(la, lo, 3)]})) # redrawn larger (m2,) = RF.build_areas(root, 2, reg, log=lambda s: None) self.assertFalse(Path(m1["dir"]).exists(), "the old area is gone") (Path(m2["dir"]) / "meta.json").write_text("{broken") # a crash mid-save (m3,) = RF.build_areas(root, 2, reg, log=lambda s: None) self.assertTrue(m3["built"], "a broken result is rebuilt, not fatal") reg.write_text(json.dumps({"regions": []})) self.assertEqual(RF.build_areas(root, 2, reg, log=lambda s: None), []) self.assertEqual(RF.built_areas(root / "out" / "r2" / "regions", Path(m2["dir"]).parent.name.rsplit("-m", 1)[0]), []) def test_a_failed_build_keeps_the_previous_result(self): from unittest import mock root = built_world() w = RF.WorldCells(root / "out" / "r2") i = big_river(w.a) la, lo = float(w.a["g_lat"][i]), float(w.a["g_lon"][i]) tmp = Path(tempfile.mkdtemp()) reg = tmp / "regions.json" reg.write_text(json.dumps({"regions": [square(la, lo, 2)]})) (m1,) = RF.build_areas(root, 2, reg, log=lambda s: None, regions_root=tmp / "res") reg.write_text(json.dumps({"regions": [square(la, lo, 3)]})) # extended โฆ with mock.patch.object(RF, "refine_area", side_effect=RuntimeError("boom")), self.assertRaises(RuntimeError): RF.build_areas(root, 2, reg, log=lambda s: None, regions_root=tmp / "res") # โฆ and the build fails self.assertTrue((Path(m1["dir"]) / "cells.npz").exists(), "the old area stays until a build succeeds") class LandOutlineTest(unittest.TestCase): def test_outline_of_a_landmass_covers_it_simply(self): root = built_world() a = RF.WorldCells(root / "out" / "r2").a land = ~a["ocean"].astype(bool) i = int(np.argmax(land * a["z_surface_m"])) # a point on the highest landmass outline = RF.land_outline(a, float(a["g_lat"][i]), float(a["g_lon"][i]), step_deg=2.0) self.assertGreaterEqual(len(outline), 4) self.assertLessEqual(len(outline), 500) import serve self.assertFalse(serve.RegionStore._crosses([(lo, la) for la, lo in outline]), "a simple polygon") cells = set(h3.polygon_to_cells(h3.LatLngPoly([tuple(p) for p in outline]), 2)) comp = RF.landmass(a, float(a["g_lat"][i]), float(a["g_lon"][i])) inside = np.isin(a["g_ids"][comp], np.array(sorted(cells), dtype=np.uint64)) self.assertGreater(inside.mean(), 0.97, "the landmass lies inside its outline") class RecordTest(unittest.TestCase): def test_the_record_keeps_what_was_built_not_later_edits(self): from unittest import mock root = built_world() w = RF.WorldCells(root / "out" / "r2") i = big_river(w.a) la, lo = float(w.a["g_lat"][i]), float(w.a["g_lon"][i]) tmp = Path(tempfile.mkdtemp()) reg = tmp / "regions.json" a, b = square(la, lo, 2, "a"), square(-la, lo + 90, 2, "b") reg.write_text(json.dumps({"regions": [a]})) real = RF.refine_area def edit_meanwhile(*args, **kw): reg.write_text(json.dumps({"regions": [a, b]})) # region b drawn during the build return real(*args, **kw) with mock.patch.object(RF, "refine_area", side_effect=edit_meanwhile): RF.build_areas(root, 2, reg, log=lambda s: None, regions_root=tmp / "res") key = next((tmp / "res").glob("*-m*")).name.rsplit("-m", 1)[0] rec = RF.read_record(tmp / "res", key)["regions"] self.assertEqual(set(rec), {"a"}, "b was