2026-04-22 05:59:30,074 - tagging.tagger - INFO - Completed Room tagging
2026-04-22 05:59:30,077 - tagging.tagger - INFO - Tagged 11 5-color Background cards
2026-04-22 05:59:30,077 - tagging.tagger - INFO - Completed Background tagging
2026-04-22 05:59:30,078 - tagging.tagger - INFO - Tagged 4 wubrg Shrine cards
2026-04-22 05:59:30,078 - tagging.tagger - INFO - Completed Shrine tagging
2026-04-22 05:59:30,078 - tagging.tagger - INFO - Completed all "Enchantment" and "Enchantments Matter" tagging in 0.04s
2026-04-22 05:59:30,086 - tagging.tagger - INFO - Tagged 21 5-color Craft cards
2026-04-22 05:59:30,086 - tagging.tagger - INFO - Starting "Exile Matters" tagging for wubrg_cards.csv
2026-04-22 05:59:30,089 - tagging.tagger - INFO - Tagged 64 wubrg General Exile Matters cards
2026-04-22 05:59:30,089 - tagging.tagger - INFO - Completed general Exile Matters tagging
2026-04-22 05:59:30,092 - tagging.tagger - INFO - Tagged 0 5-color Cascade cards
2026-04-22 05:59:30,092 - tagging.tagger - INFO - Completed Cascade tagging
2026-04-22 05:59:30,093 - tagging.tagger - INFO - Tagged 1 wubrg Discover cards
2026-04-22 05:59:30,093 - tagging.tagger - INFO - Completed Discover tagging
2026-04-22 05:59:30,095 - tagging.tagger - INFO - Tagged 12 wubrg Foretell cards
2026-04-22 05:59:30,095 - tagging.tagger - INFO - Completed Foretell tagging
2026-04-22 05:59:30,097 - tagging.tagger - INFO - Tagged 1 wubrg Imprint cards
2026-04-22 05:59:30,097 - tagging.tagger - INFO - Completed Imprint tagging
2026-04-22 05:59:30,112 - tagging.tagger - INFO - Tagged 4 5-color impulse effects
2026-04-22 05:59:30,112 - tagging.tagger - INFO - Completed Impulse tagging
2026-04-22 05:59:30,114 - tagging.tagger - INFO - Tagged 4 wubrg Plot cards
2026-04-22 05:59:30,114 - tagging.tagger - INFO - Completed Plot tagging
2026-04-22 05:59:30,118 - tagging.tagger - INFO - Tagged 16 wubrg Suspend cards
2026-04-22 05:59:30,118 - tagging.tagger - INFO - Completed Suspend tagging
2026-04-22 05:59:30,120 - tagging.tagger - INFO - Tagged 8 wubrg Warp cards
2026-04-22 05:59:30,120 - tagging.tagger - INFO - Completed Warp tagging
2026-04-22 05:59:30,127 - tagging.tagger - INFO - Tagged 25 5-color Time Counters cards
2026-04-22 05:59:30,127 - tagging.tagger - INFO - Completed Time Counters tagging
2026-04-22 05:59:30,127 - tagging.tagger - INFO - Completed all "Exile Matters" tagging in 0.04s
2026-04-22 05:59:30,133 - tagging.tagger - INFO - Tagged 15 5-color bending effects
2026-04-22 05:59:30,151 - tagging.tagger - INFO - Tagged 32 5-color non-basic land types
2026-04-22 05:59:30,153 - tagging.tagger - INFO - Tagged 3 5-color web-slinging effects
2026-04-22 05:59:30,170 - tagging.tagger - INFO - Tagged 540 5-color token-related cards
2026-04-22 05:59:30,171 - tagging.tagger - INFO - Tagged 0 wubrg Rad counter cards
2026-04-22 05:59:30,171 - tagging.tagger - INFO - Starting "Life Matters" tagging for wubrg_cards.csv
2026-04-22 05:59:30,180 - tagging.tagger - INFO - Tagged 483 5-color Lifegain cards
2026-04-22 05:59:30,180 - tagging.tagger - INFO - Completed lifegain tagging
2026-04-22 05:59:30,184 - tagging.tagger - INFO - Tagged 239 wubrg Lifelink cards
