4f708d410d
* test: golden-pin the four de-duplicated indicators across all C-ABI bindings Extend gen_golden to emit reference fixtures for AdOscillator (ADOSC), IntradayIntensity, AwesomeOscillatorHistogram and AverageDrawdown, and replay them through the Go / C# / Java / R golden harnesses so their corrected definitions stay bit-identical to the Rust core in every binding. Go suite verified locally (gcc 13 + cgo): all 9 golden tests pass; C#/Java/R use the same fixtures and harness pattern (CI-verified). First step of extending the golden coverage beyond the seven archetype representatives. * test: golden-pin the scalar-output tranche (308 indicators) against Rust Extend gen_golden with a generated emit_scalar that writes reference fixtures for every single-f64-output indicator (scalar / candle / pairwise input) using valid constructor params, and add a manifest-driven generic Python golden replay that reconstructs each by its native name and checks it bit-for-bit against the Rust output. 308 indicators now value-tied to the Rust core in Python (pytest: 308/308). Takes golden coverage from the 7 archetype representatives to 308+ of the catalogue. 22 scalar indicators with non-default constructor constraints are skipped by gen_golden for now (logged), as are non-f64-output ones; multi-output, exotic inputs and the per-indicator arg arities of the C-ABI/Node replays follow. Generated + verified locally with the full toolchain. * test: golden-pin the multi-output tranche (70 indicators) in Python Add a generated emit_multi to gen_golden (per-indicator Output-field access, one CSV column per field) and a manifest-driven generic Python replay that checks every field of each multi-output indicator against the Rust reference. 70 multi-output indicators now value-tied to Rust in Python; combined with the scalar tranche, 378 indicators are golden-pinned. 8 multi with non-default param constraints and 5 with non-f64 Output fields (Option/Vec/i64) are deferred. pytest green. * test(golden): add 30 constraint-tuned indicators to scalar/multi golden suite Emit golden fixtures for 22 scalar-output and 8 multi-output indicators whose constructors need non-default parameters (Alma, Jma, Psar, T3, Mama, DoubleBollinger, ZigZag, ...). All 408 fixtures replay bit-for-bit through the Python binding. * test(golden): cover 36 missed scalar/multi indicators Add 26 single-output (LinearRegression family, HT cycle, Candle volatility estimators, DrawdownDuration) and 10 multi-output (BollingerBands, MACD/MACDEXT/MACDFIX, Camarilla, VWAP bands, ...) indicators to the golden suite. 444 fixtures replay bit-for-bit through the Python binding. * test(golden): cover 50 exotic-input indicators Add deterministic synthetic feeders for the DerivativesTick (17), CrossSection (15), Trade (8), TradeQuote (3) and OrderBook (7) families, derived from the shared OHLCV input series in both gen_golden and a new Python replay harness (test_golden_exotic). All 494 fixtures replay bit-for-bit through the Python binding. * test(golden): complete 514-indicator golden coverage Add the final tranches: 3 mixed multi-output indicators (Ichimoku, WilliamsFractals, LeadLagCrossCorrelation), 6 histogram profiles (time/volume seasonality + TPO/volume price profiles), 10 alt-chart bar builders and the footprint. Every one of the 514 distinct indicators now has a Rust-generated g_<Canonical>.csv fixture and a generic Python replay (scalar/multi/exotic/profile/bars), all passing bit-for-bit. * test(golden): add generic Node replay for all 514 indicators A manifest-driven node:test harness reconstructs every indicator by its native class, feeds the same synthetic stream derived from the shared golden input, and checks output bit-for-bit against the Rust reference fixtures (scalar/multi/exotic/profile/bars). node_manifest.json is generated from index.d.ts plus the Python-side manifests. 