not built: it must not look built") def _subgrid_reference(cells, radius_km): # the first implementation (sets and lists): the oracle inner = set(int(c) for c in cells) ring = {n for c in inner for n in h3.grid_ring(c, 1)} - inner ids = np.array(sorted(inner | ring), dtype=np.uint64) rings = [[n for n in h3.grid_ring(int(c), 1)] for c in ids] pos = {int(c): k for k, c in enumerate(ids)} nb = [[pos[n] for n in r if n in pos] for r in rings] ptr = np.concatenate([[0], np.cumsum([len(x) for x in nb])]).astype(np.int64) idx = np.array([k for x in nb for k in x], dtype=np.int64) return ids, ptr, idx, ~np.isin(ids, cells) def _area_cells_reference(regions, fine_res): # the first implementation (flood fill over every cell) cells = set() for r in regions: cells.update(h3.polygon_to_cells(h3.LatLngPoly([tuple(p) for p in r["outline"]]), fine_res)) left, out = set(cells), [] while left: seed = left.pop() comp, stack = [seed], [seed] while stack: for n in h3.grid_ring(stack.pop(), 1): if n in left: left.discard(n) comp.append(n) stack.append(n) out.append(np.array(sorted(comp), dtype=np.uint64)) return sorted(out, key=lambda a: int(a[0])) class LeanBuildTest(unittest.TestCase): def test_subgrid_is_the_same_grid(self): (cells,) = RF.area_cells([square(10, 20, 4)], 4) g, halo = RF.subgrid(cells, 12742.0) ids, ptr, idx, h = _subgrid_reference(cells, 12742.0) np.testing.assert_array_equal(g.ids, ids) np.testing.assert_array_equal(g.nbr_ptr, ptr) np.testing.assert_array_equal(g.nbr_idx, idx) np.testing.assert_array_equal(halo, h) np.testing.assert_allclose(g.lat, [h3.cell_to_latlng(int(c))[0] for c in ids]) def test_areas_are_the_same_areas(self): cases = [[square(10, 20, 3, "a"), square(10, 25.9, 3, "b")], # touching: one area [square(10, 20, 3, "a"), square(10, 40, 3, "b")], # apart: two [square(10, 20, 6, "a"), square(10, 20, 1, "b")], # nested [square(-30, 170, 3, "a"), square(-30, -176, 3, "b"), square(40, 0, 2, "c")]] # across ยฑ180 for regions in cases: got, want = RF.area_cells(regions, 4), _area_cells_reference(regions, 4) self.assertEqual(len(got), len(want)) for a, b in zip(got, want): np.testing.assert_array_equal(a, b) def test_a_build_does_not_load_the_refined_regions(self): from unittest import mock root = built_world() tmp = Path(tempfile.mkdtemp()) reg = tmp / "r.json" reg.write_text(json.dumps({"regions": [square(10, 20, 3)]})) RF.build_areas(root, 2, reg, log=lambda s: None, regions_root=tmp / "res") reg.write_text(json.dumps({"regions": [square(10, 20, 3), square(-20, 60, 3, "b")]})) real = RF.RegionSet def only_empty(root_, *a, **k): rs = real(root_, *a, **k) if not rs.empty: raise AssertionError("a build loaded the refined regions (memory for nothing)") return rs with mock.patch.object(RF, "RegionSet", side_effect=only_empty): RF.build_areas(root, 2, reg, log=lambda s: None, regions_root=tmp / "res") class FingerprintTest(unittest.TestCase): def test_region_fingerprint_changes_when_a_result_is_rebuilt(self): d = Path(tempfile.mkdtemp()) area = RF.results_dir(d, "abc") / "a1" area.mkdir(parents=True) np.savez(area / "cells.npz", g_ids=np.array([1], np.uint64)) (area / "meta.json").write_text("{}") f1 = RF.regions_fingerprint(d, "abc") import os, time st = (area / "cells.npz").stat() os.utime(area / "cells.npz", ns=(st.st_atime_ns, st.st_mtime_ns + 10**9)) # rebuilt (new model, same cells) self.assertNotEqual(RF.regions_fingerprint(d, "abc"), f1) class HaloHeightsTest(unittest.TestCase): def test_halo_keeps_real_heights_in_the_output(self): root = built_world() w = RF.WorldCells(root / "out" / "r2") src = T.TileSource(serve.World(root, 2), seed=7, cache_dir=Path(tempfile.mkdtemp())) i = big_river(w.a) (cells,) = RF.area_cells([square(float(w.a["g_lat"][i]), float(w.a["g_lon"][i]), 4)], 4) g, halo = RF.subgrid(cells, 12742.0) r = RF.refine_area(g, halo, w, src, C.load(root)[0]) self.assertLess(float(np.max(r["z_surface_m"])), 20000.0, "no routing walls leak into heights") class CoastTest(unittest.TestCase): def test_coastal_area_keeps_land_and_rivers_above_the_sea(self): root = built_world() w = RF.WorldCells(root / "out" / "r2") a = w.a mouths = np.where(a["river"].astype(bool) & a["ocean"][a["recv"]].astype(bool))[0] i = int(mouths[np.argmax(a["discharge_km3_yr"][mouths])]) (cells,) = RF.area_cells([square(float(a["g_lat"][i]), float(a["g_lon"][i]), 4)], 4) g, halo = RF.subgrid(cells, 12742.0) src = T.TileSource(serve.World(root, 2), seed=7, cache_dir=Path(tempfile.mkdtemp())) r = RF.refine_area(g, halo, w, src, C.load(root)[0]) inner = ~halo self.assertTrue((r["ocean"] & inner).any(), "the test area reaches the sea") self.assertFalse((r["river"] & inner & (r["elevation_eroded_m"] < 0)).any(), "no river below sea level") lake_low = r["lake"] & inner & ~r["endorheic"] & (r["z_filled_m"] < 0) self.assertFalse(lake_low.any(), "no open lake below sea level") coast_land = inner & ~r["ocean"] & np.isin(np.arange(g.n), g.src[r["ocean"][g.dst]]) self.assertTrue(np.all(r["elevation_eroded_m"][coast_land] >= 0), "land by the sea is above it") ERA_CUT = """ [[event]] name = "cut" kind = "disintegrate" center = [{lat}, {lon}] radius_km = 1000.0 depth_m = 3000.0 [[event]] name = "haze" kind = "zone" shape = "circle" center = [{lat}, {lon}] radius_km = 1500.0 edge_km = 5.0 fields = {{ gravity_g = 0.5, pressure_bar = 2.0, fire_reactivity = 0.4 }} [eras] order = ["before", "after"] default = "after" [eras.before] label = "Before" events = [] [eras.after] label = "After" events = ["cut", "haze"] """ _ERA_WORLD = [] def era_world(): """(root, far point, cut point, km between them): a small world with an era 'after' that cuts into the land farthest from the biggest river and holds a zone there (built once per test run).""" if not _ERA_WORLD: import atexit import shutil from mapgen import eras as ER, pipeline as P from mapgen.sphere import gc_dist_km from mapgen.testing import small_world root = Path(tempfile.mkdtemp(prefix="worldmap-viewer-era-")) atexit.register(shutil.rmtree, root, True) small_world(root) ctx = P.build(root, 2, log=lambda m: None) g, a = ctx.grid, ctx.data i = big_river(a) d = gc_dist_km(g.xyz, g.xyz[i], g.radius_km) j = int(np.argmax(np.where(~np.asarray(a["ocean"]), d, -1.0))) (root / "config" / "eras.toml").write_text(ERA_CUT.format(lat=round(float(g.lat[j]), 