2026-04-22 05:59:30,184 - tagging.tagger - INFO - Completed lifelink tagging
2026-04-22 05:59:30,187 - tagging.tagger - INFO - Tagged 6 wubrg Life loss cards
2026-04-22 05:59:30,187 - tagging.tagger - INFO - Completed life loss tagging
2026-04-22 05:59:30,189 - tagging.tagger - INFO - Tagged 28 wubrg Food cards
2026-04-22 05:59:30,189 - tagging.tagger - INFO - Completed food token tagging
2026-04-22 05:59:30,194 - tagging.tagger - INFO - Tagged 624 wubrg life-related kindred cards
2026-04-22 05:59:30,194 - tagging.tagger - INFO - Completed life kindred tagging
2026-04-22 05:59:30,195 - tagging.tagger - INFO - Completed all "Life Matters" tagging in 0.02s
2026-04-22 05:59:30,195 - tagging.tagger - INFO - Starting counter-related tagging for wubrg_cards.csv
2026-04-22 05:59:30,198 - tagging.tagger - INFO - Tagged 24 wubrg General counter cards
2026-04-22 05:59:30,198 - tagging.tagger - INFO - Completed general counter tagging
2026-04-22 05:59:30,208 - tagging.tagger - INFO - Tagged 488 wubrg +1/+1 counter cards
2026-04-22 05:59:30,209 - tagging.tagger - INFO - Completed +1/+1 counter tagging
2026-04-22 05:59:30,211 - tagging.tagger - INFO - Tagged 36 wubrg -1/-1 counter cards
2026-04-22 05:59:30,211 - tagging.tagger - INFO - Completed -1/-1 counter tagging
2026-04-22 05:59:30,446 - tagging.tagger - INFO - Tagged 242 5-color Special counter cards
2026-04-22 05:59:30,447 - tagging.tagger - INFO - Completed special counter tagging
2026-04-22 05:59:30,447 - tagging.tagger - INFO - Completed all counter-related tagging in 0.25s
2026-04-22 05:59:30,448 - tagging.tagger - INFO - Using M2 grant detection (TAG_PROTECTION_GRANTS=1)
2026-04-22 05:59:30,454 - tagging.tagger - INFO - Tagged 432 wubrg Voltron strategy cards
2026-04-22 05:59:30,499 - tagging.tagger - INFO - Tagged 136 5-color lands matter effects
2026-04-22 05:59:30,499 - tagging.tagger - INFO - Starting Spellslinger tagging for wubrg_cards.csv
2026-04-22 05:59:30,506 - tagging.tagger - INFO - Tagged 1138 wubrg general Spellslinger cards
2026-04-22 05:59:30,509 - tagging.tagger - INFO - Tagged 3 wubrg Storm cards
2026-04-22 05:59:30,510 - tagging.tagger - INFO - Tagged 3 wubrg Magecraft cards
2026-04-22 05:59:30,516 - tagging.tagger - INFO - Tagged 94 Cantrip cards
2026-04-22 05:59:30,519 - tagging.tagger - INFO - Tagged 10 spell copy cards
2026-04-22 05:59:30,522 - tagging.tagger - INFO - Tagged 5 wubrg Spree cards
2026-04-22 05:59:30,549 - tagging.tagger - INFO - Tagged 71 5-color ramp effects
2026-04-22 05:59:30,549 - tagging.tagger - INFO - Starting tagging for remaining themes in wubrg cards
2026-04-22 05:59:30,556 - tagging.tagger - INFO - Applied kindred protection tags to 4 cards (will be moved to metadata by partition)
2026-04-22 05:59:30,559 - tagging.tagger - INFO - Tagged 1399 wubrg Aggro strategy cards
2026-04-22 05:59:30,617 - tagging.tagger - INFO - Tagged 156 wubrg aristocrats effects
2026-04-22 05:59:30,630 - tagging.tagger - INFO - Tagged 1044 wubrg big mana effects
2026-04-22 05:59:30,766 - tagging.tagger - INFO - Applied protection scope tags to 153 cards (will be moved to metadata by partition)
2026-04-22 05:59:30,785 - tagging.tagger - INFO - Applied specific protection ability tags to 198 cards