514/514 pass. * test(golden): add generated Go replay for all 514 indicators golden_all_test.go (generated by gen_golden_test.py) reconstructs every Go indicator, feeds the shared synthetic stream and checks output bit-for-bit against the Rust reference fixtures. A reflection-based comparator flattens multi-output structs, profiles and bar slices so one path covers all archetypes. This is the first C-ABI binding verified across the full catalogue. 514/514 pass. * test(golden): add generated C# replay for all 514 indicators GoldenAllTests.g.cs (generated by gen_golden_test.py) reconstructs every C# indicator, feeds the shared synthetic stream and checks output bit-for-bit against the Rust reference fixtures via a reflection-based flatten covering scalar/multi/profile/bar archetypes. 514/514 pass. Also add the '#nullable enable' directive the compiler requires to the generated Indicators.g.cs, clearing the four CS8669 warnings on the nullable double[] profile return types. * fix(java): marshal C ABI bool params correctly; add 514 golden replay The Java FFM binding marshalled the cross-section state flags (newHigh, newLow, aboveMa, onBuySignal) as JAVA_DOUBLE arrays, but the C ABI takes them as const bool* (one byte each), so the native side read the low byte of each 8-byte double and saw every flag as false. Add WickraNative. boolSegment and use it across the 15 cross-section indicators. Also pass the MacdExt MaType arguments as byte to match the uint8_t downcall descriptor (was int, throwing WrongMethodTypeException). Add GoldenAllTest.java (generated by gen_golden_test.py): a reflection runner replaying all 514 indicators against the Rust reference fixtures. The bugs above were found by this test; 514/514 now pass. * fix(r): marshal C ABI bool flags correctly; add 514 golden replay The R wrapper passed the cross-section state flags as (bool *)REAL(x), reinterpreting the 8-byte doubles as 1-byte bools so the native side read every flag as false. Add wk_bool_vec to convert each flag vector into a real C bool buffer and use it for all 15 cross-section update wrappers. Add test-golden-all.R + generated golden_specs.R: a reflective runner replaying all 514 indicators against the Rust reference fixtures. The bug above was found by this test; verified 514/514 pass locally. * test(golden): add WASM replay for all 514 indicators A manifest-driven node:test harness loads the nodejs-target wasm-pack build, reconstructs every indicator by its JS class, feeds the shared synthetic stream and checks output bit-for-bit against the Rust reference fixtures. wasm_manifest.json is generated from the wasm .d.ts plus the shared manifests; a recursive flattener covers scalar, multi (Reflect objects), profile and bar shapes. 514/514 pass locally (wasm-pack build --target nodejs, then node --test). * test(golden): add C and C++ replay for all 514 indicators golden_test.c (generated by gen_golden_test.py) drives every indicator through the C ABI (wickra.h) and checks output bit-for-bit against the Rust reference fixtures. golden_test.cpp #includes the same source so the identical runner is compiled and run under both gcc (C) and g++ (C++) via the CMake targets golden_test / golden_test_cpp — proving the extern "C" header is consumable from each language. Both 514/514 (verified via ctest). * test(golden): gofmt the generated Go golden replay * test(golden): make the Node fixture reader CRLF-safe and pin fixtures to LF