3), lon=round(float(g.lon[j]), 3))) ER.build_all(root, 2, log=lambda m: None, base=ctx) _ERA_WORLD.append((root, (float(g.lat[i]), float(g.lon[i])), (float(g.lat[j]), float(g.lon[j])), float(d[j]))) return _ERA_WORLD[0] def write_regions(path: Path, *squares) -> Path: path.parent.mkdir(parents=True, exist_ok=True) path.write_text(json.dumps({"regions": list(squares)})) return path class EraAreasTest(unittest.TestCase): def test_an_area_the_era_left_alone_is_built_once(self): root, far, cut, dist = era_world() self.assertGreater(dist, 5500.0, "the fixture needs the river far from the cut") tmp = Path(tempfile.mkdtemp()) reg = write_regions(tmp / "regions.json", square(*far, 2, "far"), square(*cut, 2, "cut")) metas = RF.build_areas(root, 2, reg, log=lambda s: None, regions_root=tmp / "res") self.assertEqual(sorted({m["era"] for m in metas}), ["after", "before"]) by = {(m["era"], m["hash"]): m for m in metas} hf = RF.area_hash(RF.area_cells([square(*far, 2)], 4)[0]) hc = RF.area_hash(RF.area_cells([square(*cut, 2)], 4)[0]) self.assertEqual(by[("before", hf)]["key"], by[("after", hf)]["key"]) self.assertNotEqual(by[("before", hc)]["key"], by[("after", hc)]["key"]) self.assertEqual(sorted(p.name for p in RF.areas_dir(tmp / "res").iterdir() if p.is_dir()), sorted({m["key"] for m in metas})) self.assertEqual(len({m["key"] for m in metas}), 3) sets = [p for p in (tmp / "res").iterdir() if p.name != RF.AREAS] self.assertEqual(len(sets), 2) for s in sets: links = RF.built_areas(tmp / "res", s.name.rsplit("-m", 1)[0]) self.assertEqual(len(links), 2) self.assertTrue(all(p.is_symlink() for p in links)) self.assertIn(json.loads((s / "era.json").read_text())["era"], ("before", "after")) again = RF.build_areas(root, 2, reg, log=lambda s: None, regions_root=tmp / "res") self.assertFalse(any(m["built"] for m in again), "cached for both worlds") def test_key_follows_the_values_the_area_reads(self): import copy root, far, _, _ = era_world() cfg, _ = C.load(root) (cells,) = RF.area_cells([square(*far, 2)], 4) w = RF.WorldCells(root / "out" / "r2") k0 = RF.area_key(w, cells, cfg, []) self.assertEqual(RF.area_key(RF.WorldCells(root / "out" / "r2"), cells, cfg, []), k0, "deterministic") idx = RF.world_near(w, cells) par = np.unique([h3.cell_to_parent(int(c), 2) for c in cells]) self.assertTrue(np.isin(np.searchsorted(w.ids, par.astype(np.uint64)), idx).all(), "the cells under it") near = RF.WorldCells(root / "out" / "r2") near.a["T_mean"] = near.a["T_mean"].copy() near.a["T_mean"][idx[0]] += 1.0 self.assertNotEqual(RF.area_key(near, cells, cfg, []), k0) away = RF.WorldCells(root / "out" / "r2") away.a["T_mean"] = away.a["T_mean"].copy() away.a["T_mean"][np.setdiff1d(np.arange(len(away.ids)), idx)[0]] += 1.0 self.assertEqual(RF.area_key(away, cells, cfg, []), k0, "values far away don't matter") cfg2 = copy.deepcopy(cfg) cfg2["build"]["seed"] = int(cfg2["build"]["seed"]) + 1 self.assertNotEqual(RF.area_key(w, cells, cfg2, []), k0) def test_an_unbuilt_era_waits_with_a_message(self): root = built_world() p = root / "config" / "eras.toml" p.write_text(ERA_CUT.format(lat=0.0, lon=0.0)) try: tmp = Path(tempfile.mkdtemp()) w = RF.WorldCells(root / "out" / "r2") i = big_river(w.a) reg = write_regions(tmp / "regions.json", square(float(w.a["g_lat"][i]), float(w.a["g_lon"][i]), 2)) logs = [] metas = RF.build_areas(root, 2, reg, log=logs.append, regions_root=tmp / "res") self.assertEqual({m["era"] for m in metas}, {"before"}) self.assertTrue(any("era after is not built" in s for s in logs), logs) finally: p.unlink() def test_refined_cells_keep_the_eras_air(self): from mapgen import environment as EN, eras as ER, fields as FL root, _, cut, _ = era_world() tmp = Path(tempfile.mkdtemp()) reg = write_regions(tmp / "regions.json", square(*cut, 2, "cut")) metas = RF.build_areas(root, 2, reg, log=lambda s: None, regions_root=tmp / "res") (m,) = [m for m in metas if m["era"] == "after"] w = RF.WorldCells(ER.era_dir(root, 2, "after")) with np.load(Path(m["dir"]) / "cells.npz") as z: r = {k: z[k] for k in z.files} p = r["parent"] np.testing.assert_array_equal(r["gravity_g"], w.a["gravity_g"][p]) self.assertTrue(np.any(np.isclose(r["fire_reactivity"], 0.4)), "the zone reaches the refined cells") cfg = C.load(root)[0] H = float(cfg["planet"]["scale_height_km"]) * 1000.0 sea_p = r["pressure_bar"] / FL.pressure(1.0, r["z_surface_m"], H) wet = np.sqrt(sea_p / float(cfg["planet"]["sea_level_pressure_bar"])) zone, _ = EN.holdridge(r["biotemp"], r["P_ann"] * wet, r["T_min"]) inner = ~r["halo"] np.testing.assert_array_equal(r["holdridge"][inner], zone[inner]) class LayoutTest(unittest.TestCase): def setUp(self): self.root = built_world() w = RF.WorldCells(self.root / "out" / "r2") i = big_river(w.a) self.at = (float(w.a["g_lat"][i]), float(w.a["g_lon"][i])) self.sq = square(*self.at, 2) self.tmp = Path(tempfile.mkdtemp()) self.reg = write_regions(self.tmp / "regions.json", self.sq) self.res = self.tmp / "res" def fingerprint(self): return T.TileSource(serve.World(self.root, 2), seed=int(C.load(self.root)[0]["build"]["seed"]), regions_dir=self.res, with_regions=False).fingerprint def test_old_layout_is_replaced(self): h = RF.area_hash(RF.area_cells([self.sq], 4)[0]) old = RF.results_dir(self.res, self.fingerprint()) / h old.mkdir(parents=True) (old / "cells.npz").write_bytes(b"old") (self.res / "0123456789-m5" / "x").mkdir(parents=True) (m,) = RF.build_areas(self.root, 2, self.reg, log=lambda s: None, regions_root=self.res) link = Path(m["dir"]) self.assertTrue(link.is_symlink()) with np.load(link / "cells.npz") as z: self.assertIn("g_ids", z.files) self.assertFalse((self.res / "0123456789-m5").exists()) def test_a_dangling_link_is_rebuilt(self): import shutil (m,) = RF.build_areas(self.root, 2, self.reg, log=lambda s: None, regions_root=self.res) shutil.rmtree(Path(m["dir"]).resolve()) (m2,) = RF.build_areas(self.root, 2, self.reg, log=lambda s: None, regions_root=self.res) self.assertTrue(m2["built"]) self.assertTrue((Path(m2["dir"]) / "cells.npz").exists()) def test_a_new_model_rebuilds_the_area(self): from unittest import mock (m,) = RF.build_areas(self.root, 2, self.reg, log=lambda s: None, regions_root=self.res) with mock.patch.object(RF, "MODEL", RF.MODEL + 1): (m2,) = RF.build_areas(self.root, 