2026-04-22 05:59:30,785 - tagging.tagger - INFO - Tagged 73 cards with protection effects
2026-04-22 05:59:30,785 - tagging.tagger - INFO - Completed protection tagging in 0.78s
2026-04-22 05:59:30,840 - tagging.tagger - INFO - Applied phasing scope tags to 30 cards (will be moved to metadata by partition)
2026-04-22 05:59:30,840 - tagging.tagger - INFO - Applied Removal tag to 9 cards with opponent-targeting phasing
2026-04-22 05:59:30,840 - tagging.tagger - INFO - Tagged 36 cards with phasing effects
2026-04-22 05:59:30,840 - tagging.tagger - INFO - Completed phasing tagging in 0.06s
2026-04-22 05:59:30,846 - tagging.tagger - INFO - Tagged 252 wubrg removal effects
2026-04-22 05:59:30,846 - tagging.tagger - INFO - Completed removal tagging in 0.01s
2026-04-22 05:59:30,846 - tagging.tagger - INFO - Completed all interaction tagging in 0.87s
2026-04-22 05:59:30,851 - tagging.tagger - INFO - Tagged 57 wubrg Midrange archetype cards
2026-04-22 05:59:30,855 - tagging.tagger - INFO - Tagged 72 wubrg Toolbox archetype cards
2026-04-22 05:59:30,860 - tagging.tagger - INFO - Tagged 4 wubrg Pillowfort cards
2026-04-22 05:59:30,864 - tagging.tagger - INFO - Tagged 44 wubrg Politics cards
2026-04-22 05:59:30,869 - tagging.bracket_policy_applier - INFO - Applied Bracket:GameChanger to 10 cards
2026-04-22 05:59:30,870 - tagging.bracket_policy_applier - INFO - Applied Bracket:ExtraTurn to 30 cards
2026-04-22 05:59:30,872 - tagging.bracket_policy_applier - INFO - Applied Bracket:MassLandDenial to 8 cards
2026-04-22 05:59:30,875 - tagging.bracket_policy_applier - INFO - Applied Bracket:TutorNonland to 61 cards
2026-04-22 05:59:30,879 - tagging.tagger - INFO - [U] ✓ Completed tagging for 4644 cards
2026-04-22 05:59:30,898 - tagging.tagger - INFO - ✓ [U] Completed (31/32, 96%)
2026-04-22 05:59:31,396 - tagging.tagger - INFO - Tagged 773 wubrg blink/flicker effects
2026-04-22 05:59:31,413 - tagging.tagger - INFO - Tagged 220 5-color burn effects
2026-04-22 05:59:31,416 - tagging.tagger - INFO - Tagged 41 wubrg clone effects
2026-04-22 05:59:31,421 - tagging.tagger - INFO - Tagged 225 wubrg control effects
2026-04-22 05:59:31,424 - tagging.tagger - INFO - Tagged 21 wubrg energy cards
2026-04-22 05:59:31,428 - tagging.tagger - INFO - Tagged 35 wubrg infect cards
2026-04-22 05:59:31,433 - tagging.tagger - INFO - Tagged 392 wubrg legendary/historic effects
2026-04-22 05:59:31,439 - tagging.tagger - INFO - Tagged 1752 wubrg low-power creatures
2026-04-22 05:59:31,447 - tagging.tagger - INFO - Tagged 417 wubrg mill effects
2026-04-22 05:59:31,451 - tagging.tagger - INFO - Tagged 10 wubrg monarch cards
2026-04-22 05:59:31,455 - tagging.tagger - INFO - Tagged 2 cards with multiple copies effects
2026-04-22 05:59:31,460 - tagging.tagger - INFO - Tagged 79 wubrg planeswalker effects
2026-04-22 05:59:31,466 - tagging.tagger - INFO - Tagged 197 wubrg reanimator effects
2026-04-22 05:59:31,479 - tagging.tagger - INFO - Tagged 464 wubrg stax effects
2026-04-22 05:59:31,483 - tagging.tagger - INFO - Tagged 11 wubrg theft effects
2026-04-22 05:59:31,522 - tagging.tagger - INFO - Tagged 943 wubrg toughness effects