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| 1 | mm8_8 | mm7_8 | mm6_8 | mm5_8 | mm4_8 | mm3_8 | mm2_8 | mm1_8 | mm0_8 |
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| 2 | nan | nan | nan | nan | nan | nan | nan | nan | nan |
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| 15 | 115.1642566915892 | 112.95449980529774 | 110.74474291900628 | 108.53498603271483 | 106.32522914642337 | 104.11547226013192 | 101.90571537384047 | 99.695958487549 | 97.48620160125755 |
| 16 | 115.1642566915892 | 112.8121121622524 | 110.4599676329156 | 108.10782310357882 | 105.75567857424203 | 103.40353404490523 | 101.05138951556845 | 98.69924498623165 | 96.34710045689485 |
| 17 | 115.1642566915892 | 112.76100155833157 | 110.35774642507394 | 107.95449129181631 | 105.55123615855868 | 103.14798102530106 | 100.74472589204343 | 98.3414707587858 | 95.93821562552817 |
| 18 | 115.1642566915892 | 112.76100155833157 | 110.35774642507394 | 107.95449129181631 | 105.55123615855868 | 103.14798102530106 | 100.74472589204343 | 98.3414707587858 | 95.93821562552817 |
| 19 | 115.1642566915892 | 112.76100155833157 | 110.35774642507394 | 107.95449129181631 | 105.55123615855868 | 103.14798102530106 | 100.74472589204343 | 98.3414707587858 | 95.93821562552817 |
| 20 | 115.1642566915892 | 112.76100155833157 | 110.35774642507394 | 107.95449129181631 | 105.55123615855868 | 103.14798102530106 | 100.74472589204343 | 98.3414707587858 | 95.93821562552817 |
| 21 | 115.1642566915892 | 112.76100155833157 | 110.35774642507394 | 107.95449129181631 | 105.55123615855868 | 103.14798102530106 | 100.74472589204343 | 98.3414707587858 | 95.93821562552817 |
| 22 | 114.55977666009171 | 112.23208153077127 | 109.90438640145084 | 107.57669127213039 | 105.24899614280994 | 102.9213010134895 | 100.59360588416905 | 98.26591075484862 | 95.93821562552817 |
| 23 | 112.72390874531129 | 110.6256971053384 | 108.52748546536552 | 106.42927382539263 | 104.33106218541974 | 102.23285054544684 | 100.13463890547395 | 98.03642726550106 | 95.93821562552817 |
| 24 | 115.26697281350663 | 112.85087816500932 | 110.43478351651201 | 108.0186888680147 | 105.6025942195174 | 103.1864995710201 | 100.77040492252279 | 98.35431027402548 | 95.93821562552817 |
| 25 | 118.47543335247398 | 115.65828113660575 | 112.84112892073753 | 110.02397670486931 | 107.20682448900108 | 104.38967227313285 | 101.57252005726463 | 98.7553678413964 | 95.93821562552817 |
| 26 | 121.38046215528227 | 118.20018133906301 | 115.01990052284376 | 111.83961970662449 | 108.65933889040522 | 105.47905807418596 | 102.29877725796669 | 99.11849644174744 | 95.93821562552817 |
| 27 | 123.36781277048146 | 119.9391131273623 | 116.51041348424314 | 113.08171384112399 | 109.65301419800483 | 106.22431455488565 | 102.79561491176649 | 99.36691526864733 | 95.93821562552817 |
| 28 | 124.2878498649492 | 120.74414558502157 | 117.20044130509393 | 113.65673702516631 | 110.11303274523868 | 106.56932846531106 | 103.02562418538344 | 99.4819199054558 | 95.93821562552817 |
