SQL data exploration
This commit is contained in:
Pawel Sarkowicz
847
sql/01_data_exploration.sql
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847
sql/01_data_exploration.sql
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/*
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* TB2 Data exploration
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*
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* We will set out to the understand the database structure,
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* and to understand how this data actually produces climbs on a Tension Board.
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*
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*
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* This data was downloaded via boardlib (https://github.com/lemeryfertitta/BoardLib) on 2026-03-14.
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* It is clear from the `kits` table that it was updated on 2026-01-22 (well, most of it).
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*/
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--------------------------------------------------------------------------------
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/*
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* Understanding the board
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*
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* Goal:
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* 1. Shallow dive into the database structure
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* 2. Identify tha main tables
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* 3. Understand how the tension board data works, and how frames are mapped to board
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*/
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SELECT 'android_metadata' AS table_name, COUNT(*) AS rows FROM android_metadata
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UNION ALL SELECT 'ascents', COUNT(*) FROM ascents
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UNION ALL SELECT 'attempts', COUNT(*) FROM attempts
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UNION ALL SELECT 'beta_links', COUNT(*) FROM beta_links
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UNION ALL SELECT 'bids', COUNT(*) FROM bids
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UNION ALL SELECT 'circuits', COUNT(*) FROM circuits
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UNION ALL SELECT 'circuits_climbs', COUNT(*) FROM circuits_climbs
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UNION ALL SELECT 'climb_cache_fields', COUNT(*) FROM climb_cache_fields
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UNION ALL SELECT 'climb_random_positions', COUNT(*) FROM climb_random_positions
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UNION ALL SELECT 'climb_stats', COUNT(*) FROM climb_stats
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UNION ALL SELECT 'climbs', COUNT(*) FROM climbs
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UNION ALL SELECT 'difficulty_grades', COUNT(*) FROM difficulty_grades
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UNION ALL SELECT 'holes', COUNT(*) FROM holes
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UNION ALL SELECT 'kits', COUNT(*) FROM kits
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UNION ALL SELECT 'layouts', COUNT(*) FROM layouts
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UNION ALL SELECT 'leds', COUNT(*) FROM leds
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UNION ALL SELECT 'placement_roles', COUNT(*) FROM placement_roles
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UNION ALL SELECT 'placements', COUNT(*) FROM placements
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UNION ALL SELECT 'product_sizes', COUNT(*) FROM product_sizes
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UNION ALL SELECT 'product_sizes_layouts_sets', COUNT(*) FROM product_sizes_layouts_sets
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UNION ALL SELECT 'products', COUNT(*) FROM products
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UNION ALL SELECT 'products_angles', COUNT(*) FROM products_angles
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UNION ALL SELECT 'sets', COUNT(*) FROM sets
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UNION ALL SELECT 'shared_syncs', COUNT(*) FROM shared_syncs
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UNION ALL SELECT 'tags', COUNT(*) FROM tags
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UNION ALL SELECT 'user_permissions', COUNT(*) FROM user_permissions
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UNION ALL SELECT 'user_syncs', COUNT(*) FROM user_syncs
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UNION ALL SELECT 'users', COUNT(*) FROM users
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UNION ALL SELECT 'walls', COUNT(*) FROM walls
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UNION ALL SELECT 'walls_sets', COUNT(*) FROM walls_sets
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ORDER BY rows DESC;
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/*
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table_name |rows |
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--------------------------+------+
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climb_stats |147046|
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climbs |128762|
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climb_cache_fields | 90670|
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beta_links | 9500|
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leds | 3388|
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placements | 1299|
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holes | 967|
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difficulty_grades | 39|
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attempts | 38|
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product_sizes_layouts_sets| 36|
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kits | 25|
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products_angles | 25|
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shared_syncs | 15|
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product_sizes | 9|
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placement_roles | 8|
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sets | 6|
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layouts | 3|
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products | 2|
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android_metadata | 1|
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ascents | 0|
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bids | 0|
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circuits | 0|
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circuits_climbs | 0|
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climb_random_positions | 0|
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tags | 0|
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user_permissions | 0|
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user_syncs | 0|
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users | 0|
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walls | 0|
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walls_sets | 0|
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*/
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/*
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* It is clear that climb_stats (147k), climbs (128k), and climb_cache_fields (90k) are the most important.
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* beta_links just includes instagram links showing beta.
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*
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* Some Obesrvations:
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* - climb_stats has more entries than climbs -- potentially multiple entries per climb? Maybe same climb at different angles?
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* - placements/holes are likely reference tables for the physical board --hole positions, holds, etc.
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* - placement roles might be start/finish/middle/foot hold, etc. Or hold type?
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* - plenty of empty tables. Some should correspond to a specific user if you download the DB using broadlib with the -u flag. I couldn't get it working though.
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*
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* Let's start by looking at some sample data.
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*/
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--------------------------------------------------------
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/*
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* CLIMBS
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*/
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SELECT * FROM climbs;
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/*
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uuid |layout_id|setter_id|setter_username|name |description |hsm|edge_left|edge_right|edge_bottom|edge_top|angle|frames_count|frames_pace|frames |is_draft|is_listed|created_at |is_nomatch|
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--------------------------------+---------+---------+---------------+--------------+------------+---+---------+----------+-----------+--------+-----+------------+-----------+-----------------------------------------+--------+---------+--------------------------+----------+
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00163801596af1064d549ad75b684539| 9| 33802|vinsewah |Duroxmanie 2.0|No matching | 3| 8| 88| 32| 128| | 1| 0|p3r4p29r2p59r1p65r2p75r3p89r2p157r4p158r4| 0| 1|2021-02-16 09:13:28.000000| 1|
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001945feb7509ce231c9d8b237082a39| 9| 30521|ssssss |1 am | | 3| 24| 72| 56| 128| | 1| 0|p18r1p22r1p57r2p70r2p149r3p161r4p162r4 | 0| 1|2021-02-13 01:53:03.000000| 0|
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002078ce5b07166d80e87d2cafc94dab| 9| 61740|rockindude |test69 |No matching.| 7| 24| 64| 64| 152| | 1| 0|p16r2p49r1p70r2p83r3p127r2p140r2p191r1 | 0| 1|2021-12-22 03:41:04.000000| 1|
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0027cc6eea485099809f5336a0452564| 9| 56399|memphisben |Pre Game |No matching.| 1| 8| 40| 40| 128| | 1| 0|p22r1p49r1p74r3p76r4p78r2p80r2 | 0| 1|2021-02-13 01:52:54.000000| 1|
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002e2db25b124ff5719afdb2c6732b2c| 9| 33924|jfisch040 |Yoooooooooo | | 9| 16| 48| 4| 152| | 1| 0|p1r3p14r2p67r1p73r2p80r2p279r4 | 0| 1|2021-02-13 01:52:57.000000| 0|
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* The frams column is what actually determines the holds on the climb, and what role they are.