2026-04-22 05:59:31,529 - tagging.tagger - INFO - Tagged 155 wubrg topdeck effects
2026-04-22 05:59:31,536 - tagging.tagger - INFO - Tagged 107 wubrg X spell effects
2026-04-22 05:59:31,536 - tagging.tagger - INFO - Completed theme tagging in 0.99s
2026-04-22 05:59:31,536 - tagging.tagger - INFO - Starting interaction effect tagging for wubrg_cards.csv
2026-04-22 05:59:31,542 - tagging.tagger - INFO - Tagged 22 wubrg counterspell effects
2026-04-22 05:59:31,542 - tagging.tagger - INFO - Completed counterspell tagging in 0.01s
2026-04-22 05:59:31,555 - tagging.tagger - INFO - Tagged 146 wubrg board wipe effects
2026-04-22 05:59:31,555 - tagging.tagger - INFO - Completed board wipe tagging for wubrg_cards.csv
2026-04-22 05:59:31,555 - tagging.tagger - INFO - Completed board wipe tagging in 0.01s
2026-04-22 05:59:31,563 - tagging.tagger - INFO - Tagged 224 wubrg combat trick effects
2026-04-22 05:59:31,563 - tagging.tagger - INFO - Completed combat trick tagging in 0.01s
2026-04-22 05:59:31,981 - tagging.tagger - INFO - Using M2 grant detection (TAG_PROTECTION_GRANTS=1)
2026-04-22 05:59:32,360 - tagging.tagger - INFO - Applied kindred protection tags to 10 cards (will be moved to metadata by partition)
2026-04-22 05:59:32,614 - tagging.tagger - INFO - Applied protection scope tags to 303 cards (will be moved to metadata by partition)
2026-04-22 05:59:32,646 - tagging.tagger - INFO - Applied specific protection ability tags to 388 cards
2026-04-22 05:59:32,646 - tagging.tagger - INFO - Tagged 207 cards with protection effects
2026-04-22 05:59:32,646 - tagging.tagger - INFO - Completed protection tagging in 1.08s
2026-04-22 05:59:32,697 - tagging.tagger - INFO - Applied phasing scope tags to 13 cards (will be moved to metadata by partition)
2026-04-22 05:59:32,697 - tagging.tagger - INFO - Applied Removal tag to 6 cards with opponent-targeting phasing
2026-04-22 05:59:32,697 - tagging.tagger - INFO - Tagged 13 cards with phasing effects
2026-04-22 05:59:32,697 - tagging.tagger - INFO - Completed phasing tagging in 0.05s
2026-04-22 05:59:32,703 - tagging.tagger - INFO - Tagged 429 wubrg removal effects
2026-04-22 05:59:32,703 - tagging.tagger - INFO - Completed removal tagging in 0.01s
2026-04-22 05:59:32,703 - tagging.tagger - INFO - Completed all interaction tagging in 1.17s
2026-04-22 05:59:32,708 - tagging.tagger - INFO - Tagged 113 wubrg Midrange archetype cards
2026-04-22 05:59:32,712 - tagging.tagger - INFO - Tagged 95 wubrg Toolbox archetype cards
2026-04-22 05:59:32,718 - tagging.tagger - INFO - Tagged 21 wubrg Pillowfort cards
2026-04-22 05:59:32,723 - tagging.tagger - INFO - Tagged 57 wubrg Politics cards
2026-04-22 05:59:32,728 - tagging.bracket_policy_applier - INFO - Applied Bracket:GameChanger to 7 cards
2026-04-22 05:59:32,729 - tagging.bracket_policy_applier - INFO - Applied Bracket:MassLandDenial to 14 cards
2026-04-22 05:59:32,732 - tagging.bracket_policy_applier - INFO - Applied Bracket:TutorNonland to 58 cards
2026-04-22 05:59:32,736 - tagging.tagger - INFO - [W] ✓ Completed tagging for 4748 cards
2026-04-22 05:59:32,762 - tagging.tagger - INFO - ✓ [W] Completed (32/32, 100%)
2026-04-22 05:59:32,793 - tagging.tagger - INFO - Merging tagged color groups...