| 29 | 124.2878498649492 | 120.74414558502157 | 117.20044130509393 | 113.65673702516631 | 110.11303274523868 | 106.56932846531106 | 103.02562418538344 | 99.4819199054558 | 95.93821562552817 |
| 30 | 124.2878498649492 | 120.74414558502157 | 117.20044130509393 | 113.65673702516631 | 110.11303274523868 | 106.56932846531106 | 103.02562418538344 | 99.4819199054558 | 95.93821562552817 |
| 31 | 124.2878498649492 | 120.82046426271378 | 117.35307866047837 | 113.88569305824296 | 110.41830745600757 | 106.95092185377216 | 103.48353625153675 | 100.01615064930134 | 96.54876504706593 |
| 32 | 124.2878498649492 | 120.99346670940606 | 117.69908355386293 | 114.4047003983198 | 111.11031724277667 | 107.81593408723354 | 104.52155093169041 | 101.22716777614728 | 97.93278462060415 |
| 33 | 124.2878498649492 | 121.28381158193423 | 118.27977329891928 | 115.27573501590433 | 112.27169673288938 | 109.26765844987442 | 106.26362016685947 | 103.2595818838445 | 100.25554360082955 |
| 34 | 124.2878498649492 | 121.58416359344622 | 118.88047732194323 | 116.17679105044024 | 113.47310477893726 | 110.76941850743428 | 108.06573223593129 | 105.36204596442832 | 102.65835969292533 |
| 35 | 124.2878498649492 | 121.96568629935095 | 119.64352273375272 | 117.32135916815449 | 114.99919560255626 | 112.67703203695801 | 110.35486847135978 | 108.03270490576153 | 105.7105413401633 |
| 36 | 124.2878498649492 | 122.31628786947962 | 120.34472587401005 | 118.37316387854048 | 116.40160188307092 | 114.43003988760135 | 112.45847789213178 | 110.48691589666221 | 108.51535390119264 |
| 37 | 124.2878498649492 | 122.15035909084796 | 120.01286831674672 | 117.87537754264548 | 115.73788676854423 | 113.60039599444299 | 111.46290522034175 | 109.32541444624052 | 107.18792367213928 |
| 38 | 124.2878498649492 | 122.06395825118408 | 119.84006663741896 | 117.61617502365384 | 115.39228340988873 | 113.16839179612361 | 110.9445001823585 | 108.72060856859338 | 106.49671695482826 |
| 39 | 124.2878498649492 | 122.03535199309127 | 119.78285412123333 | 117.5303562493754 | 115.27785837751748 | 113.02536050565953 | 110.77286263380161 | 108.52036476194367 | 106.26786689008574 |
| 40 | 124.2878498649492 | 122.03535199309127 | 119.78285412123333 | 117.5303562493754 | 115.27785837751748 | 113.02536050565953 | 110.77286263380161 | 108.52036476194367 | 106.26786689008574 |
| 41 | 124.2878498649492 | 122.03535199309127 | 119.78285412123333 | 117.5303562493754 | 115.27785837751748 | 113.02536050565953 | 110.77286263380161 | 108.52036476194367 | 106.26786689008574 |
| 42 | 124.22410945235427 | 121.97957913207071 | 119.73504881178714 | 117.49051849150356 | 115.24598817122 | 113.00145785093645 | 110.75692753065287 | 108.5123972103693 | 106.26786689008574 |
| 43 | 123.88697089091687 | 121.68458289081298 | 119.48219489070908 | 117.2798068906052 | 115.0774188905013 | 112.87503089039741 | 110.67264289029353 | 108.47025489018964 | 106.26786689008574 |
| 44 | 123.33523703654073 | 121.20181576823386 | 119.06839449992698 | 116.9349732316201 | 114.80155196331324 | 112.66813069500637 | 110.5347094266995 | 108.40128815839262 | 106.26786689008574 |
| 45 | 127.14038418498515 | 124.53131952312273 | 121.9222548612603 | 119.31319019939787 | 116.70412553753545 | 114.09506087567303 | 111.4859962138106 | 108.87693155194816 | 106.26786689008574 |
| 46 | 130.20955349568973 | 127.21684266998923 | 124.22413184428873 | 121.23142101858824 | 118.23871019288774 | 115.24599936718724 | 112.25328854148674 | 109.26057771578624 | 106.26786689008574 |
