"""Tests for the AMS mapping computation in the print scheduler.""" import io import json import zipfile import pytest from backend.app.services.print_scheduler import PrintScheduler from backend.app.utils.threemf_tools import extract_nozzle_mapping_from_3mf class TestSchedulerAmsMappingHelpers: """Test the AMS mapping helper methods in PrintScheduler.""" @pytest.fixture def scheduler(self): return PrintScheduler() def test_normalize_color_with_hash(self, scheduler): """Color with hash should return #RRGGBB format.""" result = scheduler._normalize_color("#FF5500") assert result == "#FF5500" def test_normalize_color_without_hash(self, scheduler): """Color without hash should add hash prefix.""" result = scheduler._normalize_color("FF5500") assert result == "#FF5500" def test_normalize_color_with_alpha(self, scheduler): """Color with alpha channel should strip it.""" result = scheduler._normalize_color("FF5500AA") assert result == "#FF5500" def test_normalize_color_none(self, scheduler): """None color should return default gray.""" result = scheduler._normalize_color(None) assert result == "#808080" def test_normalize_color_empty(self, scheduler): """Empty color should return default gray.""" result = scheduler._normalize_color("") assert result == "#808080" def test_normalize_color_for_compare(self, scheduler): """Color for compare should be lowercase without hash.""" result = scheduler._normalize_color_for_compare("#FF5500") assert result == "ff5500" def test_normalize_color_for_compare_with_alpha(self, scheduler): """Alpha channel should be stripped for comparison.""" result = scheduler._normalize_color_for_compare("#FF5500AA") assert result == "ff5500" def test_colors_are_similar_exact_match(self, scheduler): """Exact same colors should be similar.""" assert scheduler._colors_are_similar("#FF5500", "#FF5500") is True def test_colors_are_similar_within_threshold(self, scheduler): """Colors within threshold should be similar.""" # Red difference of 10, well within default threshold of 40 assert scheduler._colors_are_similar("#FF5500", "#F55500") is True def test_colors_are_similar_outside_threshold(self, scheduler): """Colors outside threshold should not be similar.""" # Red: FF (255) vs 00 (0) = 255 difference assert scheduler._colors_are_similar("#FF0000", "#00FF00") is False def test_colors_are_similar_none_colors(self, scheduler): """None colors should not be similar.""" assert scheduler._colors_are_similar(None, "#FF5500") is False assert scheduler._colors_are_similar("#FF5500", None) is False class TestBuildLoadedFilaments: """Test the _build_loaded_filaments method.""" @pytest.fixture def scheduler(self): return PrintScheduler() def test_build_loaded_filaments_empty_status(self, scheduler): """Empty status should return empty list.""" class MockStatus: raw_data = {} result = scheduler._build_loaded_filaments(MockStatus()) assert result == [] def test_build_loaded_filaments_with_ams(self, scheduler): """Should extract filaments from AMS units.""" class MockStatus: raw_data = { "ams": [ { "id": 0, "tray": [ {"id": 0, "tray_type": "PLA", "tray_color": "FF0000"}, {"id": 1, "tray_type": "PETG", "tray_color": "00FF00"}, ], } ] } result = scheduler._build_loaded_filaments(MockStatus()) assert len(result) == 2 # First filament assert result[0]["type"] == "PLA" assert result[0]["color"] == "#FF0000" assert result[0]["ams_id"] == 0 assert result[0]["tray_id"] == 0 assert result[0]["global_tray_id"] == 0 # 0 * 4 + 0 # Second filament assert result[1]["type"] == "PETG" assert result[1]["global_tray_id"] == 1 # 0 * 4 + 1 def test_build_loaded_filaments_with_ht_ams(self, scheduler): """AMS-HT (single tray) should be marked as is_ht.""" class MockStatus: raw_data = { "ams": [ { "id": 128, "tray": [{"id": 0, "tray_type": "PLA-CF", "tray_color": "000000"}], } ] } result = scheduler._build_loaded_filaments(MockStatus()) assert len(result) == 1 assert result[0]["is_ht"] is True assert result[0]["global_tray_id"] == 128 # AMS-HT uses ams_id directly def test_build_loaded_filaments_with_external(self, scheduler): """Should include external spool.""" class MockStatus: raw_data = {"vt_tray": [{"tray_type": "TPU", "tray_color": "0000FF"}]} result = scheduler._build_loaded_filaments(MockStatus()) assert len(result) == 1 assert result[0]["type"] == "TPU" assert result[0]["is_external"] is True assert result[0]["global_tray_id"] == 254 def test_build_loaded_filaments_skips_empty_trays(self, scheduler): """Trays without tray_type should be skipped.""" class MockStatus: raw_data = { "ams": [ { "id": 0, "tray": [ {"id": 0, "tray_type": "PLA", "tray_color": "FF0000"}, {"id": 1, "tray_type": "", "tray_color": ""}, # Empty {"id": 2}, # No tray_type key ], } ] } result = scheduler._build_loaded_filaments(MockStatus()) assert len(result) == 1 assert result[0]["type"] == "PLA" class TestMatchFilamentsToSlots: """Test the _match_filaments_to_slots method.""" @pytest.fixture def scheduler(self): return PrintScheduler() def test_match_empty_required(self, scheduler): """Empty required list should return None.""" result = scheduler._match_filaments_to_slots([], []) assert result is None def test_match_exact_color(self, scheduler): """Should prefer exact color match.""" required = [{"slot_id": 1, "type": "PLA", "color": "#FF0000"}] loaded = [ {"type": "PLA", "color": "#00FF00", "global_tray_id": 0}, # Wrong color {"type": "PLA", "color": "#FF0000", "global_tray_id": 1}, # Exact match ] result = scheduler._match_filaments_to_slots(required, loaded) assert result == [1] # Should pick tray 1 (exact color match) def