In [1]:
from om.orm import base
from om.orm import data
from om.orm import components
from om.orm.components import *
from om.lib import settings
from om.loading import load_components
from sqlalchemy import func
import simplejson as json
import numpy as np
import os
import math
import shutil
import subprocess


ome = base.Session()

In [ ]:
base.omics_database.genome_data.count()

In [4]:
#base.Base.metadata.drop_all()
#base.omics_database.genome_data.drop()
#base.Base.metadata.create_all()

In [5]:
load_components.load_genes(base, components)


load_genes(<module 'om.orm.base' from '/Users/sfederow/om/orm/base.pyc'>, <module 'om.orm.components' from '/Users/sfederow/om/orm/components.pyc'>) complete (44.10 sec)

In [3]:
load_components.load_transcription_units(base, components)


load_transcription_units(<module 'om_dev.orm.base' from '/Volumes/extra/Dropbox/om_dev/orm/base.pyc'>, <module 'om_dev.orm.components' from '/Volumes/extra/Dropbox/om_dev/orm/components.pyc'>) complete (74.50 sec)

In [4]:
load_components.load_proteins(base, components)


load_proteins(<module 'om_dev.orm.base' from '/Volumes/extra/Dropbox/om_dev/orm/base.pyc'>, <module 'om_dev.orm.components' from '/Volumes/extra/Dropbox/om_dev/orm/components.pyc'>) complete (57.87 sec)

In [5]:
load_components.load_bindsites(base, components)


load_bindsites(<module 'om_dev.orm.base' from '/Volumes/extra/Dropbox/om_dev/orm/base.pyc'>, <module 'om_dev.orm.components' from '/Volumes/extra/Dropbox/om_dev/orm/components.pyc'>) complete (136.71 sec)

In [3]:
ome.query(Complex).join(ComplexComposition).join(Protein).filter(Protein.name.ilike('Ace%')).limit(10).all()


Out[3]:
[Complex (#114):  acetylglutamate kinase,
 Complex (#780):  acetylornithine aminotransferase / <i>N</i>-succinyldiaminopimelate aminotransferase]

In [6]:
ome.query(DnaBindingSite).limit(10).all()


Out[6]:
[DNA (#6452, BS0-2550) 786853-786853 +,
 DNA (#6453, BS0-1342) 3681627-3681627 +,
 DNA (#6454, BS00207) 4630726-4630726 +,
 DNA (#6455, BS0-8130) 1102827-1102827 +,
 DNA (#6456, BS0-8133) 2585498-2585514 +,
 DNA (#6457, BS0-8134) 2585468-2585480 +,
 DNA (#6458, BS0-8135) 2585435-2585453 +,
 DNA (#6459, BS0-8136) 2151929-2151943 +,
 DNA (#6460, BS0-8137) 3037213-3037213 +,
 DNA (#6461, BS0-8138) 3865415-3865431 +]

In [3]:
ComplexComposition2 = aliased(ComplexComposition)

ome.query(Protein, DnaBindingSite).join(Gene).\
                                   join(ComplexComposition, ComplexComposition.component_id == Protein.id).\
                                   join(ComplexComposition2, ComplexComposition2.complex_id == ComplexComposition.complex_id).\
                                   join(DnaBindingSite, DnaBindingSite.id == ComplexComposition2.component_id).\
                                   filter(Gene.name.ilike('c%')).limit(10).all()


Out[3]:
[(Protein (#3750, Cbl DNA-binding transcriptional activator),
  DNA (#6751, BS-7081) 996840-996840 +),
 (Protein (#4507, CsgD DNA-binding transcriptional dual regulator),
  DNA (#6969, BS00593) 1103044-1103044 +),
 (Protein (#5473, CspA DNA-binding transcriptional activator),
  DNA (#7079, BS00717) 2337567-2337567 +),
 (Protein (#5473, CspA DNA-binding transcriptional activator),
  DNA (#7088, BS00718) 2337587-2337587 +),
 (Protein (#2390, ChbR DNA-binding transcriptional dual regulator),
  DNA (#7451, BS0-3562) 1819788-1819788 +),
 (Protein (#2390, ChbR DNA-binding transcriptional dual regulator),
  DNA (#7452, BS0-3563) 1819811-1819811 +),
 (Protein (#3750, Cbl DNA-binding transcriptional activator),
  DNA (#7639, BS166) 384338-384338 +),
 (Protein (#4507, CsgD DNA-binding transcriptional dual regulator),
  DNA (#7733, BS0-8049) 1027095-1027109 +),
 (Protein (#4507, CsgD DNA-binding transcriptional dual regulator),
  DNA (#7737, BS0-8046) 3299328-3299342 +),
 (Protein (#4507, CsgD DNA-binding transcriptional dual regulator),
  DNA (#7732, BS0-8048) 2011077-2011091 +)]