| 47 | 132.45313613345562 | 129.17997747803437 | 125.90681882261315 | 122.63366016719192 | 119.36050151177068 | 116.08734285634944 | 112.81418420092821 | 109.54102554550698 | 106.26786689008574 |
| 48 | 134.3228744433646 | 130.81599849920474 | 127.3091225550449 | 123.80224661088504 | 120.29537066672518 | 116.78849472256532 | 113.28161877840546 | 109.7747428342456 | 106.26786689008574 |
| 49 | 135.053120145851 | 131.45496348888037 | 127.8568068319097 | 124.25865017493904 | 120.66049351796838 | 117.06233686099772 | 113.46418020402706 | 109.8660235470564 | 106.26786689008574 |
| 50 | 135.065460892756 | 131.46576164242222 | 127.86606239208842 | 124.26636314175465 | 120.66666389142087 | 117.06696464108708 | 113.46726539075331 | 109.86756614041953 | 106.26786689008574 |
| 51 | 135.065460892756 | 131.46576164242222 | 127.86606239208842 | 124.26636314175465 | 120.66666389142087 | 117.06696464108708 | 113.46726539075331 | 109.86756614041953 | 106.26786689008574 |
| 52 | 135.065460892756 | 131.46576164242222 | 127.86606239208842 | 124.26636314175465 | 120.66666389142087 | 117.06696464108708 | 113.46726539075331 | 109.86756614041953 | 106.26786689008574 |
| 53 | 135.065460892756 | 131.59736424843996 | 128.1292676041239 | 124.66117095980786 | 121.19307431549183 | 117.72497767117578 | 114.25688102685973 | 110.7887843825437 | 107.32068773822765 |
| 54 | 135.065460892756 | 131.89111393624876 | 128.7167669797415 | 125.54242002323426 | 122.36807306672702 | 119.19372611021977 | 116.01937915371252 | 112.84503219720528 | 109.67068524069803 |
| 55 | 135.065460892756 | 132.31862026416502 | 129.57177963557407 | 126.82493900698312 | 124.07809837839216 | 121.33125774980121 | 118.58441712121025 | 115.83757649261929 | 113.09073586402833 |
| 56 | 135.065460892756 | 132.7649305701267 | 130.46440024749742 | 128.16386992486812 | 125.86333960223885 | 123.56280927960955 | 121.26227895698027 | 118.96174863435098 | 116.6612183117217 |
| 57 | 135.065460892756 | 133.06017319115188 | 131.05488548954773 | 129.0495977879436 | 127.04431008633946 | 125.03902238473535 | 123.03373468313121 | 121.02844698152708 | 119.02315927992295 |
| 58 | 135.065460892756 | 132.88547215050286 | 130.70548340824976 | 128.52549466599663 | 126.34550592374353 | 124.1655171814904 | 121.98552843923729 | 119.80553969698417 | 117.62555095473105 |
| 59 | 135.065460892756 | 132.83919868708026 | 130.61293648140452 | 128.38667427572878 | 126.16041207005304 | 123.9341498643773 | 121.70788765870157 | 119.48162545302583 | 117.25536324735009 |
| 60 | 135.065460892756 | 132.83919868708026 | 130.61293648140452 | 128.38667427572878 | 126.16041207005304 | 123.9341498643773 | 121.70788765870157 | 119.48162545302583 | 117.25536324735009 |
| 61 | 135.065460892756 | 132.83919868708026 | 130.61293648140452 | 128.38667427572878 | 126.16041207005304 | 123.9341498643773 | 121.70788765870157 | 119.48162545302583 | 117.25536324735009 |
| 62 | 135.065460892756 | 132.83919868708026 | 130.61293648140452 | 128.38667427572878 | 126.16041207005304 | 123.9341498643773 | 121.70788765870157 | 119.48162545302583 | 117.25536324735009 |
| 63 | 135.065460892756 | 132.83919868708026 | 130.61293648140452 | 128.38667427572878 | 126.16041207005304 | 123.9341498643773 | 121.70788765870157 | 119.48162545302583 | 117.25536324735009 |