test_match_similar_color(self, scheduler): """Should match similar colors when no exact match.""" required = [{"slot_id": 1, "type": "PLA", "color": "#FF5500"}] loaded = [ {"type": "PLA", "color": "#FF5510", "global_tray_id": 0}, # Similar ] result = scheduler._match_filaments_to_slots(required, loaded) assert result == [0] def test_match_type_only(self, scheduler): """Should match by type when colors don't match.""" required = [{"slot_id": 1, "type": "PLA", "color": "#FF0000"}] loaded = [ {"type": "PLA", "color": "#0000FF", "global_tray_id": 5}, # Type match, color way off ] result = scheduler._match_filaments_to_slots(required, loaded) assert result == [5] def test_match_no_match_returns_minus_one(self, scheduler): """Unmatched filaments should have -1 in mapping.""" required = [{"slot_id": 1, "type": "PLA", "color": "#FF0000"}] loaded = [ {"type": "PETG", "color": "#FF0000", "global_tray_id": 0}, # Wrong type ] result = scheduler._match_filaments_to_slots(required, loaded) assert result == [-1] def test_match_multiple_filaments(self, scheduler): """Should match multiple filaments correctly.""" required = [ {"slot_id": 1, "type": "PLA", "color": "#FF0000"}, {"slot_id": 2, "type": "PETG", "color": "#00FF00"}, ] loaded = [ {"type": "PLA", "color": "#FF0000", "global_tray_id": 0}, {"type": "PETG", "color": "#00FF00", "global_tray_id": 1}, ] result = scheduler._match_filaments_to_slots(required, loaded) assert result == [0, 1] def test_match_avoids_duplicate_assignment(self, scheduler): """Same tray should not be assigned to multiple slots.""" required = [ {"slot_id": 1, "type": "PLA", "color": "#FF0000"}, {"slot_id": 2, "type": "PLA", "color": "#FF0000"}, # Same requirements ] loaded = [ {"type": "PLA", "color": "#FF0000", "global_tray_id": 0}, # Only one PLA ] result = scheduler._match_filaments_to_slots(required, loaded) # First slot gets the match, second slot gets -1 assert result == [0, -1] def test_match_h2d_pro_ams_ids(self, scheduler): """Should work with H2D Pro's high AMS IDs (128+).""" required = [{"slot_id": 1, "type": "PLA", "color": "#FF0000"}] loaded = [ {"type": "PLA", "color": "#FF0000", "global_tray_id": 512}, # AMS 128, slot 0 ] result = scheduler._match_filaments_to_slots(required, loaded) assert result == [512] def test_match_external_spool(self, scheduler): """Should match external spool with ID 254.""" required = [{"slot_id": 1, "type": "TPU", "color": "#0000FF"}] loaded = [ {"type": "TPU", "color": "#0000FF", "global_tray_id": 254, "is_external": True}, ] result = scheduler._match_filaments_to_slots(required, loaded) assert result == [254] def test_match_by_tray_info_idx_priority(self, scheduler): """tray_info_idx match should have highest priority over color match.""" required = [{"slot_id": 1, "type": "PLA", "color": "#000000", "tray_info_idx": "GFA00"}] loaded = [ { "type": "PLA", "color": "#000000", "global_tray_id": 0, "tray_info_idx": "GFB00", }, # Same color, different spool { "type": "PLA", "color": "#000000", "global_tray_id": 1, "tray_info_idx": "GFA00", }, # Same color, exact spool { "type": "PLA", "color": "#000000", "global_tray_id": 2, "tray_info_idx": "GFC00", }, # Same color, different spool ] result = scheduler._match_filaments_to_slots(required, loaded) assert result == [1] # Should pick tray 1 (exact tray_info_idx match) def test_match_by_tray_info_idx_with_different_colors(self, scheduler): """tray_info_idx match should work even if colors differ slightly.""" required = [{"slot_id": 1, "type": "PLA", "color": "#000000", "tray_info_idx": "P4d64437"}] loaded = [ {"type": "PLA", "color": "#000000", "global_tray_id": 0, "tray_info_idx": ""}, # No idx { "type": "PLA", "color": "#000010", "global_tray_id": 3, "tray_info_idx": "P4d64437", }, # Exact spool (slightly different color reported) ] result = scheduler._match_filaments_to_slots(required, loaded) assert result == [3] # Should pick tray 3 (exact tray_info_idx match) def test_match_fallback_to_color_when_no_tray_info_idx(self, scheduler): """Should fall back to color matching when tray_info_idx is empty.""" required = [{"slot_id": 1, "type": "PLA", "color": "#FF0000", "tray_info_idx": ""}] loaded = [ {"type": "PLA", "color": "#00FF00", "global_tray_id": 0, "tray_info_idx": "GFA00"}, {"type": "PLA", "color": "#FF0000", "global_tray_id": 1, "tray_info_idx": "GFB00"}, # Color match ] result = scheduler._match_filaments_to_slots(required, loaded) assert result == [1] # Should pick tray 1 (color match) def test_match_fallback_to_color_when_no_matching_tray_info_idx(self, scheduler): """Should fall back to color when tray_info_idx doesn't match any loaded spool.""" required = [{"slot_id": 1, "type": "PLA", "color": "#FF0000", "tray_info_idx": "OLD_SPOOL"}] loaded = [ { "type": "PLA", "color": "#FF0000", "global_tray_id": 0, "tray_info_idx": "NEW_SPOOL", }, # Different idx but same color ] result = scheduler._match_filaments_to_slots(required, loaded) assert result == [0] # Should fall back to color match def test_match_multiple_same_color_with_tray_info_idx(self, scheduler): """Multiple identical filaments should be matched by tray_info_idx (H2D Pro scenario).""" # This is the exact scenario from issue #245 - 3 black PLA spools required = [ {"slot_id": 1, "type": "PLA", "color": "#000000", "tray_info_idx": "GFA03"}, # Wants tray 3 ] loaded = [ {"type": "PLA", "color": "#000000", "global_tray_id": 0, "tray_info_idx": "GFA00"}, # Tray 0 {"type": "PLA", "color": "#000000", "global_tray_id": 1, "tray_info_idx": "GFA01"}, # Tray 1 {"type": "PLA", "color": "#000000", "global_tray_id": 