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* There are some climb characteristics (name, desceription, whether or not matching is allowed, setter info, edges, whether it is listed).
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* The UUID is how we link the specifc climb to the other tables.
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* What is hsm?
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*/
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SELECT * FROM climb_cache_fields;
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/*
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climb_uuid |ascensionist_count|display_difficulty|quality_average|
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--------------------------------+------------------+------------------+---------------+
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0004edf6aeac9618d96a3b949cd9a724| 2| 24.0| 3.0|
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00072fbd8c22711ef3532a5017c1a5c2| 4| 19.25| 3.0|
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00178ae931e482c3e6337d86d761936b| 1| 27.0| 3.0|
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0020974d7ee7f1b6d78b44a70f3fa27b| 1| 24.0| 3.0|
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0024b68ebc5cbbcfbe653ec4ed224271| 1| 23.0| 3.0|
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*
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* climb_uuid, ascentionist_count, display difficulty, and quality_average.
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*/
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SELECT * FROM climb_stats;
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/*
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climb_uuid |angle|display_difficulty|benchmark_difficulty|ascensionist_count|difficulty_average|quality_average|fa_username |fa_at |
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--------------------------------+-----+------------------+--------------------+------------------+------------------+---------------+--------------------+-------------------+
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0004edf6aeac9618d96a3b949cd9a724| 40| 24.0| | 2| 24.0| 3.0|david.p.kunz |2020-03-23 23:52:37|
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00072fbd8c22711ef3532a5017c1a5c2| 25| 19.25| | 4| 19.25| 3.0|free.and.independent|2019-10-05 01:55:14|
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0008d8af4649234054bea434aaeabaab| 45| 20.0| | 2| 20.0| 2.0|judemandudeman |2018-01-30 03:18:13|
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000eb831d3a1e92ea8fdec2518fd77d3| 20| 18.0| | 1| 18.0| 3.0|dasruch17 |2019-03-15 15:46:06|
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000eb831d3a1e92ea8fdec2518fd77d3| 40| 23.0| | 1| 23.0| 3.0|hunter.tension |2021-06-27 22:41:10|
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*
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* So per UUID, we have a lot of the same info as climb_cache_fields.
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* We also have angle and first ascent information
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*
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*
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*
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* Why are there more climb_stats than climbs?
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* Let's see if it is due to multiple angles per climb.
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*/
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SELECT
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cs.climb_uuid,
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COUNT(*) AS angle_count
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FROM climb_stats cs
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GROUP BY cs.climb_uuid
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ORDER BY angle_count DESC;
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/*
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climb_uuid |angle_count|
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--------------------------------+-----------+
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0227943857CA4D55849E8D351775B10A| 14|
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18E0834CBBB64952AE12BB7DD7F56E28| 14|
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197A52F20F424C3DB935993E2385758D| 14|
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2048D3DB80DD443BA4BB37F263984929| 14|
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2A740F4239AD4D498F65780626D7CECA| 14|
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*
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*
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* Yep, some UUIDs correspond to multiple angles.
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*
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* How many climbs are there if we don't take angle into account?
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*
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*/
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SELECT COUNT(DISTINCT climb_uuid) FROM climb_stats;
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/*
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*
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COUNT(DISTINCT climb_uuid)|
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--------------------------+
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90494|
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* So 90k climbs in total.
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*
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* Let's take a look at difficulty_grades.
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*/
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SELECT * FROM difficulty_grades;
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/*
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difficulty|boulder_name|route_name|is_listed|
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----------+------------+----------+---------+
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1|1a/V0 |2b/5.1 | 0|
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2|1b/V0 |2c/5.2 | 0|
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3|1c/V0 |3a/5.3 | 0|
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4|2a/V0 |3b/5.3 | 0|
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5|2b/V0 |3c/5.4 | 0|
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6|2c/V0 |4a/5.5 | 0|
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7|3a/V0 |4b/5.6 | 0|
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8|3b/V0 |4c/5.7 | 0|
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9|3c/V0 |5a/5.8 | 0|
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10|4a/V0 |5b/5.9 | 1|
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11|4b/V0 |5c/5.10a | 1|
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12|4c/V0 |6a/5.10b | 1|
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13|5a/V1 |6a+/5.10c | 1|
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14|5b/V1 |6b/5.10d | 1|
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15|5c/V2 |6b+/5.11a | 1|
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16|6a/V3 |6c/5.11b | 1|
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17|6a+/V3 |6c+/5.11c | 1|
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18|6b/V4 |7a/5.11d | 1|
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19|6b+/V4 |7a+/5.12a | 1|
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20|6c/V5 |7b/5.12b | 1|
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21|6c+/V5 |7b+/5.12c | 1|
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22|7a/V6 |7c/5.12d | 1|
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23|7a+/V7 |7c+/5.13a | 1|
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24|7b/V8 |8a/5.13b | 1|
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25|7b+/V8 |8a+/5.13c | 1|
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26|7c/V9 |8b/5.13d | 1|
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27|7c+/V10 |8b+/5.14a | 1|
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28|8a/V11 |8c/5.14b | 1|
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29|8a+/V12 |8c+/5.14c | 1|
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30|8b/V13 |9a/5.14d | 1|
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31|8b+/V14 |9a+/5.15a | 1|
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32|8c/V15 |9b/5.15b | 1|
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33|8c+/V16 |9b+/5.15c | 1|
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34|9a/V17 |9c/5.15d | 0|
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35|9a+/V18 |9c+/5.16a | 0|
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36|9b/V19 |10a/5.16b | 0|
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37|9b+/V20 |10a+/5.16c| 0|
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38|9c/V21 |10b/5.16d | 0|
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39|9c+/V22 |10b+/5.17a| 0|
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*
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* So this just tells us what the numeric value corresponds to in terms of a boulder grade or a route grade.