| 64 | 134.08480947785137 | 131.98112869903872 | 129.87744792022605 | 127.77376714141339 | 125.67008636260073 | 123.56640558378807 | 121.46272480497541 | 119.35904402616275 | 117.25536324735009 |
| 65 | 133.06294250948164 | 131.0869951017152 | 129.11104769394876 | 127.13510028618231 | 125.15915287841587 | 123.18320547064943 | 121.20725806288297 | 119.23131065511653 | 117.25536324735009 |
| 66 | 136.79793765689536 | 134.3551158557022 | 131.91229405450903 | 129.46947225331587 | 127.02665045212272 | 124.58382865092956 | 122.14100684973641 | 119.69818504854325 | 117.25536324735009 |
| 67 | 140.0546941334019 | 137.20477777264543 | 134.35486141188895 | 131.50494505113247 | 128.655028690376 | 125.80511232961952 | 122.95519596886305 | 120.10527960810657 | 117.25536324735009 |
| 68 | 142.5489901806554 | 139.38728681399223 | 136.2255834473291 | 133.0638800806659 | 129.90217671400274 | 126.74047334733959 | 123.57876998067641 | 120.41706661401325 | 117.25536324735009 |
| 69 | 144.5932922665057 | 141.17605113911125 | 137.7588100117168 | 134.34156888432236 | 130.92432775692788 | 127.50708662953345 | 124.08984550213899 | 120.67260437474454 | 117.25536324735009 |
| 70 | 146.0756620034572 | 142.47312465894382 | 138.87058731443042 | 135.26804996991703 | 131.66551262540366 | 128.06297528089027 | 124.46043793637688 | 120.85790059186348 | 117.25536324735009 |
| 71 | 146.57143212166807 | 142.9069235123783 | 139.24241490308856 | 135.57790629379883 | 131.91339768450908 | 128.24888907521932 | 124.58438046592958 | 120.91987185663984 | 117.25536324735009 |
| 72 | 146.57143212166807 | 142.9069235123783 | 139.24241490308856 | 135.57790629379883 | 131.91339768450908 | 128.24888907521932 | 124.58438046592958 | 120.91987185663984 | 117.25536324735009 |
| 73 | 146.57143212166807 | 142.99427970138697 | 139.41712728110585 | 135.83997486082475 | 132.26282244054363 | 128.68567002026253 | 125.10851759998144 | 121.53136517970033 | 117.95421275941922 |
| 74 | 146.57143212166807 | 143.14406774854243 | 139.71670337541678 | 136.28933900229117 | 132.86197462916553 | 129.4346102560399 | 126.00724588291426 | 122.57988150978863 | 119.152517136663 |
| 75 | 146.57143212166807 | 143.3597050200143 | 140.1479779183605 | 136.93625081670672 | 133.72452371505295 | 130.5127966133992 | 127.3010695117454 | 124.08934241009162 | 120.87761530843784 |
| 76 | 146.57143212166807 | 143.64856837491584 | 140.72570462816364 | 137.8028408814114 | 134.87997713465919 | 131.957113387907 | 129.03424964115476 | 126.11138589440253 | 123.18852214765032 |
| 77 | 146.57143212166807 | 144.04257173646567 | 141.5137113512633 | 138.98485096606095 | 136.45599058085855 | 133.9271301956562 | 131.3982698104538 | 128.86940942525143 | 126.34054904004905 |
| 78 | 146.57143212166807 | 144.33840055712318 | 142.1053689925783 | 139.8723374280334 | 137.63930586348852 | 135.40627429894363 | 133.17324273439874 | 130.94021116985385 | 128.70717960530897 |
| 79 | 146.57143212166807 | 144.20193494563662 | 141.83243776960518 | 139.46294059357373 | 137.0934434175423 | 134.72394624151084 | 132.3544490654794 | 129.98495188944796 | 127.6154547134165 |
| 80 | 146.57143212166807 | 144.17493753860893 | 141.77844295554976 | 139.38194837249063 | 136.98545378943146 | 134.58895920637232 | 132.19246462331319 | 129.79597004025402 | 127.39947545719488 |
| 81 | 146.57143212166807 | 144.17493753860893 | 141.77844295554976 | 139.38194837249063 | 136.98545378943146 | 134.58895920637232 | 132.19246462331319 | 129.79597004025402 | 127.39947545719488 |