2, "tray_info_idx": "GFA02"}, # Tray 2 { "type": "PLA", "color": "#000000", "global_tray_id": 3, "tray_info_idx": "GFA03", }, # Tray 3 - the one we want ] result = scheduler._match_filaments_to_slots(required, loaded) assert result == [3] # Should pick tray 3, not tray 0 def test_match_tray_info_idx_not_reused(self, scheduler): """tray_info_idx matched trays should not be reused for other slots.""" required = [ {"slot_id": 1, "type": "PLA", "color": "#000000", "tray_info_idx": "GFA00"}, {"slot_id": 2, "type": "PLA", "color": "#000000", "tray_info_idx": "GFA01"}, ] loaded = [ {"type": "PLA", "color": "#000000", "global_tray_id": 0, "tray_info_idx": "GFA00"}, {"type": "PLA", "color": "#000000", "global_tray_id": 1, "tray_info_idx": "GFA01"}, ] result = scheduler._match_filaments_to_slots(required, loaded) assert result == [0, 1] # Each slot gets its specific tray def test_match_non_unique_tray_info_idx_uses_color(self, scheduler): """Non-unique tray_info_idx should fall back to color matching. This is the scenario where multiple trays have the same tray_info_idx (e.g., two spools of generic PLA both have GFA00). The color should be used as tiebreaker instead of just picking the first match. """ # User sliced with green PLA (tray_info_idx=GFA00) # Two trays have GFA00: tray 3 (white) and tray 4 (green) # Should pick tray 4 because the color matches required = [ {"slot_id": 2, "type": "PLA", "color": "#00FF00", "tray_info_idx": "GFA00"}, # Green PLA ] loaded = [ {"type": "PLA", "color": "#FFFFFF", "global_tray_id": 3, "tray_info_idx": "GFA00"}, # White PLA {"type": "PLA", "color": "#00FF00", "global_tray_id": 4, "tray_info_idx": "GFA00"}, # Green PLA ] result = scheduler._match_filaments_to_slots(required, loaded) assert result == [-1, 4] # Should pick tray 4 (color match), not tray 3 (first match) def test_match_non_unique_tray_info_idx_same_color(self, scheduler): """Non-unique tray_info_idx with identical colors picks first match. When multiple trays have the same tray_info_idx AND same color, there's no way to differentiate, so first match is used. """ required = [ {"slot_id": 2, "type": "PLA", "color": "#FFFFFF", "tray_info_idx": "GFA00"}, ] loaded = [ {"type": "PLA", "color": "#FFFFFF", "global_tray_id": 3, "tray_info_idx": "GFA00"}, {"type": "PLA", "color": "#FFFFFF", "global_tray_id": 4, "tray_info_idx": "GFA00"}, ] result = scheduler._match_filaments_to_slots(required, loaded) # Both have same color, so first is used assert result == [-1, 3] class TestPreferLowestFilament: """Test prefer_lowest_filament sorting in _match_filaments_to_slots.""" @pytest.fixture def scheduler(self): return PrintScheduler() def test_prefer_lowest_picks_lower_remain(self, scheduler): """When enabled, should pick the spool with lower remaining filament.""" required = [{"slot_id": 1, "type": "PLA", "color": "#FF0000"}] loaded = [ {"type": "PLA", "color": "#FF0000", "global_tray_id": 0, "remain": 80}, {"type": "PLA", "color": "#FF0000", "global_tray_id": 1, "remain": 30}, ] result = scheduler._match_filaments_to_slots(required, loaded, prefer_lowest=True) assert result == [1] # Should pick tray 1 (30% remaining) def test_prefer_lowest_disabled_picks_first(self, scheduler): """When disabled, should pick the first matching spool (default behavior).""" required = [{"slot_id": 1, "type": "PLA", "color": "#FF0000"}] loaded = [ {"type": "PLA", "color": "#FF0000", "global_tray_id": 0, "remain": 80}, {"type": "PLA", "color": "#FF0000", "global_tray_id": 1, "remain": 30}, ] result = scheduler._match_filaments_to_slots(required, loaded, prefer_lowest=False) assert result == [0] # Should pick tray 0 (first match) def test_prefer_lowest_unknown_remain_sorted_last(self, scheduler): """Spools with remain=-1 (unknown) should be sorted to end.""" required = [{"slot_id": 1, "type": "PLA", "color": "#FF0000"}] loaded = [ {"type": "PLA", "color": "#FF0000", "global_tray_id": 0, "remain": -1}, {"type": "PLA", "color": "#FF0000", "global_tray_id": 1, "remain": 50}, ] result = scheduler._match_filaments_to_slots(required, loaded, prefer_lowest=True) assert result == [1] # Should pick tray 1 (known 50%) over unknown def test_prefer_lowest_missing_remain_sorted_last(self, scheduler): """Spools without remain field should be sorted to end.""" required = [{"slot_id": 1, "type": "PLA", "color": "#FF0000"}] loaded = [ {"type": "PLA", "color": "#FF0000", "global_tray_id": 0}, # No remain field {"type": "PLA", "color": "#FF0000", "global_tray_id": 1, "remain": 50}, ] result = scheduler._match_filaments_to_slots(required, loaded, prefer_lowest=True) assert result == [1] # Should pick tray 1 (known 50%) over missing def test_prefer_lowest_multiple_slots(self, scheduler): """Should pick lowest remain for each slot independently.""" required = [ {"slot_id": 1, "type": "PLA", "color": "#FF0000"}, {"slot_id": 2, "type": "PLA", "color": "#FF0000"}, ] loaded = [ {"type": "PLA", "color": "#FF0000", "global_tray_id": 0, "remain": 80}, {"type": "PLA", "color": "#FF0000", "global_tray_id": 1, "remain": 30}, {"type": "PLA", "color": "#FF0000", "global_tray_id": 2, "remain": 60}, ] result = scheduler._match_filaments_to_slots(required, loaded, prefer_lowest=True) # Slot 1 gets tray 1 (30%), slot 2 gets tray 2 (60%) — tray 0 (80%) unused assert result == [1, 2] def test_prefer_lowest_with_tray_info_idx(self, scheduler): """Should sort within tray_info_idx subset too.""" required = [{"slot_id": 1, "type": "PLA", "color": "#FFFFFF", "tray_info_idx": "GFA00"}] loaded = [ {"type": "PLA", "color": "#FFFFFF", "global_tray_id": 0, "tray_info_idx": "GFA00", "remain": 