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*/
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--------------------------------------------------------
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/*
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* BOARDS, PLACEMENTS and HOLDS
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*/
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SELECT * FROM placements;
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/*
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id|layout_id|hole_id|set_id|default_placement_role_id|
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--+---------+-------+------+-------------------------+
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1| 9| 2| 8| 3|
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2| 9| 10| 8| 3|
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3| 9| 317| 8| 1|
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4| 9| 325| 8| 1|
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5| 9| 320| 8| 1|
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*
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* So we have specific layouts, hole_id, set_id, and default_palcement_role_id.
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* Let's examine each of these, starting with layout.
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*/
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SELECT * FROM layouts;
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/*
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id|product_id|name |instagram_caption|is_mirrored|is_listed|password|created_at |
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--+----------+----------------------+-----------------+-----------+---------+--------+--------------------------+
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10| 5|Tension Board 2 Mirror| | 1| 1| |2022-08-19 14:52:19.570731|
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11| 5|Tension Board 2 Spray | | 0| 1| |2022-10-26 03:42:45.736011|
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9| 4|Original Layout | | 1| 1| |2017-01-01 00:45:51.000000|
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*
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* So this tells us which specific board, along with whether or not it is mirrored.
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* So both TB1 and TB2 Mirror are, while TB2 Spray is not.
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*
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* There is a distinction between product_id. I imagine it is just TB1 vs TB2.
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*
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*/
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SELECT * FROM products;
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/*
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id|name |is_listed|password|min_count_in_frame|max_count_in_frame|
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--+---------------+---------+--------+------------------+------------------+
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4|Tension Board | 1| | 2| 35|
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5|Tension Board 2| 1| | 2| 35|
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*
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* Yep, product ID just tells us which board we're working with.
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*
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* May as well see product_sizes, produce_sizes_layouts_sets, and products_angles while we're at it.
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* Let's start with the latter, since it's self-explanatory.
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*/
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SELECT * FROM products_angles;
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/*
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product_id|angle|
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----------+-----+
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4| 20|
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4| 25|
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4| 30|
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4| 35|
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4| 40|
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4| 45|
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4| 50|
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5| 20|
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5| 25|
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5| 30|
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5| 35|
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5| 40|
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5| 45|
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5| 50|
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5| 55|
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4| 0|
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4| 5|
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4| 10|
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4| 15|
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5| 0|
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5| 5|
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5| 10|
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5| 15|
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5| 60|
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5| 65|
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*
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* Yep, just tells us the angles that the TB1 and TB2 can go.
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* Let's look at the sizes.
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*/
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SELECT * FROM product_sizes;
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/*
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||||||
|
id|product_id|edge_left|edge_right|edge_bottom|edge_top|name |description |image_filename |position|is_listed|
|
||||||
|
--+----------+---------+----------+-----------+--------+-----------------+---------------------------------+----------------------+--------+---------+
|
||||||
|
1| 4| 0| 96| 0| 156|Full Wall |Rows: KB1, KB2, 1-18¶Columns: A-K|product_sizes/1.png | 0| 1|
|
||||||
|
2| 4| 0| 96| 4| 156|Half Kickboard |Rows: KB2, 1-18¶Columns: A-K |product_sizes/2.png | 1| 1|
|
||||||
|
3| 4| 0| 96| 8| 156|No Kickboard |Rows: 1-18¶Columns: A-K |product_sizes/3-v2.png| 2| 1|
|
||||||
|
4| 4| 0| 96| 8| 132|Short |Rows: 1-15¶Columns: A-K |product_sizes/4-v2.png| 3| 1|
|
||||||
|
5| 4| 16| 80| 8| 132|Short & Narrow |Rows: 1-15¶Columns: B.5-I.5 |product_sizes/5-v3.png| 4| 1|
|
||||||
|
6| 5| -68| 68| 0| 144|12 high x 12 wide| |product_sizes/6.png | 1| 1|
|
||||||
|
7| 5| -68| 68| 0| 120|10 high x 12 wide| |product_sizes/7.png | 2| 1|
|
||||||
|
8| 5| -44| 44| 0| 144|12 high x 8 wide | |product_sizes/8.png | 3| 1|
|
||||||
|
9| 5| -44| 44| 0| 120|10 high x 8 wide | |product_sizes/9.png | 4| 1|
|
||||||
|
*
|
||||||
|
* This just gives us product_size_id, and some info.
|
||||||
|
* We'll be mainly interested in the TB2 Mirror 12x12, so we want product_size_id=6.