2, self.reg, log=lambda s: None, regions_root=self.res) self.assertNotEqual(m2["key"], m["key"]) self.assertTrue(m2["built"]) self.assertEqual(m2["model"], RF.MODEL + 1) def test_unused_areas_and_links_go(self): (m,) = RF.build_areas(self.root, 2, self.reg, log=lambda s: None, regions_root=self.res) write_regions(self.reg, square(self.at[0] + 5.0, self.at[1] + 5.0, 2)) # redrawn elsewhere (m2,) = RF.build_areas(self.root, 2, self.reg, log=lambda s: None, regions_root=self.res) self.assertFalse(Path(m["dir"]).is_symlink() or Path(m["dir"]).exists()) self.assertEqual([p.name for p in RF.areas_dir(self.res).iterdir() if p.is_dir()], [m2["key"]]) class SeaFloorRefineTest(unittest.TestCase): @classmethod def setUpClass(cls): from unittest import mock import seafloor as SF cls.root = built_world() w = RF.WorldCells(cls.root / "out" / "r2") a = w.a river, ocean = a["river"].astype(bool), a["ocean"].astype(bool) mouth = river & ocean[a["recv"]] & ~ocean i = int(np.argmax(np.where(mouth, a["discharge_km3_yr"], -1.0))) cls.at = (float(a["g_lat"][i]), float(a["g_lon"][i])) (cells,) = RF.area_cells([square(*cls.at, 3)], 4) cls.g, cls.halo = RF.subgrid(cells, 12742.0) src = T.TileSource(serve.World(cls.root, 2), seed=7, cache_dir=Path(tempfile.mkdtemp())) cfg = C.load(cls.root)[0] cls.r = RF.refine_area(cls.g, cls.halo, w, src, cfg) real = SF.run def untouched(g, z, *args): # the same pass, heights left as they were _, f, v = real(g, z, *args) return np.asarray(z, dtype=np.float64), f, v with mock.patch.object(SF, "run", side_effect=untouched): cls.r0 = RF.refine_area(cls.g, cls.halo, w, src, cfg) def test_the_pass_changes_only_the_sea(self): r, r0 = self.r, self.r0 np.testing.assert_array_equal(r["ocean"], r0["ocean"]) land = ~r0["ocean"] np.testing.assert_array_equal(r["elevation_eroded_m"][land], r0["elevation_eroded_m"][land]) np.testing.assert_array_equal(r["river"], r0["river"]) np.testing.assert_array_equal(r["elevation_eroded_m"][self.halo], r0["elevation_eroded_m"][self.halo]) sea = r["ocean"] & ~self.halo self.assertTrue(sea.any(), "the square reaches the sea") self.assertTrue(np.all(r["elevation_eroded_m"][sea] <= np.maximum(r0["elevation_eroded_m"][sea], -5.0))) def test_vents_and_sea_fields_only_in_the_sea(self): r = self.r cells = np.searchsorted(self.g.ids, r["vents"]["cell"]) self.assertTrue(np.all(r["ocean"][cells])) land = ~r["ocean"] self.assertTrue(np.all(r["seabed_type"][land] == 0) and np.all(r["vent"][land] == 0)) for k in ("seabed_type", "seabed_mineral", "bottom_temp_c", "sediment_m", "vent", "canyon_m", "fan_m", "plateau_id"): self.assertEqual(len(r[k]), self.g.n, k) def test_build_saves_the_vents(self): tmp = Path(tempfile.mkdtemp()) reg = write_regions(tmp / "regions.json", square(*self.at, 3, "coast")) (m,) = RF.build_areas(self.root, 2, reg, log=lambda s: None, regions_root=tmp / "res") self.assertEqual(m["model"], RF.MODEL) self.assertIn("vents", m) self.assertIn("canyon_max_m", m) with np.load(Path(m["dir"]) / "vents.npz") as z: self.assertEqual(set(z.files), {"cell", "lat", "lon", "type", "temp_c", "flow", "mineral"}) self.assertEqual(len(z["cell"]), m["vents"]) def