80}, {"type": "PLA", "color": "#FFFFFF", "global_tray_id": 1, "tray_info_idx": "GFA00", "remain": 20}, ] result = scheduler._match_filaments_to_slots(required, loaded, prefer_lowest=True) assert result == [1] # Should pick tray 1 (20%) within idx subset def test_prefer_lowest_external_spool(self, scheduler): """External spool with low remain should be preferred over AMS spool.""" required = [{"slot_id": 1, "type": "PLA", "color": "#FF0000"}] loaded = [ {"type": "PLA", "color": "#FF0000", "global_tray_id": 0, "remain": 80, "is_external": False}, {"type": "PLA", "color": "#FF0000", "global_tray_id": 254, "remain": 10, "is_external": True}, ] result = scheduler._match_filaments_to_slots(required, loaded, prefer_lowest=True) assert result == [254] # Should pick external spool (10%) over AMS (80%) class TestPreferLowestInventoryOverride: """Tests for the #1508 inventory-aware sort: when the user has bound a Bambuddy inventory spool to an AMS slot, that spool's remaining weight becomes the sort signal instead of the MQTT ``remain`` percentage. The fix is two-tier: inventory-tracked spools always sort before MQTT-only ones, then ascending by remaining within each tier, then ascending by AMS slot position. See ``print_scheduler._prefer_lowest_sort_key`` for the rationale. """ @pytest.fixture def scheduler(self): return PrintScheduler() def test_inventory_override_beats_mqtt_remain(self, scheduler): """Slot 4's inventory shows 50 g remaining; slot 1's clone has 950 g. MQTT ``remain`` is -1 for both (non-RFID spools), so without the override the sort collapses to AMS-slot order and slot 1 wins. With the override slot 4 (the original, nearly empty) wins. This is the literal reporter scenario in #1508. """ required = [{"slot_id": 1, "type": "PLA", "color": "#FF0000"}] loaded = [ { "type": "PLA", "color": "#FF0000", "ams_id": 0, "tray_id": 0, "global_tray_id": 0, "remain": -1, }, { "type": "PLA", "color": "#FF0000", "ams_id": 0, "tray_id": 3, "global_tray_id": 3, "remain": -1, }, ] # Slot 1 (gtid 0) is the fresh clone at 950 g; slot 4 (gtid 3) is the # nearly-empty original at 50 g. overrides = {0: 950.0, 3: 50.0} result = scheduler._match_filaments_to_slots( required, loaded, prefer_lowest=True, inventory_remain_overrides=overrides ) assert result == [3] def test_inventory_override_with_zero_grams_still_wins(self, scheduler): """An inventory-tracked spool at 0 g must still sort first within its tier — the user wants to finish what's left (or be told there's a deficit) rather than skip to the fresh one. The clamp-to-101 legacy logic only fires on negative values, so 0 g stays 0.0. """ required = [{"slot_id": 1, "type": "PLA", "color": "#FF0000"}] loaded = [ { "type": "PLA", "color": "#FF0000", "ams_id": 0, "tray_id": 0, "global_tray_id": 0, "remain": -1, }, { "type": "PLA", "color": "#FF0000", "ams_id": 0, "tray_id": 1, "global_tray_id": 1, "remain": -1, }, ] overrides = {0: 500.0, 1: 0.0} result = scheduler._match_filaments_to_slots( required, loaded, prefer_lowest=True, inventory_remain_overrides=overrides ) assert result == [1] def test_inventory_tier_beats_mqtt_tier_regardless_of_value(self, scheduler): """Mixed mode: one slot is inventory-tracked at 800 g (high), the other has only a MQTT remain of 10 (very low). The inventory tier wins because the user has explicitly told us to manage that slot — unit-mixing across tiers is intentional and resolved by the tier flag, not value comparison. """ required = [{"slot_id": 1, "type": "PLA", "color": "#FF0000"}] loaded = [ { "type": "PLA", "color": "#FF0000", "ams_id": 0, "tray_id": 0, "global_tray_id": 0, "remain": 10, }, { "type": "PLA", "color": "#FF0000", "ams_id": 0, "tray_id": 1, "global_tray_id": 1, "remain": -1, }, ] overrides = {1: 800.0} # only slot 2 has an inventory binding result = scheduler._match_filaments_to_slots( required, loaded, prefer_lowest=True, inventory_remain_overrides=overrides ) assert result == [1] def test_two_tracked_spools_tied_at_same_grams_lower_slot_wins(self, scheduler): """Two inventory-tracked spools with genuinely equal remaining weight — slot tie-breaker decides. Lower AMS slot wins to match the user's mental model of "use the lower slot first when equal." """ required = [{"slot_id": 1, "type": "PLA", "color": "#FF0000"}] loaded = [ { "type": "PLA", "color": "#FF0000", "ams_id": 0, "tray_id": 1, "global_tray_id": 1, "remain": -1, }, { "type": "PLA", "color": "#FF0000", "ams_id": 0, "tray_id": 0, "global_tray_id": 0, "remain": -1, }, ] overrides = {0: 500.0, 1: 500.0} result = scheduler._match_filaments_to_slots( required, loaded, prefer_lowest=True, inventory_remain_overrides=overrides ) assert result == [0] def test_no_override_falls_back_to_mqtt_remain(self, scheduler): """When no slots are inventory-bound the override map is empty and behaviour is identical to the pre-#1508 MQTT-only sort. Regression guard for the un-tracked-spool case. """ required = [{"slot_id": 1, "type": "PLA", "color": "#FF0000"}] loaded = [ { "type": "PLA", "color": "#FF0000", "ams_id": 0, "tray_id": 0, "global_tray_id": 0, "remain": 80, }, { "type": "PLA", "color": "#FF0000", "ams_id": 0, "tray_id": 1, "global_tray_id": 1, "remain": 30, }, ] result = scheduler._match_filaments_to_slots( required, loaded, prefer_lowest=True, inventory_remain_overrides={} ) assert result == [1] def test_no_override_unknown_remain_sorts_after_known(self, scheduler): """In the no-binding case, ``remain = -1`` (non-RFID, unknown) must still sort *after* a slot the printer knows something about — the legacy sentinel-101 behaviour is