|
||||||
|
*/
|
||||||
|
|
||||||
|
SELECT * FROM product_sizes_layouts_sets;
|
||||||
|
/*
|
||||||
|
id|product_size_id|layout_id|set_id|image_filename |is_listed|
|
||||||
|
--+---------------+---------+------+------------------------------------------------+---------+
|
||||||
|
1| 1| 9| 8|product_sizes_layouts_sets/1.png | 1|
|
||||||
|
2| 1| 9| 9|product_sizes_layouts_sets/2.png | 1|
|
||||||
|
3| 1| 9| 10|product_sizes_layouts_sets/3.png | 1|
|
||||||
|
4| 1| 9| 11|product_sizes_layouts_sets/4.png | 1|
|
||||||
|
5| 2| 9| 8|product_sizes_layouts_sets/5.png | 1|
|
||||||
|
6| 2| 9| 9|product_sizes_layouts_sets/6.png | 1|
|
||||||
|
7| 2| 9| 10|product_sizes_layouts_sets/7.png | 1|
|
||||||
|
8| 2| 9| 11|product_sizes_layouts_sets/8.png | 1|
|
||||||
|
9| 3| 9| 8|product_sizes_layouts_sets/9.png | 1|
|
||||||
|
10| 3| 9| 9|product_sizes_layouts_sets/10.png | 1|
|
||||||
|
11| 3| 9| 10|product_sizes_layouts_sets/11.png | 1|
|
||||||
|
12| 3| 9| 11|product_sizes_layouts_sets/12.png | 1|
|
||||||
|
13| 4| 9| 8|product_sizes_layouts_sets/13.png | 1|
|
||||||
|
14| 4| 9| 9|product_sizes_layouts_sets/14.png | 1|
|
||||||
|
15| 4| 9| 10|product_sizes_layouts_sets/15.png | 1|
|
||||||
|
16| 4| 9| 11|product_sizes_layouts_sets/16.png | 1|
|
||||||
|
17| 5| 9| 8|product_sizes_layouts_sets/17.png | 1|
|
||||||
|
18| 5| 9| 9|product_sizes_layouts_sets/18.png | 1|
|
||||||
|
19| 5| 9| 10|product_sizes_layouts_sets/19.png | 1|
|
||||||
|
20| 5| 9| 11|product_sizes_layouts_sets/20.png | 1|
|
||||||
|
23| 7| 10| 12|product_sizes_layouts_sets/23.png | 1|
|
||||||
|
25| 8| 10| 12|product_sizes_layouts_sets/25.png | 1|
|
||||||
|
26| 8| 10| 13|product_sizes_layouts_sets/26.png | 1|
|
||||||
|
27| 9| 10| 12|product_sizes_layouts_sets/27.png | 1|
|
||||||
|
28| 9| 10| 13|product_sizes_layouts_sets/28.png | 1|
|
||||||
|
29| 6| 11| 12|product_sizes_layouts_sets/12x12-tb2-wood.png | 1|
|
||||||
|
30| 6| 11| 13|product_sizes_layouts_sets/12x12-tb2-plastic.png| 1|
|
||||||
|
31| 7| 11| 12|product_sizes_layouts_sets/12x10-tb2-wood.png | 1|
|
||||||
|
32| 7| 11| 13|product_sizes_layouts_sets/12x10-tb2-plastic.png| 1|
|
||||||
|
33| 8| 11| 12|product_sizes_layouts_sets/8x12-tb2-wood.png | 1|
|
||||||
|
34| 8| 11| 13|product_sizes_layouts_sets/8x12-tb2-plastic.png | 1|
|
||||||
|
35| 9| 11| 12|product_sizes_layouts_sets/8x10-tb2-wood.png | 1|
|
||||||
|
36| 9| 11| 13|product_sizes_layouts_sets/8x10-tb2-plastic.png | 1|
|
||||||
|
21| 6| 10| 12|product_sizes_layouts_sets/21-2.png | 1|
|
||||||
|
22| 6| 10| 13|product_sizes_layouts_sets/22-2.png | 1|
|
||||||
|
24| 7| 10| 13|product_sizes_layouts_sets/24-2.png | 1|
|
||||||
|
*
|
||||||
|
* These tell the product_size_id, which might be useful later.
|
||||||
|
* We'll mostly be interested in the TB2 12x12 Mirror, so thats product_id=6, layout_id=10.
|
||||||
|
* This tells us which images we'll want to look at for later. We'll make some heat maps, so 21-2.png and 22-2.png are out pictures.
|
||||||
|
* We'll combine them into one in GIMP and call it tb2_board_12x12_composite.png
|
||||||
|
*
|
||||||
|
* Back to understanding the placements. We'll look at holes next.
|
||||||
|
*/
|
||||||
|
|
||||||
|
|
||||||
|
SELECT * FROM holes;
|
||||||
|
/*
|
||||||
|
id|product_id|name|x |y |mirrored_hole_id|mirror_group|
|
||||||
|
--+----------+----+--+---+----------------+------------+
|
||||||
|
1| 4|A,18| 8|152| 11| 0|
|
||||||
|
2| 4|B,18|16|152| 10| 0|
|
||||||
|
3| 4|C,18|24|152| 9| 0|
|
||||||
|
4| 4|D,18|32|152| 8| 0|
|
||||||
|
5| 4|E,18|40|152| 7| 0|
|
||||||
|
*
|
||||||
|
* The coordinates must be the position on the board.
|
||||||
|
* These make sense with the product sizes above -- it is clear what the boundaries are (from the edge features).
|
||||||
|
*
|
||||||
|
* With the TB1 and TB2 Mirror, you can mirror climbs. So the mirror_hole_id must be where the associated mirror hole is.
|
||||||
|
* Not sure about the mirror_group.
|
||||||
|
*
|
||||||
|
* Let's look at sets next.
|
||||||
|
*/
|
||||||
|
|
||||||
|
SELECT * FROM sets;
|
||||||
|
/*
|
||||||
|
id|name |hsm|
|
||||||
|
--+--------+---+
|
||||||
|
8|Set A | 1|
|
||||||
|
9|Set B | 2|
|
||||||
|
10|Set C | 4|
|
||||||
|
11|Foot Set| 8|
|
||||||
|
12|Wood | 1|
|
||||||
|
13|Plastic | 2|
|
||||||
|
*
|
||||||
|
* So these tell us the corresponding set of the board.
|
||||||
|
* Any board will often use a combination: for example, the TB2 Mirror uses both wood and plastic.
|
||||||
|
* No idea what hsm means. Probably something to do with "hold set ____"
|
||||||
|
*
|
||||||
|
* Next let's understand this default_placement_id. We'll look at placement_roles.