2026-04-22 05:59:32,802 - tagging.parallel_utils - INFO - Merged 32 color groups into 31783 cards
2026-04-22 05:59:32,802 - tagging.tagger - INFO - ✓ Parallel tagging complete: 31783 cards tagged
2026-04-22 05:59:36,170 - tagging.tagger - INFO - dfc_merge_summary {"color": "wubrg", "event": "dfc_merge_summary", "faces_dropped": 761, "groups_merged": 761, "multi_face_rows": 1543}
2026-04-22 05:59:36,170 - tagging.tagger - INFO - Merged 761 multi-face card groups for wubrg (dropped 761 extra faces)
2026-04-22 05:59:36,278 - tagging.tagger - INFO - Commander enrichment temporarily disabled for Parquet migration
2026-04-22 05:59:36,278 - tagging.tagger - INFO - Alphabetically sorting theme tags in wubrg_cards.csv.
2026-04-22 05:59:36,297 - tagging.tagger - INFO - Theme tags alphabetically sorted in wubrg_cards.csv.
2026-04-22 05:59:38,266 - tagging.tagger - INFO - Metadata partition complete: 1947 metadata tags moved, 241039 theme tags kept across 31014 rows
2026-04-22 05:59:38,266 - tagging.tagger - INFO - Top metadata tags: Bracket:TutorNonland(393), Self: Protection(204), Self: Ward(191), Your Permanents: Indestructible(187), Self: Indestructible(123)
2026-04-22 05:59:38,266 - tagging.tagger - INFO - Metadata partition: 1947 metadata, 241039 theme tags
2026-04-22 05:59:38,383 - tagging.tagger - INFO - ✓ Wrote 31022 tagged cards to card_files/processed/all_cards.parquet
2026-04-22 05:59:38,414 - tagging.tagger - INFO - ✓ Wrote 2986 commanders to card_files/processed/commander_cards.parquet
2026-04-22 05:59:38,432 - tagging.tagger - INFO - ✓ Tagged cards in 22.20s (PARALLEL mode)
2026-04-22 05:59:38,433 - tagging.tagger - INFO - ✓ Wrote tagging completion flag to card_files/processed/.tagging_complete.json
2026-04-22 05:59:38,433 - tagging.tagger - INFO - ================================================================================
2026-04-22 05:59:38,433 - tagging.tagger - INFO - Starting theme stripping (THEME_MIN_CARDS=5)
2026-04-22 05:59:38,433 - tagging.tagger - INFO - ================================================================================
2026-04-22 05:59:38,436 - tagging.tagger - INFO - Analyzing 2 parquet files...
2026-04-22 05:59:39,950 - tagging.tagger - INFO - Found 1300 themes, 603 below threshold
2026-04-22 05:59:39,950 - tagging.tagger - INFO - Stripping themes from catalog YAML files...
2026-04-22 05:59:41,571 - tagging.tagger - INFO - ✓ Modified 0 catalog files, stripped 0 themes
2026-04-22 05:59:41,571 - tagging.tagger - INFO - Stripping themes from parquet files...
