105 lines
9.3 KiB
Plaintext
105 lines
9.3 KiB
Plaintext
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Yå#jÊ ã óÚ — d Z ddlmZ ddlZddlZddlZddlZddlmZ ddl m
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Z ddl Z
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ddlZdZdZdZ ed¦ « Zd Zd Zd
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Zd Zg d ¢Zdd„Zdd„Zdd„Zd„ Z e dk r e ¦ « dS dS )u inject_v1_blind.py — blind variable test
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Sends 6 inject_density pulses to the lattice (ZMQ 5557), one per
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independent BTC trade variable, normalized by day stats.
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Does NOT talk to Fractonaut. Fractonaut observes the lattice on its
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own cadence and reports whatever it notices. After all 6 pulses are
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sent, a human can ask Fractonaut for a debrief separately.
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Layout: all 6 at (x=512, y=512, sigma=32). Only `strength` differs.
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Pacing: one pulse every 180s wall clock.
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Output: prints + writes D:/Resonance_Engine/inject_v1_blind_log.jsonl
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é )Ú annotationsN)ÚPathz0D:\PaperTrader\research\hl_data\minutes\20260601ÚBTCztcp://127.0.0.1:5557z-D:\Resonance_Engine\inject_v1_blind_log.jsonlg €@g @@é´ )Ú mid_priceÚsigned_flow_usdÚ trade_countÚlarge_print_cntÚwallet_entropyÚ
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vwap_driftÚreturnú pd.DataFramec óP — t j t t t ¦ « dz ¦ « ¦ « } d„ | D ¦ « }t j |¦ « d¦ « d¬¦ « }||j t k d¬¦ « S )Nz *.parquetc óZ — g | ](}t j |¦ « ¦ « ‘Œ)S © )ÚpqÚ
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read_tableÚ to_pandas)Ú.0Úfs ú&D:\Resonance_Engine\inject_v1_blind.pyú
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<listcomp>z load_btc_day.<locals>.<listcomp>/ s. € Ð
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7Ð
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7Ð
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7¨A�2Œ=˜Ñ Ô × %Ò %Ñ 'Ô 'Ð
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7Ð
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7Ð
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7ó ÚminuteT)Údrop)
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ÚglobÚstrr ÚDATA_DAYÚpdÚconcatÚ sort_valuesÚ reset_indexÚcoinÚCOIN)ÚfilesÚdfsÚdfs r Ú load_btc_dayr( - s… € Ý ŒI•c�$�x™.œ.¨;Ñ6Ñ7Ô7Ñ 8Ô 8€EØ
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7Ð
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7°Ð
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7Ñ
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7Ô
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7€CÝ Œ�3‰ Œ × #Ò # HÑ -Ô -× 9Ò 9¸tÐ 9Ñ DÔ D€BØ
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ˆbŒg�ŠoÔ × *Ò *°Ð *Ñ 5Ô 5Ð5r r' ú pd.Seriesc óš — t j t | ¦ « ¦ « }t D ]u}| | }t | ¦ « ¦ « }|dk rŒ2|t | ¦ « ¦ « z
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|z }|| ¦ « j z
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}Œvt t j
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|¦ « ¦ « }| j | S )a: Pick the minute with the LARGEST summed |z| across all variables.
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This is an extreme minute - the lattice should see something on every
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pulse, not just on the two big ones. Honest about what we're doing:
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showing the lattice the strongest input we can build from one real
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minute of BTC trading.
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r ) ÚnpÚzerosÚlenÚVARSÚfloatÚstdÚmeanÚabsÚvaluesÚintÚargmaxÚiloc)r' Úz_sumÚvÚsÚsdÚzÚidxs r Úpick_normal_minuter= 4 s¦ € õ
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ŒH•S˜‘W”WÑ Ô €EÝ
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ð ð ˆØ ˆqŒEˆÝ
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�1—5’5‘7”7‰^Œ^ˆØ
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�Š7ˆ7Ø Ø
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•�q—v’v‘x”x‘ ” Ñ
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BÑ &ˆØ
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�—’‘”” Ñ ˆˆÝ
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�bŒi˜Ñ Ô Ñ
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Ô
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€CØ
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Œ7�3Œ<Ðr ÚrowÚdictc ó„ — i }t D ]µ}| | }t | ¦ « ¦ « }t | ¦ « ¦ « }|dk rd}nt || ¦ « |z
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|z }t dt d|¦ « ¦ « }|dz dz } t || ¦ « ||||| dœ||< Œ¶|S )u For each variable, z-score against the full-day distribution, then
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clip and scale into the lattice strength regime.