|
||||||
|
*/
|
||||||
|
|
||||||
|
SELECT * FROM placement_roles;
|
||||||
|
/*
|
||||||
|
id|product_id|position|name |full_name|led_color|screen_color|
|
||||||
|
--+----------+--------+------+---------+---------+------------+
|
||||||
|
1| 4| 1|start |Start |00FF00 |00DD00 |
|
||||||
|
3| 4| 3|finish|Finish |FF0000 |FF0000 |
|
||||||
|
4| 4| 4|foot |Foot Only|FF00FF |FF00FF |
|
||||||
|
5| 5| 1|start |Start |00FF00 |00DD00 |
|
||||||
|
7| 5| 3|finish|Finish |FF0000 |FF0000 |
|
||||||
|
8| 5| 4|foot |Foot Only|FF00FF |FF00FF |
|
||||||
|
2| 4| 2|middle|Middle |0000FF |0066FF |
|
||||||
|
6| 5| 2|middle|Middle |0000FF |0066FF |
|
||||||
|
*
|
||||||
|
* These are indeed start/finish/middle/foot, but with 4 being for the TB1 and 4 being for the TB2.
|
||||||
|
* So r5 = start, r6 = middle, r7 = finish, r8 = foot only on TB2. Similarly with r1-r4 on TB1.
|
||||||
|
*
|
||||||
|
* Also tells us which colours are used by the board and the app.
|
||||||
|
*
|
||||||
|
* Lastly, let's look at the LEDs table since it is one of the bigger ones, and the LEDs relate to the placements/holes.
|
||||||
|
*/
|
||||||
|
|
||||||
|
SELECT * FROM leds;
|
||||||
|
/*
|
||||||
|
id|product_size_id|hole_id|position|
|
||||||
|
--+---------------+-------+--------+
|
||||||
|
1| 1| 379| 0|
|
||||||
|
2| 1| 389| 1|
|
||||||
|
3| 1| 378| 2|
|
||||||
|
4| 1| 388| 3|
|
||||||
|
5| 1| 377| 4|
|
||||||
|
*
|
||||||
|
* product_size_id tells us which size of board this led belongs to, and the hole_id tells us the corresponding hole.
|
||||||
|
*/
|
||||||
|
|
||||||
|
--------------------------
|
||||||
|
|
||||||
|
/*
|
||||||
|
* STRAGGLERS
|
||||||
|
*
|
||||||
|
* Let's take a look at some of the non-empty tables that are left over.
|
||||||
|
*
|
||||||
|
*/
|
||||||
|
|
||||||
|
SELECT * FROM beta_links;
|
||||||
|
|
||||||
|
/*
|
||||||
|
* yep, just instagram links of people doing the climb..'
|
||||||
|
*
|
||||||
|
* what about attemps?
|
||||||
|
*/
|
||||||
|
|
||||||
|
SELECT * FROM attempts;
|
||||||
|
/*
|
||||||
|
id|position|name |
|
||||||
|
--+--------+---------+
|
||||||
|
1| 1|Flash |
|
||||||
|
2| 2|2 tries |
|
||||||
|
3| 3|3 tries |
|
||||||
|
4| 4|4 tries |
|
||||||
|
5| 5|5 tries |
|
||||||
|
6| 6|6 tries |
|
||||||
|
7| 7|7 tries |
|
||||||
|
8| 8|8 tries |
|
||||||
|
9| 9|9 tries |
|
||||||
|
10| 10|10 tries |
|
||||||
|
11| 100|1 day |
|
||||||
|
12| 200|2 days |
|
||||||
|
13| 300|3 days |
|
||||||
|
14| 400|4 days |
|
||||||
|
15| 500|5 days |
|
||||||
|
16| 600|6 days |
|
||||||
|
17| 700|7 days |
|
||||||
|
18| 800|8 days |
|
||||||
|
19| 900|9 days |
|
||||||
|
20| 1000|10 days |
|
||||||
|
21| 10000|1 month |
|
||||||
|
22| 20000|2 months |
|
||||||
|
23| 30000|3 months |
|
||||||
|
24| 40000|4 months |
|
||||||
|
25| 50000|5 months |
|
||||||
|
26| 60000|6 months |
|
||||||
|
27| 70000|7 months |
|
||||||
|
28| 80000|8 months |
|
||||||
|
29| 90000|9 months |
|
||||||
|
30| 100000|10 months|
|
||||||
|
31| 110000|11 months|
|
||||||
|
32| 120000|12 months|
|
||||||
|
33| 1000000|1 year |
|
||||||
|
34| 2000000|2 years |
|
||||||
|
35| 3000000|3 years |
|
||||||
|
36| 4000000|4 years |
|
||||||
|
37| 5000000|5 years |
|
||||||
|
0| 0|Unknown |
|
||||||
|
*
|
||||||
|
* Not really sure what to make of this table.
|
||||||
|
*
|
||||||
|
* Let's do kits next.