In [6]:
ome.query(Complex).filter(Complex.long_name.ilike('Crp-cAMP%')).one()


Out[6]:
Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator

In [7]:
ComplexComposition2 = aliased(ComplexComposition)

ome.query(Complex, DnaBindingSite).join(ComplexComposition, ComplexComposition.component_id == Complex.id).\
                                   join(ComplexComposition2, ComplexComposition2.complex_id == ComplexComposition.complex_id).\
                                   join(DnaBindingSite, ComplexComposition2.component_id == DnaBindingSite.id).\
                                   filter(Complex.long_name.ilike('Crp-cAMP%')).all()


Out[7]:
[(Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#6880, BS0-5842) 347752-347774 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#8146, BS0-8087) 1168208-1168230 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#8144, BS0-8085) 118697-118719 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#8295, BS0-8091) 2583587-2583609 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#8241, BS-7097) 1617064-1617064 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#7866, BS00563) 3575736-3575736 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#8252, BS-7098) 794222-794222 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#7453, BS0-3561) 1819833-1819833 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#7056, BS00663) 3103580-3103580 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#7057, BS00664) 3103728-3103728 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#7058, BS00665) 3103632-3103632 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#8662, BS0-3303) 703001-703001 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#8680, BS0-6561) 703035-703035 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#7060, BS00667) 431355-431355 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#6832, BS0-7610) 2231953-2231953 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#6744, BS0-2181) 1451830-1451830 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#8546, BS00090) 2350604-2350604 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#8712, BS00081) 2350564-2350564 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#6470, BS65) 3770152-3770152 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#6472, BS63) 3769991-3769991 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#6474, BS61) 3770108-3770108 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#8140, BS0-8089) 3387504-3387526 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#8139, BS0-8088) 2263383-2263405 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#8296, BS0-8090) 855061-855083 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#8005, BS0-1842) 367647-367647 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#7055, BS00662) 431377-431399 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#7942, BS0-6582) 1570159-1570159 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#7799, BS0-7269) 3352465-3352465 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#8470, BS00089) 2350514-2350514 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#6669, BS0-5524) 4538012-4538012 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#6974, BS0-5501) 628988-628988 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#7396, BS0-8156) 656400-656422 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#6471, BS64) 3769949-3769949 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#6473, BS62) 3770035-3770035 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#8179, BS0-5024) 3963646-3963646 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#8145, BS0-8086) 214195-214217 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#6500, BS0-7975) 1608838-1608838 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#6935, BS00073) 791345-791345 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#8288, BS0-8300) 1099416-1099438 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#6478, BS0-7809) 1986043-1986043 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#8620, BS0-7811) 312539-312561 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#7443, BS0-7397) 1257919-1257919 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#8246, BS-7092) 2175296-2175296 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#6786, BS0-8203) 3048928-3048950 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#8182, BS424) 1236754-1236754 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#7894, BS0-1202) 4095641-4095641 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#7906, BS0-8295) 1684775-1684797 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#7090, BS0-8172) 2717860-2717882 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#8750, BS00624) 3190074-3190074 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#8410, BS-7088) 1102737-1102737 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#8079, BS00682) 4116221-4116221 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#6568, BS00321) 2238629-2238629 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#8619, BS0-7810) 1986073-1986073 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#7438, BS0-7398) 4348645-4348645 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#6785, BS0-8202) 3049096-3049118 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#8184, BS423) 1236677-1236699 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#6646, BS0-8126) 4398135-4398157 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#7623, BS0-4601) 4095622-4095622 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#7907, BS0-8294) 1686390-1686412 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#8342, BS00699) 3490459-3490459 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#8081, BS00681) 4116244-4116244 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#8721, BS00317) 3265158-3265158 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#7524, BS154) 3534782-3534782 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#7030, BS0-3944) 1694265-1694265 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#7398, BS00738) 4014320-4014320 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#7885, BS00691) 4464293-4464293 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#8373, BS00555) 4095587-4095587 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#8502, BS622) 4346893-4346893 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#8243, BS-7095) 2749012-2749012 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#6765, BS0-7593) 365556-365556 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#7111, BS0-8005) 367800-367800 