preserved. """ required = [{"slot_id": 1, "type": "PLA", "color": "#FF0000"}] loaded = [ { "type": "PLA", "color": "#FF0000", "ams_id": 0, "tray_id": 0, "global_tray_id": 0, "remain": -1, }, { "type": "PLA", "color": "#FF0000", "ams_id": 0, "tray_id": 1, "global_tray_id": 1, "remain": 50, }, ] result = scheduler._match_filaments_to_slots( required, loaded, prefer_lowest=True, inventory_remain_overrides=None ) assert result == [1] def test_external_with_negative_ams_id_does_not_outrank_ams_on_tie(self, scheduler): """``_build_loaded_filaments`` emits external/VT trays with ``ams_id = -1``. A naive ``ams_id * 4 + tray_id`` slot-priority formula would compute -4 for an external and 0 for AMS slot 0 — flipping the legacy stable-sort baseline (which kept AMS first because it's emitted before externals). When ``remain`` ties between the two, AMS slot 0 must still win. """ required = [{"slot_id": 1, "type": "PLA", "color": "#FF0000"}] loaded = [ { "type": "PLA", "color": "#FF0000", "ams_id": 0, "tray_id": 0, "global_tray_id": 0, "remain": -1, "is_external": False, }, { "type": "PLA", "color": "#FF0000", "ams_id": -1, "tray_id": 0, "global_tray_id": 254, "remain": -1, "is_external": True, }, ] result = scheduler._match_filaments_to_slots( required, loaded, prefer_lowest=True, inventory_remain_overrides=None ) assert result == [0] def test_ams_ht_does_not_outrank_regular_ams_on_tie(self, scheduler): """AMS-HT units use ``ams_id`` >= 128 with a single tray. On a tied ``remain`` value, regular AMS slot 0 (slot_priority 0) must beat AMS-HT (slot_priority 1000+). """ required = [{"slot_id": 1, "type": "PLA", "color": "#FF0000"}] loaded = [ { "type": "PLA", "color": "#FF0000", "ams_id": 0, "tray_id": 0, "global_tray_id": 0, "remain": 50, }, { "type": "PLA", "color": "#FF0000", "ams_id": 128, "tray_id": 0, "global_tray_id": 128, "remain": 50, }, ] result = scheduler._match_filaments_to_slots( required, loaded, prefer_lowest=True, inventory_remain_overrides=None ) assert result == [0] class TestBuildLoadedFilamentsTrayInfoIdx: """Test tray_info_idx extraction in _build_loaded_filaments.""" @pytest.fixture def scheduler(self): return PrintScheduler() def test_build_loaded_filaments_includes_tray_info_idx(self, scheduler): """Should extract tray_info_idx from AMS trays.""" class MockStatus: raw_data = { "ams": [ { "id": 0, "tray": [ {"id": 0, "tray_type": "PLA", "tray_color": "000000", "tray_info_idx": "GFA00"}, {"id": 1, "tray_type": "PLA", "tray_color": "000000", "tray_info_idx": "GFA01"}, ], } ] } result = scheduler._build_loaded_filaments(MockStatus()) assert len(result) == 2 assert result[0]["tray_info_idx"] == "GFA00" assert result[1]["tray_info_idx"] == "GFA01" def test_build_loaded_filaments_empty_tray_info_idx(self, scheduler): """Missing tray_info_idx should default to empty string.""" class MockStatus: raw_data = { "ams": [ { "id": 0, "tray": [ {"id": 0, "tray_type": "PLA", "tray_color": "FF0000"}, # No tray_info_idx ], } ] } result = scheduler._build_loaded_filaments(MockStatus()) assert len(result) == 1 assert result[0]["tray_info_idx"] == "" def test_build_loaded_filaments_external_spool_tray_info_idx(self, scheduler): """Should extract tray_info_idx from external spool.""" class MockStatus: raw_data = {"vt_tray": [{"tray_type": "TPU", "tray_color": "0000FF", "tray_info_idx": "P4d64437"}]} result = scheduler._build_loaded_filaments(MockStatus()) assert len(result) == 1 assert result[0]["tray_info_idx"] == "P4d64437" assert result[0]["is_external"] is True def _make_3mf_zip( project_settings: dict | None = None, slice_info_xml: str | None = None, ) -> zipfile.ZipFile: """Create an in-memory ZipFile mimicking a 3MF with project_settings.config.""" buf = io.BytesIO() with zipfile.ZipFile(buf, "w") as zf: if project_settings is not None: zf.writestr("Metadata/project_settings.config", json.dumps(project_settings)) if slice_info_xml is not None: zf.writestr("Metadata/slice_info.config", slice_info_xml) buf.seek(0) return zipfile.ZipFile(buf, "r") class TestExtractNozzleMappingFrom3mf: """Test the extract_nozzle_mapping_from_3mf utility.""" def test_group_id_priority_over_filament_nozzle_map(self): """group_id from slice_info should override filament_nozzle_map from project_settings. Real-world scenario: "Auto For Flush" mode sets filament_nozzle_map all to 0 (user preference) but the actual assignment in slice_info has different group_ids. """ # filament_nozzle_map says all on slicer ext 0 → MQTT ext 1 (LEFT) # But slice_info group_id says slot 6 → group 0 (LEFT), slot 12 → group 1 (RIGHT) slice_info = """ """ zf = _make_3mf_zip( { "filament_nozzle_map": ["0"] * 12, "physical_extruder_map": ["1", "0"], }, slice_info_xml=slice_info, ) result = extract_nozzle_mapping_from_3mf(zf) # group_id 0 → physical_extruder_map[0] = 1 (LEFT) # group_id 1 → physical_extruder_map[1] = 0 (RIGHT) assert result == {6: 1, 12: 0} zf.close() def test_fallback_to_filament_nozzle_map_without_group_id(self): """Should fall back to filament_nozzle_map when slice_info has no group_id.""" slice_info = """ """ zf = _make_3mf_zip( { "filament_nozzle_map": ["0", "1", "0"], "physical_extruder_map": ["0", "1"], }, slice_info_xml=slice_info, ) result = extract_nozzle_mapping_from_3mf(zf) assert result == {1: 0, 2: 1, 3: 0} zf.close() def test_fallback_to_filament_nozzle_map_without_slice_info(self): """Should fall back to filament_nozzle_map when no slice_info.config exists.""" zf = _make_3mf_zip( { "filament_nozzle_map": ["0", "1", "0"], "physical_extruder_map": ["0", "1"], } ) result = extract_nozzle_mapping_from_3mf(zf) assert