|
||||||
|
*/
|
||||||
|
|
||||||
|
SELECT * FROM kits;
|
||||||
|
/*
|
||||||
|
serial_number|name |is_autoconnect|is_listed|created_at |updated_at |
|
||||||
|
-------------+--------------------------+--------------+---------+--------------------------+--------------------------+
|
||||||
|
84668 |TB2 Spray | 0| 1|2022-10-06 18:37:44.021720|2022-10-06 18:37:44.021720|
|
||||||
|
84669 |TB2 Mirror | 0| 1|2022-10-06 18:37:33.495216|2022-10-06 18:37:33.495216|
|
||||||
|
84670 |TB1 | 0| 1|2022-10-06 18:37:22.548024|2022-10-06 18:37:22.548024|
|
||||||
|
84685 |Tension Board | 1| 1|2023-09-26 01:41:54.577139|2023-09-26 01:41:54.577139|
|
||||||
|
81114 |Tension Board 20 degrees | 0| 1|2023-12-01 20:48:43.013655|2023-12-13 01:17:00.160708|
|
||||||
|
84771 |Tension Board 2 40 degrees| 0| 1|2023-12-01 20:48:22.110324|2023-12-13 01:16:36.884910|
|
||||||
|
84863 |Tension Board 1 | 0| 1|2024-04-05 18:15:05.684248|2024-04-05 18:15:05.684248|
|
||||||
|
84783 |Tension Board 2 | 0| 1|2024-04-05 18:15:20.260241|2024-04-05 18:15:20.260241|
|
||||||
|
81106 |Tension Board | 0| 1|2024-07-24 18:18:43.531949|2024-07-24 18:18:43.531949|
|
||||||
|
84818 |Tension Board 2 | 0| 1|2024-07-24 18:19:00.103068|2024-07-24 18:19:00.103068|
|
||||||
|
84562 |Tension Board 1 | 0| 1|2025-01-22 01:20:51.718259|2025-01-22 01:20:51.718259|
|
||||||
|
84911 |Tension Board 2 | 0| 1|2025-01-22 01:21:06.579570|2025-01-22 01:21:06.579570|
|
||||||
|
84776 |Tension Board 2 | 0| 1|2025-02-26 20:15:08.355773|2025-02-26 20:15:08.355773|
|
||||||
|
84439 |Tension Board 20 degrees | 0| 1|2023-12-01 20:49:00.365305|2025-04-17 03:00:37.331399|
|
||||||
|
81199 |Tension Board 1 | 0| 1|2025-05-12 23:08:24.829370|2025-05-12 23:08:24.829370|
|
||||||
|
841062 |Tension Board 2 | 0| 1|2025-05-12 23:08:41.275933|2025-05-12 23:08:41.275933|
|
||||||
|
84938 |Tension Board Mirror | 0| 1|2025-09-18 23:12:12.029864|2025-09-18 23:12:12.029864|
|
||||||
|
84937 |Tension Board Spray | 0| 1|2025-09-18 23:12:24.734650|2025-09-18 23:12:24.734650|
|
||||||
|
91396 |Tension Board Full | 0| 1|2025-09-22 03:51:35.982550|2025-09-22 03:51:35.982550|
|
||||||
|
841139 |Tension Board 2 | 0| 1|2025-09-22 03:51:52.379943|2025-09-22 03:51:52.379943|
|
||||||
|
841066 |Tension Board Mirror | 0| 1|2025-11-30 19:58:24.143556|2025-11-30 19:58:24.143556|
|
||||||
|
84983 |Tension Board Spray | 0| 1|2025-11-30 19:58:40.803397|2025-11-30 19:58:40.803397|
|
||||||
|
84870 |Tension Board 2 | 0| 1|2025-12-12 17:52:43.951207|2025-12-12 17:52:43.951207|
|
||||||
|
841240 |Tension Board Left | 0| 1|2026-01-22 20:08:37.220459|2026-01-22 20:08:37.220459|
|
||||||
|
91744 |Tension Board Right | 0| 1|2026-01-22 20:08:48.978201|2026-01-22 20:08:48.978201|
|
||||||
|
*
|
||||||
|
* Not sure what to make of this table either. I guess just products they have? Some are fixed, some are not, and some are parts of the full board?
|
||||||
|
*
|
||||||
|
* Shared syncs next.
|
||||||
|
*/
|
||||||
|
|
||||||
|
SELECT * FROM shared_syncs;
|
||||||
|
/*
|
||||||
|
table_name |last_synchronized_at |
|
||||||
|
--------------------------+--------------------------+
|
||||||
|
attempts |2024-06-22 23:43:48.952599|
|
||||||
|
products |2024-06-22 23:43:48.952599|
|
||||||
|
product_sizes |2024-06-22 23:43:48.952599|
|
||||||
|
holes |2024-06-22 23:43:48.952599|
|
||||||
|
leds |2024-06-22 23:43:48.952599|
|
||||||
|
sets |2024-06-22 23:43:48.952599|
|
||||||
|
products_angles |2024-06-22 23:43:48.952599|
|
||||||
|
placements |2024-06-22 23:43:48.952599|
|
||||||
|
product_sizes_layouts_sets|2024-06-25 18:11:42.775946|
|
||||||
|
layouts |2025-08-22 00:38:52.971578|
|
||||||
|
placement_roles |2025-08-23 05:22:16.042123|
|
||||||
|
climbs |2026-01-31 01:07:23.833934|
|
||||||
|
climb_stats |2026-01-31 01:22:10.306067|
|
||||||
|
beta_links |2026-01-09 02:29:20.891517|
|
||||||
|
kits |2026-01-22 20:08:48.978201|
|
||||||
|
*
|
||||||
|
* Possibly when each table in this DB was synced?
|
||||||
|
*/
|
||||||
|
|
||||||
|
SELECT fa_at FROM climb_stats ORDER BY fa_at DESC;
|
||||||
|
|
||||||
|
/*
|
||||||
|
fa_at |
|
||||||
|
-------------------+
|
||||||
|
2026-01-31 01:20:12|
|
||||||
|
2026-01-31 01:11:42|
|
||||||
|
2026-01-31 01:07:46|
|
||||||
|
*
|
||||||
|
* Yep, last logged first ascent agrees with this.
|
||||||
|
*
|
||||||
|
* This leaves android_meta.
|
||||||
|
*/
|
||||||
|
|
||||||
|
SELECT * FROM android_metadata;
|
||||||
|
/*
|
||||||
|
locale|
|
||||||
|
------+
|
||||||
|
en_US |
|
||||||
|
*
|
||||||
|
* Nothing of value here.
|
||||||
|
*/
|
||||||
|
|
||||||
|
-------------------------------------------------------
|
||||||
|
|
||||||
|
/*
|
||||||
|
* Trying to understand some more about the data.
|
||||||
|
*
|
||||||
|
* Let's start with udnerstanding more about layouts and placements.
|
||||||
|
*/
|
||||||
|
|
||||||
|
-- How many climbs per layout? What about stats?
|
||||||
|
SELECT
|
||||||
|
c.layout_id,
|
||||||
|
COUNT(DISTINCT c.uuid) AS climbs,
|
||||||
|
COUNT(cs.climb_uuid) AS stats_rows
|
||||||
|
FROM climbs c
|
||||||
|
LEFT JOIN climb_stats cs ON c.uuid = cs.climb_uuid
|
||||||
|
GROUP BY c.layout_id;
|
||||||
|
|
||||||
|
/*
|
||||||
|
layout_id|climbs|stats_rows|
|
||||||
|
---------+------+----------+
|
||||||
|
9| 68511| 76256|
|
||||||
|
10| 39396| 44986|
|
||||||
|
11| 20855| 25804|
|
||||||
|
*
|
||||||
|
* So 68k for the TB1, 39k for TB2 Mirror, and 20k for TB2 spray.