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strength = clip(z, -3, +3) / 3 * 0.3
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so a ±3-sigma value gives |strength|=0.3 (our known calibration band).
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A median value gives |strength|≈0.
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r g g Àg @g333333Ó?)ÚrawÚday_meanÚday_stdr; Úz_clipÚstrength)r. r/ r1 r0 ÚmaxÚmin)
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r' r> Úoutr8 r9 Úmur: r; rD rE s
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r Úcompute_strengthsrJ G sÊ € ð
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€CÝ
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ð
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ð
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ˆØ ˆqŒEˆÝ
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�1—6’6‘8”8‰_Œ_ˆÝ
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�1—5’5‘7”7‰^Œ^ˆØ
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�Š7ˆ7؈AˆAå�s˜1”v‘ ” Ñ# rÑ)ˆAÝ�T�3˜s A™;œ;Ñ'Ô'ˆØ˜S‘L CÑ'ˆå ˜c !œf™
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œ
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ØØØØ Ø ð
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ð
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ˆˆA‰ˆð €Jr c óh — t dt › dt › �¦ « t ¦ « } t dt | ¦ « › d| j ¦ « › d| j ¦ « › d�¦ « t | ¦ « }t d|j › d�¦ « t d |j d
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›d |j
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d ›d
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|j › d|j d›�¦ « t ¦ « t | |¦ « }t d¦ « t D ];}|| }t d|d›d|d d›d|d d›d|d d›�¦ « Œ<t ¦ « t ¦ « }t! j |¦ « t d |› �¦ « t ¦ « d d l}| ¦ « }| |j ¦ « }| t. ¦ « t1 j d ¦ « t4 j d d ¬ ¦ « t; |¦ « D �]ž\ } }
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}d!t< t> t@ |d d"œ} t1 j ¦ « } | ! tE j# | ¦ « ¦ « | t1 j$ d#t1 j% | ¦ « ¦ « | |
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|d |d |d$ |d t< t> t@ tM |j ¦ « t d%œ
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}
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t4 ' d&d'¬(¦ « 5 }| ( tE j# |
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¦ « d)z ¦ « d d d ¦ « n # 1 swxY w Y t d*| d+z › d,t1 j$ d-¦ « › d|
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d›d.|d d›d/� ¦ « | t |¦ « d+z
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k rt1 j tR ¦ « �Œ | * ¦ « | + ¦ « t ¦ « t d0t4 › �¦ « t d1¦ « d S )2Nz[INJECT] loading z from z [INJECT] z rows (minutes z..ú)z[INJECT] chose minute=z (typical-ish row)z mid_price=z.2fz signed_flow=z.0fz trades=z
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vwap_drift=z.5fz [INJECT] computed strengths:z Ú18sz raw=rA z>15.4fz z=r; z>+7.2fz -> strength=rE z>+7.4fz![INJECT] random injection order: r g333333ã?T)ÚparentsÚexist_okÚinject_density)ÚcmdÚxÚyÚsigmarE z%Y-%m-%dT%H:%M:%SrD )
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Úwall_tsÚwall_isoÚ
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sequence_iÚvariableÚ raw_valuer; rD rE rR rS rT r r# Úazutf-8)Úencodingú
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z [é z/6] z%H:%M:%Sz strength=z -> SENTz%[INJECT] all 6 sent. Log appended at zD[INJECT] Fractonaut should auto-observe each in its own ~70s window.),Úprintr$ r r( r- r rG rF r= r r r r rJ r. ÚcopyÚrandomÚshuffleÚzmqÚContextÚsocketÚPUBÚconnectÚZMQ_ADDRÚtimeÚsleepÚLOG_PATHÚparentÚmkdirÚ enumerateÚINJECT_XÚINJECT_YÚ
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INJECT_SIGÚ send_stringÚjsonÚdumpsÚstrftimeÚ localtimer4 ÚopenÚwriteÚ SPACING_SÚcloseÚterm)r' r> Ú strengthsr8 r9 Úorderrb ÚctxÚsockÚiÚvarrQ ÚwallÚrecordÚfhs r Úmainr„ e su € Ý Ð
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4�dÐ
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4(Ð
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4Ñ5Ô5Ð5Ý ‰ Œ €BÝ Ð
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T•c˜"‘g”gÐ
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TÐ
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T¨r¬y¯}ª}©¬Ð
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TÀ"Ä)Ç-Â-Á/Ä/Ð
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TÐ
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TÐ
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TÑUÔUÐUå
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˜RÑ
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