result == {1: 0, 2: 1, 3: 0} zf.close() def test_single_nozzle_returns_none(self): """Single physical_extruder_map entry should return None (single-nozzle).""" zf = _make_3mf_zip( { "filament_nozzle_map": ["0", "0", "0"], "physical_extruder_map": ["0"], } ) result = extract_nozzle_mapping_from_3mf(zf) assert result is None zf.close() def test_missing_project_settings_returns_none(self): """Missing project_settings.config should return None.""" zf = _make_3mf_zip(None) result = extract_nozzle_mapping_from_3mf(zf) assert result is None zf.close() def test_missing_fields_returns_none(self): """Missing physical_extruder_map should return None.""" zf = _make_3mf_zip({"some_other_key": "value"}) result = extract_nozzle_mapping_from_3mf(zf) assert result is None zf.close() def test_physical_extruder_map_remapping(self): """Should apply physical_extruder_map to remap slicer extruder to MQTT extruder.""" # Slicer ext 0 -> MQTT ext 1, slicer ext 1 -> MQTT ext 0 zf = _make_3mf_zip( { "filament_nozzle_map": ["0", "1"], "physical_extruder_map": ["1", "0"], } ) result = extract_nozzle_mapping_from_3mf(zf) assert result == {1: 1, 2: 0} zf.close() def test_single_active_extruder_maps_all_slots(self): """When only one extruder has nozzles installed, all filaments map to it. H2C scenario: left extruder has no nozzles (Standard#0|High Flow#0), right extruder has one Standard nozzle (Standard#1). Print uses only the right extruder, so all filaments should map to physical extruder 0. """ slice_info = """ """ zf = _make_3mf_zip( { "physical_extruder_map": ["1", "0"], "extruder_nozzle_stats": ["Standard#0|High Flow#0", "Standard#1"], }, slice_info_xml=slice_info, ) result = extract_nozzle_mapping_from_3mf(zf) # Only extruder index 1 is active → physical_extruder_map[1] = 0 (RIGHT) assert result == {1: 0, 2: 0} zf.close() def test_two_active_extruders_falls_through(self): """When both extruders have nozzles, the single-active shortcut is skipped. Should fall through to the normal group_id-based mapping. """ slice_info = """ """ zf = _make_3mf_zip( { "physical_extruder_map": ["1", "0"], "extruder_nozzle_stats": ["Standard#1", "High Flow#1"], }, slice_info_xml=slice_info, ) result = extract_nozzle_mapping_from_3mf(zf) # Both active → normal group_id mapping: group 0 → phys 1, group 1 → phys 0 assert result == {1: 1, 2: 0} zf.close() def test_missing_extruder_nozzle_stats_falls_through(self): """When extruder_nozzle_stats is absent, the single-active shortcut is skipped. Should fall through to the normal group_id-based mapping. """ slice_info = """ """ zf = _make_3mf_zip( { "physical_extruder_map": ["1", "0"], }, slice_info_xml=slice_info, ) result = extract_nozzle_mapping_from_3mf(zf) # No extruder_nozzle_stats → normal group_id mapping assert result == {1: 1, 2: 0} zf.close() def test_single_active_extruder_no_slice_info_returns_none(self): """Single active extruder but no slice_info should return None.""" zf = _make_3mf_zip( { "physical_extruder_map": ["1", "0"], "extruder_nozzle_stats": ["Standard#0", "Standard#1"], }, ) result = extract_nozzle_mapping_from_3mf(zf) assert result is None zf.close() class TestNozzleAwareMapping: """Test nozzle-aware filament matching in the print scheduler.""" @pytest.fixture def scheduler(self): return PrintScheduler() def test_dual_nozzle_matching(self, scheduler): """Filaments assigned to different nozzles should match to correct AMS units.""" required = [ {"slot_id": 1, "type": "PLA", "color": "#FF0000", "nozzle_id": 0}, # Right nozzle {"slot_id": 2, "type": "PLA", "color": "#00FF00", "nozzle_id": 1}, # Left nozzle ] loaded = [ {"type": "PLA", "color": "#00FF00", "global_tray_id": 0, "extruder_id": 0}, # AMS0 on right {"type": "PLA", "color": "#FF0000", "global_tray_id": 4, "extruder_id": 1}, # AMS1 on left ] # Without nozzle filtering, slot 1 (red, right) would match tray 4 (red, left) by color. # With nozzle filtering, slot 1 (right nozzle) can only use tray 0 (right extruder), # and slot 2 (left nozzle) can only use tray 4 (left extruder). result = scheduler._match_filaments_to_slots(required, loaded) assert result == [0, 4] def test_nozzle_hard_filter_no_fallback(self, scheduler): """Hard filter: no fallback to wrong nozzle when target nozzle has no trays.""" required = [ {"slot_id": 1, "type": "PLA", "color": "#FF0000", "nozzle_id": 0}, # Right nozzle ] loaded = [ # Only a tray on the left nozzle, none on right {"type": "PLA", "color": "#FF0000", "global_tray_id": 4, "extruder_id": 1}, ] # No trays on extruder 0 — hard filter returns -1, no cross-nozzle fallback result = scheduler._match_filaments_to_slots(required, loaded) assert result == [-1] def test_no_nozzle_id_skips_filtering(self, scheduler): """When nozzle_id is None, no nozzle filtering should be applied.""" required = [ {"slot_id": 1, "type": "PLA", "color": "#FF0000"}, # No nozzle_id ] loaded = [ {"type": "PLA", "color": "#FF0000", "global_tray_id": 0, "extruder_id": 0}, {"type": "PLA", "color": "#FF0000", "global_tray_id": 4, "extruder_id": 1}, ] # Should match first available (tray 0) regardless of extruder result = scheduler._match_filaments_to_slots(required, loaded) assert result == [0] def test_extruder_id_in_loaded_filaments(self, scheduler): """_build_loaded_filaments should include extruder_id from ams_extruder_map.""" class MockStatus: raw_data = { "ams": [ {"id": 0, "tray": [{"id": 0, "tray_type": "PLA", "tray_color": "FF0000"}]}, {"id": 1, "tray": [{"id": 0, "tray_type": "PLA", "tray_color": "00FF00"}]}, ], "ams_extruder_map": {"0": 0, "1": 1}, } result = scheduler._build_loaded_filaments(MockStatus()) assert len(result) == 2 assert result[0]["extruder_id"] == 0 assert result[1]["extruder_id"] == 1 def test_extruder_id_none_without_map(self, scheduler): """extruder_id should be None when ams_extruder_map is absent.""" class MockStatus: raw_data = { "ams": [ {"id": 0, "tray": [{"id": 0, "tray_type": "PLA", "tray_color": "FF0000"}]}, ] } result = scheduler._build_loaded_filaments(MockStatus()) assert len(result) == 1 assert result[0]["extruder_id"] is None def test_external_spool_extruder_id(self, scheduler): """External spool 254 (Ext-L) should have extruder_id=1 (LEFT) when ams_extruder_map exists.""" class MockStatus: raw_data = { "vt_tray": [{"tray_type": "TPU", "tray_color": "0000FF"}], "ams_extruder_map": {"0": 0}, } result = scheduler._build_loaded_filaments(MockStatus()) assert len(result) == 1 # Default vt_tray id=254 → Ext-L → LEFT nozzle (extruder 1) assert result[0]["extruder_id"] == 1 assert result[0]["is_external"] is True def test_external_spool_no_extruder_map(self, scheduler): """External spool extruder_id should be None without ams_extruder_map.""" class MockStatus: raw_data = {"vt_tray": [{"tray_type": "TPU", "tray_color": "0000FF"}]} result = scheduler._build_loaded_filaments(MockStatus()) assert len(result) == 1 assert result[0]["extruder_id"] is None def test_dual_nozzle_with_tray_info_idx(self, scheduler): """Nozzle filtering should work together with tray_info_idx matching.""" required = [ {"slot_id": 1, "type": "PLA", "color": "#000000", "tray_info_idx": "GFA00", "nozzle_id": 0}, {"slot_id": 2, "type": "PLA", "color": "#000000", "tray_info_idx": "GFA01", "nozzle_id": 1}, ] loaded = [ {"type": "PLA", "color": "#000000", "global_tray_id": 0, "tray_info_idx": "GFA00", "extruder_id": 0}, {"type": "PLA", "color": "#000000", "global_tray_id": 4, "tray_info_idx": "GFA01", "extruder_id": 1}, ] result = scheduler._match_filaments_to_slots(required, loaded) assert result == [0, 4] # ============================================================================ # MODEL-SPECIFIC TESTS: Real data from actual printers # ============================================================================ def _h2d_raw_data(): """H2D real data fixture (from live API response 2026-02-18). Configuration: LEFT nozzle (extruder 1): AMS 0 (4-slot), AMS 2 (4-slot) RIGHT nozzle (extruder 0): AMS 1 (4-slot), AMS-HT 128 (1-slot, empty) External: 254 (Ext-L, LEFT), 255 (Ext-R, RIGHT, empty) ams_extruder_map: {"0": 1, "1": 0, "2": 1, "128": 0} """ return { "ams": [ { "id": 0, "tray": [ {"id": 0, "tray_type": "PETG", "tray_color": "FFFFFFFF", "tray_info_idx": "GFG02"}, {"id": 1, "tray_type": "PLA", "tray_color": "C8C8C8FF", "tray_info_idx": "GFA06"}, {"id": 2, "tray_type": "PETG", "tray_color": "875718FF", "tray_info_idx": "GFG02"}, {"id": 3, "tray_type": "PLA", "tray_color": "000000FF", "tray_info_idx": "GFA00"}, ], }, { "id": 1, "tray": [ {"id": 0, "tray_type": "PLA", "tray_color": "FFFFFFFF", "tray_info_idx": "GFA00"}, {"id": 1, "tray_type": "PETG", "tray_color": "000000FF", "tray_info_idx": "GFG02"}, {"id": 2, "tray_type": "PLA", "tray_color": "5F6367FF", "tray_info_idx": "GFA06"}, {"id": 3, "tray_type": "PLA", "tray_color": "B39B84FF", "tray_info_idx": "GFA02"}, ], }, { "id": 128, "tray": [{"id": 0}], # AMS-HT, empty }, { "id": 2, "tray": [ {"id": 0, "tray_type": "PLA-S", "tray_color": "FFFFFFFF", "tray_info_idx": "P8aa1726"}, {"id": 1, "tray_type": "PLA", "tray_color": "56B7E6FF", "tray_info_idx": "PFUS9924"}, {"id": 2, "tray_type": "PETG", "tray_color": "6EE53CFF", "tray_info_idx": "GFG02"}, {"id": 3, "tray_type": "PLA", "tray_color": "FF0000FF", "tray_info_idx": "PFUS9ac9"}, ], }, ], "vt_tray": [ {"id": 254, "tray_type": "PLA", "tray_color": "000000FF", "tray_info_idx": "P4d64437"}, {"id": 255, "tray_type": "", "tray_color": "00000000"}, # empty ], "ams_extruder_map": {"0": 1, "1": 0, "2": 1, "128": 0}, } def _x1c_raw_data(): """X1C real data fixture (from live API response 2026-02-18). Configuration: Single nozzle (extruder 0): AMS 0 (4-slot, all empty), AMS 1 (4-slot, 3 loaded) External: 254 (single, empty) ams_extruder_map: {"0": 0, "1": 0} ← NOT empty, all on extruder 0 """ return { "ams": [ { "id": 0, "tray": [ {"id": 0}, # empty {"id": 1}, # empty {"id": 2}, # empty {"id": 3}, # empty ], }, { "id": 1, "tray": [ {"id": 0}, # empty {"id": 1, "tray_type": "PLA", "tray_color": "EBCFA6FF", "tray_info_idx": "PFUS22b2"}, {"id": 2, "tray_type": "PLA", "tray_color": "FCECD6FF", "tray_info_idx": "P4d64437"}, {"id": 3, "tray_type": "PLA", "tray_color": "0066FFFF", "tray_info_idx": "P4d64437"}, ], }, ], "vt_tray": [ {"id": 254, "tray_type": "", "tray_color": "00000000"}, # empty ], "ams_extruder_map": {"0": 0, "1": 0}, } class TestH2DModel: """H2D-specific tests with real printer data (dual nozzle, AMS-HT).""" @pytest.fixture def scheduler(self): return PrintScheduler() def test_build_loaded_filaments_h2d(self, scheduler): """H2D: correct extruder_id, global_tray_id, AMS-HT handling.""" class MockStatus: raw_data = _h2d_raw_data() result = scheduler._build_loaded_filaments(MockStatus()) # Should have 13 loaded filaments (4 + 4 + 0 + 4 + 1 external) assert len(result) == 13 # AMS 0 trays → extruder 1 (LEFT) ams0 = [f for f in result if f["ams_id"] == 0] assert len(ams0) == 4 assert all(f["extruder_id"] == 1 for f in ams0) assert [f["global_tray_id"] for f in ams0] == [0, 1, 2, 3] # AMS 1 trays → extruder 0 (RIGHT) ams1 = [f for f in result if f["ams_id"] == 1] assert len(ams1) == 4 assert all(f["extruder_id"] == 0 for f in ams1) assert [f["global_tray_id"] for