|
||||||
|
*/
|
||||||
|
|
||||||
|
-- How many placements per layout?
|
||||||
|
SELECT
|
||||||
|
layout_id,
|
||||||
|
COUNT(*) AS placement_count
|
||||||
|
FROM placements
|
||||||
|
GROUP BY layout_id;
|
||||||
|
/*
|
||||||
|
layout_id|placement_count|
|
||||||
|
---------+---------------+
|
||||||
|
9| 303|
|
||||||
|
10| 498|
|
||||||
|
11| 498|
|
||||||
|
*
|
||||||
|
* This makes sense. I know the TB2 Mirror 12x12 is supposed to have 498 holds.
|
||||||
|
*
|
||||||
|
* How do the sets relate to the layout?
|
||||||
|
*/
|
||||||
|
|
||||||
|
SELECT
|
||||||
|
l.id AS layout_id,
|
||||||
|
l.name AS layout_name,
|
||||||
|
p.set_id,
|
||||||
|
s.name AS set_name,
|
||||||
|
COUNT(p.id) AS placement_count
|
||||||
|
FROM layouts l
|
||||||
|
JOIN placements p ON l.id = p.layout_id
|
||||||
|
JOIN sets s ON p.set_id = s.id
|
||||||
|
GROUP BY l.id, l.name, p.set_id, s.name
|
||||||
|
ORDER BY l.id, p.set_id;
|
||||||
|
/*
|
||||||
|
layout_id|layout_name |set_id|set_name|placement_count|
|
||||||
|
---------+----------------------+------+--------+---------------+
|
||||||
|
9|Original Layout | 8|Set A | 82|
|
||||||
|
9|Original Layout | 9|Set B | 83|
|
||||||
|
9|Original Layout | 10|Set C | 84|
|
||||||
|
9|Original Layout | 11|Foot Set| 54|
|
||||||
|
10|Tension Board 2 Mirror| 12|Wood | 242|
|
||||||
|
10|Tension Board 2 Mirror| 13|Plastic | 256|
|
||||||
|
11|Tension Board 2 Spray | 12|Wood | 242|
|
||||||
|
11|Tension Board 2 Spray | 13|Plastic | 256|
|
||||||
|
*
|
||||||
|
* So this tells us which sets belong to which board.
|
||||||
|
* With the TB2 Mirror, all the wood (242) and plastic (256) add up to 498, as expected.
|
||||||
|
*/
|
||||||
|
|
||||||
|
-- Where do the placements go?
|
||||||
|
SELECT
|
||||||
|
p.id AS placement_id,
|
||||||
|
p.layout_id,
|
||||||
|
l.name AS layout_name,
|
||||||
|
p.hole_id,
|
||||||
|
h.name AS hole_name,
|
||||||
|
h.x,
|
||||||
|
h.y,
|
||||||
|
s.name AS set_name
|
||||||
|
FROM placements p
|
||||||
|
JOIN holes h ON p.hole_id = h.id
|
||||||
|
JOIN sets s ON p.set_id = s.id
|
||||||
|
JOIN layouts l ON p.layout_id = l.id
|
||||||
|
ORDER BY p.layout_id, p.id;
|
||||||
|
|
||||||
|
/*
|
||||||
|
placement_id|layout_id|layout_name |hole_id|hole_name|x |y |set_name|
|
||||||
|
------------+---------+---------------+-------+---------+--+---+--------+
|
||||||
|
1| 9|Original Layout| 2|B,18 |16|152|Set A |
|
||||||
|
2| 9|Original Layout| 10|J,18 |80|152|Set A |
|
||||||
|
3| 9|Original Layout| 317|B,3 |16| 32|Set A |
|
||||||
|
4| 9|Original Layout| 325|J,3 |80| 32|Set A |
|
||||||
|
5| 9|Original Layout| 320|E,3 |40| 32|Set A |
|
||||||
|
* Okay, so we can figure out from this table a) which board (sepcific layout) b) which hole c) the specific (x,y)-cordinate that the placement goes.
|
||||||
|
* Looking at the product_sizes table, we have our coordinate system (x,y). For the TB2, x ranges from -64 to 64 and y from 0 to 144.
|
||||||
|
* Note that there are a few inches on the left and right of the board, so this makes sense.
|
||||||
|
*/
|
||||||
|
|
||||||
|
-- How many LEDs total, and by product_size?
|
||||||
|
SELECT
|
||||||
|
ps.id AS product_size_id,
|
||||||
|
ps.name AS size_name,
|
||||||
|
p.name AS product_name,
|
||||||
|
COUNT(l.id) AS led_count
|
||||||
|
FROM leds l
|
||||||
|
JOIN product_sizes ps ON l.product_size_id = ps.id
|
||||||
|
JOIN products p ON ps.product_id = p.id
|
||||||
|
GROUP BY ps.id, ps.name, p.name
|
||||||
|
ORDER BY ps.id;
|
||||||
|
/*
|
||||||
|
* There seems to be a discrepency as there are 578 LEDs on the 12x12 TB2, but only 498 holds.
|
||||||
|
*
|
||||||
|
product_size_id|size_name |product_name |led_count|
|
||||||
|
---------------+-----------------+---------------+---------+
|
||||||
|
1|Full Wall |Tension Board | 389|
|
||||||
|
2|Half Kickboard |Tension Board | 379|
|
||||||
|
3|No Kickboard |Tension Board | 368|
|
||||||
|
4|Short |Tension Board | 305|
|
||||||
|
5|Short & Narrow |Tension Board | 217|
|
||||||
|
6|12 high x 12 wide|Tension Board 2| 578|
|
||||||
|
7|10 high x 12 wide|Tension Board 2| 479|
|
||||||
|
8|12 high x 8 wide |Tension Board 2| 368|
|
||||||
|
9|10 high x 8 wide |Tension Board 2| 305|
|
||||||
|
|
||||||
|
*
|
||||||
|
* Looking at the installation guide (https://artrock.at/wp-content/uploads/2026/03/MIRROR_2024_TensionBoard2_InstallGuide_1_22_26.pdf),
|
||||||
|
* the main grid (17 x 18 = 306) + the subgrid (16 x 17 = 272) adds up to 578.