2026-04-22 05:59:43,287 - tagging.tagger - INFO - ✓ Removed 127 theme tag occurrences
2026-04-22 05:59:43,287 - tagging.tagger - INFO - Rebuilding theme_list.json from stripped parquet and catalog...
2026-04-22 05:59:48,727 - tagging.tagger - INFO - ✓ theme_list.json regenerated from stripped sources
2026-04-22 05:59:48,727 - tagging.tagger - INFO - Updating stripped_themes.yml log...
2026-04-22 05:59:48,870 - tagging.tagger - INFO - ✓ Log updated: /app/logs/stripped_themes.yml
2026-04-22 05:59:48,870 - tagging.tagger - INFO - ================================================================================
2026-04-22 05:59:48,871 - tagging.tagger - INFO - ✓ Theme stripping complete in 10.44s
2026-04-22 05:59:48,871 - tagging.tagger - INFO - Themes stripped: 603
2026-04-22 05:59:48,871 - tagging.tagger - INFO - Tags removed: 127
2026-04-22 05:59:48,871 - tagging.tagger - INFO - ================================================================================
2026-04-26 19:25:10,696 - deck_builder.partner_selection - INFO - partner_mode_selected
2026-04-26 19:25:11,667 - deck_builder.partner_selection - INFO - partner_mode_selected
2026-04-27 16:22:16,392 - deck_builder.builder - INFO - M4 COLOR_FILTER: Filtered 31022 cards to 12367 cards for identity ['B', 'W']
2026-04-27 16:22:16,399 - deck_builder.builder - INFO - M4 DEDUP: Removed 15 duplicate names
2026-04-27 16:22:16,399 - deck_builder.builder - INFO - M2 COLORLESS FILTER: Not activated - color_identity_key='B, W' (not 'Colorless')
2026-04-27 16:22:16,616 - deck_builder.builder - INFO -
[Smart Lands] Profile: mid | Speed: mid | Lands: 35 | Basics: 15
2026-04-27 16:22:16,617 - deck_builder.builder - INFO - Rationale: balanced (moderate fixing) — 2-color identity, commander CMC 3.0 (mid deck), 2218 double-pips, 213 triple-or-more-pips
2026-04-27 16:22:16,865 - deck_builder.builder - INFO - Added 25 creatures for primary theme 'Sacrifice Matters' (target 25).
2026-04-27 16:22:16,879 - deck_builder.builder - INFO -
Bracket Compliance:
2026-04-27 16:22:16,879 - deck_builder.builder - INFO - Overall: PASS
2026-04-27 16:22:16,879 - deck_builder.builder - INFO - Game Changers 0 / 3 [PASS]
2026-04-27 16:22:16,879 - deck_builder.builder - INFO - Mass Land Denial 0 / 0 [PASS]
2026-04-27 16:22:16,879 - deck_builder.builder - INFO - Extra Turns 0 / 3 [PASS]
2026-04-27 16:22:16,879 - deck_builder.builder - INFO - Nonland Tutors 0 / Unlimited [PASS]
2026-04-27 16:22:16,879 - deck_builder.builder - INFO - Two-Card Combos 0 / 0 [PASS]
2026-04-27 16:22:17,138 - deck_builder.builder - INFO -
Bracket Compliance:
2026-04-27 16:22:17,138 - deck_builder.builder - INFO - Overall: PASS
2026-04-27 16:22:17,138 - deck_builder.builder - INFO - Game Changers 0 / 3 [PASS]
2026-04-27 16:22:17,138 - deck_builder.builder - INFO - Mass Land Denial 0 / 0 [PASS]
2026-04-27 16:22:17,139 - deck_builder.builder - INFO - Extra Turns 0 / 3 [PASS]
2026-04-27 16:22:17,139 - deck_builder.builder - INFO - Nonland Tutors 0 / Unlimited [PASS]
2026-04-27 16:22:17,139 - deck_builder.builder - INFO - Two-Card Combos 0 / 0 [PASS]