f in ams1] == [4, 5, 6, 7] # AMS-HT 128 → empty, should not appear ams_ht = [f for f in result if f["ams_id"] == 128] assert len(ams_ht) == 0 # AMS 2 trays → extruder 1 (LEFT) ams2 = [f for f in result if f["ams_id"] == 2] assert len(ams2) == 4 assert all(f["extruder_id"] == 1 for f in ams2) assert [f["global_tray_id"] for f in ams2] == [8, 9, 10, 11] def test_external_spool_extruder_h2d(self, scheduler): """H2D: Ext-L (254) = LEFT (extruder 1), Ext-R (255) = RIGHT (extruder 0).""" class MockStatus: raw_data = _h2d_raw_data() result = scheduler._build_loaded_filaments(MockStatus()) ext = [f for f in result if f["is_external"]] assert len(ext) == 1 # Only 254 has filament assert ext[0]["global_tray_id"] == 254 # Ext-L (254) should be LEFT nozzle (extruder 1) assert ext[0]["extruder_id"] == 1 def test_match_left_nozzle_only(self, scheduler): """H2D: left-nozzle requirement only matches left-nozzle AMS.""" class MockStatus: raw_data = _h2d_raw_data() loaded = scheduler._build_loaded_filaments(MockStatus()) required = [ {"slot_id": 1, "type": "PLA", "color": "#000000", "nozzle_id": 1}, # LEFT ] result = scheduler._match_filaments_to_slots(required, loaded) # Black PLA on LEFT: AMS 0 T4 (global 3) assert result == [3] def test_match_right_nozzle_only(self, scheduler): """H2D: right-nozzle requirement only matches right-nozzle AMS.""" class MockStatus: raw_data = _h2d_raw_data() loaded = scheduler._build_loaded_filaments(MockStatus()) required = [ {"slot_id": 1, "type": "PLA", "color": "#FFFFFF", "nozzle_id": 0}, # RIGHT ] result = scheduler._match_filaments_to_slots(required, loaded) # White PLA on RIGHT: AMS 1 T1 (global 4) assert result == [4] def test_reject_cross_nozzle(self, scheduler): """H2D: hard filter rejects cross-nozzle assignment.""" class MockStatus: raw_data = _h2d_raw_data() loaded = scheduler._build_loaded_filaments(MockStatus()) # PLA-S only exists on AMS 2 T1 (LEFT), require on RIGHT required = [ {"slot_id": 1, "type": "PLA-S", "color": "#FFFFFF", "nozzle_id": 0}, ] result = scheduler._match_filaments_to_slots(required, loaded) assert result == [-1] # No fallback to wrong nozzle def test_dual_nozzle_multi_filament(self, scheduler): """H2D: multi-filament print maps to correct nozzles.""" class MockStatus: raw_data = _h2d_raw_data() loaded = scheduler._build_loaded_filaments(MockStatus()) required = [ {"slot_id": 1, "type": "PETG", "color": "#FFFFFF", "nozzle_id": 1, "tray_info_idx": "GFG02"}, {"slot_id": 2, "type": "PLA", "color": "#FFFFFF", "nozzle_id": 0, "tray_info_idx": "GFA00"}, ] result = scheduler._match_filaments_to_slots(required, loaded) # PETG white on LEFT: AMS 0 T1 (global 0) # PLA white on RIGHT: AMS 1 T1 (global 4) assert result == [0, 4] def test_external_spool_matches_on_correct_nozzle(self, scheduler): """H2D: external spool on left nozzle matches left-nozzle requirement.""" class MockStatus: raw_data = _h2d_raw_data() loaded = scheduler._build_loaded_filaments(MockStatus()) required = [ {"slot_id": 1, "type": "PLA", "color": "#000000", "nozzle_id": 1, "tray_info_idx": "P4d64437"}, ] result = scheduler._match_filaments_to_slots(required, loaded) assert result == [254] # External spool on left nozzle class TestX1CModel: """X1C-specific tests with real printer data (single nozzle, 2x regular AMS).""" @pytest.fixture def scheduler(self): return PrintScheduler() def test_build_loaded_filaments_x1c(self, scheduler): """X1C: all filaments on extruder 0, correct global_tray_id.""" class MockStatus: raw_data = _x1c_raw_data() result = scheduler._build_loaded_filaments(MockStatus()) # Only 3 loaded (AMS 1 trays 1-3) assert len(result) == 3 # All on extruder 0 assert all(f["extruder_id"] == 0 for f in result) # Correct global tray IDs assert [f["global_tray_id"] for f in result] == [5, 6, 7] def test_single_nozzle_no_filtering(self, scheduler): """X1C: single-nozzle 3MF has no nozzle_id, all trays available.""" class MockStatus: raw_data = _x1c_raw_data() loaded = scheduler._build_loaded_filaments(MockStatus()) required = [ {"slot_id": 1, "type": "PLA", "color": "#0066FF"}, # No nozzle_id ] result = scheduler._match_filaments_to_slots(required, loaded) # Blue PLA → AMS 1 T4 (global 7) assert result == [7] def test_tray_info_idx_matching_x1c(self, scheduler): """X1C: tray_info_idx matching works across AMS units.""" class MockStatus: raw_data = _x1c_raw_data() loaded = scheduler._build_loaded_filaments(MockStatus()) required = [ {"slot_id": 1, "type": "PLA", "color": "#EBCFA6", "tray_info_idx": "PFUS22b2"}, ] result = scheduler._match_filaments_to_slots(required, loaded) # Unique tray_info_idx → AMS 1 T2 (global 5) assert result == [5] def test_non_unique_tray_info_idx_color_match_x1c(self, scheduler): """X1C: non-unique tray_info_idx falls back to color matching.""" class MockStatus: raw_data = _x1c_raw_data() loaded = scheduler._build_loaded_filaments(MockStatus()) # P4d64437 appears in AMS 1 T3 and T4 required = [ {"slot_id": 1, "type": "PLA", "color": "#FCECD6", "tray_info_idx": "P4d64437"}, ] result = scheduler._match_filaments_to_slots(required, loaded) # Should pick AMS 1 T3 (global 6, color FCECD6) over T4 (0066FF) assert result == [6] def test_multi_filament_x1c(self, scheduler): """X1C: multi-filament print matches freely across AMS units.""" class MockStatus: raw_data = _x1c_raw_data() loaded = scheduler._build_loaded_filaments(MockStatus()) required = [ {"slot_id": 1, "type": "PLA", "color": "#EBCFA6"}, {"slot_id": 2, "type": "PLA", "color": "#0066FF"}, ] result = scheduler._match_filaments_to_slots(required, loaded) assert result == [5, 7]