test_preview_of_a_refined_region(self): import seafloor as SF tmp = Path(tempfile.mkdtemp()) reg = write_regions(tmp / "regions.json", square(*self.at, 3, "coast")) RF.build_areas(self.root, 2, reg, log=lambda s: None, regions_root=tmp / "res") d = SF.preview_region(self.root, 2, "coast", regions_path=reg, regions_root=tmp / "res", out_dir=tmp / "prev") self.assertGreater((d / "coast-base.jpg").stat().st_size, 1000) with self.assertRaises(SystemExit): SF.preview_region(self.root, 2, "nowhere", regions_path=reg, regions_root=tmp / "res", out_dir=tmp / "prev") class PlateauOutlineTest(unittest.TestCase): def test_outline_holds_the_plateau_and_its_margin(self): from mapgen import plateaus as PL from mapgen.sphere import gc_dist_km, latlon_to_xyz from tests.helpers import small_grid p = {"name": "east-flank", "center": [-39.9, -18.0], "area_km2": 3.0e6, "elongation": 1.9, "azimuth_deg": 14.6, "top_m": [1500.0, 3000.0]} o = RF.plateau_outline(p, 7, 12742.0) self.assertEqual(len(o), 96) self.assertFalse(serve.RegionStore._crosses([(lo, la) for la, lo in o]), "a simple polygon") cells = np.array(sorted(h3.polygon_to_cells(h3.LatLngPoly([tuple(q) for q in o]), 3)), dtype=np.uint64) g = small_grid(3) pid = PL.cell_ids(g.xyz, [p], 7, 12742.0) self.assertGreater(float(np.isin(g.ids[pid == 0], cells).mean()), 0.99) q = np.array(o) d = gc_dist_km(latlon_to_xyz(q[:, 0], q[:, 1]), latlon_to_xyz(*p["center"]), 12742.0) self.assertTrue(np.all(d >= 300.0)) class FastPathsTest(unittest.TestCase): """Speed-ups with the same results as the per-cell h3 calls and loops they replaced.""" def test_cell_parents_match_h3(self): rng = np.random.default_rng(1) base = [c for r0 in h3.get_res0_cells() for c in h3.cell_to_children(r0, 1)] for res_child, res_parent in ((7, 5), (4, 2), (5, 5), (3, 0)): cells = np.array([h3.cell_to_center_child(int(c), res_child) for c in rng.choice(base, 50)] + [h3.cell_to_children(int(c), res_child)[-1] for c in rng.choice(base, 50)], np.uint64) want = [h3.cell_to_parent(int(c), res_parent) for c in cells] np.testing.assert_array_equal(RF.cell_parents(cells, res_parent), np.array(want, np.uint64)) with self.assertRaises(ValueError): RF.cell_parents(np.array([h3.cell_to_center_child(int(base[0]), 3)], np.uint64), 4) def test_k_mult_matches_the_lookup(self): age = np.array([0, 1, 2, 3, 4, 5, 6, 7, 8, -1, 3.9, 9], dtype=np.float64) want = np.vectorize(lambda c: RF.K_MULT.get(int(c), 1.0))(age).astype(np.float64) np.testing.assert_array_equal(RF.k_mult(age), want) np.testing.assert_array_equal(RF.k_mult(age.astype(np.int8)[:9]), want[:9]) def test_subgrid_in_parallel_is_the_serial_grid(self): from unittest import mock import h3par (cells,) = RF.area_cells([square(10, 20, 4)], 4) g1, h1 = RF.subgrid(cells, 12742.0) with mock.patch.object(h3par, "MIN_PARALLEL", 1), mock.patch.dict("os.environ", {"MAPVIEW_H3_WORKERS": "3"}): g2, h2 = RF.subgrid(cells[::-1].copy(), 12742.0) # unsorted input too for k in ("ids", "lat", "lon", "xyz", "area_km2", "nbr_ptr", "nbr_idx"): np.testing.assert_array_equal(getattr(g1, k), getattr(g2, k)) np.testing.assert_array_equal(h1, h2) |