|
||||||
|
*
|
||||||
|
* It seems as though we're not using all the holes.
|
||||||
|
*
|
||||||
|
*
|
||||||
|
* Let's dive deeper into the data to unravel this.
|
||||||
|
*
|
||||||
|
*/
|
||||||
|
|
||||||
|
-- Check if every hole has an LED
|
||||||
|
SELECT
|
||||||
|
COUNT(DISTINCT h.id) AS total_holes,
|
||||||
|
COUNT(DISTINCT l.hole_id) AS holes_with_leds,
|
||||||
|
COUNT(DISTINCT h.id) - COUNT(DISTINCT l.hole_id) AS holes_without_leds
|
||||||
|
FROM holes h
|
||||||
|
LEFT JOIN leds l ON h.id = l.hole_id;
|
||||||
|
/*
|
||||||
|
*
|
||||||
|
total_holes|holes_with_leds|holes_without_leds|
|
||||||
|
-----------+---------------+------------------+
|
||||||
|
967| 967| 0|
|
||||||
|
*/
|
||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
-- For TB2 (product_id=5), which holes are used by layouts vs LEDs?
|
||||||
|
-- First, what holes does layout 10 use?
|
||||||
|
SELECT COUNT(DISTINCT p.hole_id) AS holes_in_layout_10
|
||||||
|
FROM placements p
|
||||||
|
WHERE p.layout_id = 10;
|
||||||
|
/*
|
||||||
|
holes_in_layout_10|
|
||||||
|
------------------+
|
||||||
|
498|
|
||||||
|
*/
|
||||||
|
|
||||||
|
-- What's the hole range for each product?
|
||||||
|
SELECT
|
||||||
|
h.product_id,
|
||||||
|
MIN(h.id) AS min_hole_id,
|
||||||
|
MAX(h.id) AS max_hole_id,
|
||||||
|
COUNT(*) AS total_holes
|
||||||
|
FROM holes h
|
||||||
|
GROUP BY h.product_id;
|
||||||
|
|
||||||
|
/*
|
||||||
|
product_id|min_hole_id|max_hole_id|total_holes|
|
||||||
|
----------+-----------+-----------+-----------+
|
||||||
|
4| 1| 389| 389|
|
||||||
|
5| 390| 967| 578|
|
||||||
|
*/
|
||||||
|
|
||||||
|
|
||||||
|
-- Do LED positions overlap or are they sequential per size?
|
||||||
|
SELECT
|
||||||
|
product_size_id,
|
||||||
|
MIN(position) AS min_pos,
|
||||||
|
MAX(position) AS max_pos,
|
||||||
|
COUNT(*) AS led_count
|
||||||
|
FROM leds
|
||||||
|
GROUP BY product_size_id
|
||||||
|
ORDER BY product_size_id;
|
||||||
|
|
||||||
|
/*
|
||||||
|
product_size_id|min_pos|max_pos|led_count|
|
||||||
|
---------------+-------+-------+---------+
|
||||||
|
1| 0| 389| 389|
|
||||||
|
2| 0| 389| 379|
|
||||||
|
3| 22| 389| 368|
|
||||||
|
4| 0| 304| 305|
|
||||||
|
5| 0| 216| 217|
|
||||||
|
6| 0| 577| 578|
|
||||||
|
7| 0| 478| 479|
|
||||||
|
8| 0| 367| 368|
|
||||||
|
9| 0| 304| 305|
|
||||||
|
*/
|
||||||
|
|
||||||
|
-- Which holes in the TB2 range (390-967) are NOT used by layout 10?
|
||||||
|
SELECT *
|
||||||
|
FROM holes h
|
||||||
|
WHERE h.product_id = 5
|
||||||
|
AND h.id NOT IN (
|
||||||
|
SELECT DISTINCT p.hole_id
|
||||||
|
FROM placements p
|
||||||
|
WHERE p.layout_id = 10
|
||||||
|
);
|
||||||
|
|
||||||
|
/*
|
||||||
|
id |product_id|name |x |y |mirrored_hole_id|mirror_group|
|
||||||
|
---+----------+------+---+--+----------------+------------+
|
||||||
|
391| 5|-64,12|-64|12| 951| 0|
|
||||||
|
424| 5|-60,8 |-60| 8| 949| 0|
|
||||||
|
423| 5|-60,16|-60|16| 948| 0|
|
||||||
|
422| 5|-60,24|-60|24| 947| 0|
|
||||||
|
416| 5|-60,72|-60|72| 941| 0|
|
||||||
|
*/
|
||||||
|
|
||||||
|
|
||||||
|
---------------------------------------------------------------
|
||||||
|
/*
|
||||||
|
* So we understand HOW the board works pretty well now. Let's summarize.
|
||||||
|
* - There are about 128k climbs, across 3 layouts -- the TB1, TB2 (Mirror) and TB2 (Spray).
|
||||||
|
* - There are about 147k statistcs for climbs. This includes multiple angles for each climb.
|
||||||
|
* - Some key features are the frames, the angle, and the layout_id (the latter determins the board, the former the actual climb on the board)
|
||||||
|
* - Hold positions are decoded via mapping placements to (x,y) coordinates (from the holes tables)
|
||||||
|
* - There are four hold types: start, middle, finish, foot. 498 holds on the TB2.
|
||||||
|
* - There are different hold sets (e.g., Wood/Plastic on TB2).
|
||||||
|
* - LEDs just map on to holes, and light up depending on our frames. There are 80 unused LEDs on the TB2.
|
||||||
|
*/
|
||||||
|
|
||||||
|
|
||||||
|
|
||||||
|
|
||||||
Reference in New Issue
Block a user