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#7924, BS0-8180) 651251-651251 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#7946, BS0-7215) 1445444-1445444 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#7780, BS0-4602) 4095617-4095617 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#7888, BS00692) 4464222-4464222 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#8431, BS0-1321) 3681602-3681602 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#8665, BS-7103) 2714585-2714585 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#8354, BS0-3812) 3544355-3544355 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#7165, BS821) 2229798-2229798 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#6566, BS00327) 3845324-3845324 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#8181, BS0-5022) 1327326-1327326 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#8056, BS-7093) 3126209-3126209 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#8334, BS523) 2632246-2632246 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#8054, BS-7094) 4549377-4549377 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#8722, BS00319) 754097-754097 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#8411, BS-7089) 451068-451068 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#6997, BS00340) 3754618-3754618 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#8251, BS-7099) 2342640-2342640 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#8180, BS0-5021) 1327326-1327326 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#7743, BS0-8289) 1686500-1686522 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#8723, BS476) 460472-460472 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#7002, BS0-7114) 1697235-1697235 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#6465, BS0-4126) 4492549-4492549 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#6522, BS0-4121) 4492499-4492499 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#7980, BS145) 4549483-4549483 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#6861, BS322) 576124-576124 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#6749, BS00337) 1976490-1976490 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#6599, BS146) 1078388-1078388 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#7582, BS147) 1078356-1078356 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#6882, BS81) 2510990-2510990 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#7250, BS00654) 2866084-2866084 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#6833, BS00653) 2866202-2866202 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#7249, BS00655) 3071915-3071915 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#8183, BS422) 1236751-1236751 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#7961, BS541) 3559930-3559930 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#8014, BS0-6622) 3665692-3665692 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#8032, BS321) 576166-576166 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#6475, BS60) 3382395-3382395 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#8274, BS0-3681) 2599032-2599032 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#7580, BS148) 1078327-1078327 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#6988, BS0-4901) 4122596-4122596 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#8436, BS82) 2510941-2510941 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#8061, BS0-7684) 3242862-3242862 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#7180, BS0-7638) 2079368-2079368 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#7448, BS0-4623) 4339828-4339828 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#8161, BS0-6959) 841029-841029 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#8450, BS0-7824) 1599341-1599341 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#7486, BS0-6957) 611932-611932 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#6723, BS00720) 1697295-1697295 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#7911, BS0-8290) 1686573-1686573 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#7387, BS0-1703) 141294-141294 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#7385, BS00115) 4244563-4244563 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#6627, BS00052) 4615260-4615260 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#7192, BS0-7708) 117685-117685 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#7447, BS0-4622) 4339714-4339714 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#7040, BS0-7221) 1840299-1840299 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#8037, BS0-5103) 4244658-4244658 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#7910, BS0-8291) 1686581-1686581 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#6573, BS463) 4198135-4198135 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#7555, BS0-5481) 3371702-3371702 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#7725, BS00117) 4244626-4244626 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#7377, BS00051) 4615207-4615207 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#7193, BS0-7709) 3521030-3521030 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#7411, BS0-7710) 3520949-3520949 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#7391, BS00005) 70168-70168 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#8151, BS0-6954) 623786-623786 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#8152, BS0-6955) 624024-624024 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#7709, BS00754) 3483915-3483915 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#8417, BS00798) 754614-754614 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#6970, BS0-8365) 1359127-1359149 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#6878, BS00047) 3989020-3989020 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#8077, BS00684) 4328308-4328308 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#7166, BS822) 2229748-2229748 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#8247, BS-7091) 1887890-1887890 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#8720, BS00313) 710016-710016 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#7006, BS125) 34176-34176 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#7503, BS0-3354) 4056185-4056185 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#7682, BS00241) 3886374-3886374 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#8656, BS0-6966) 121971-121971 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#6567, BS00326) 3103630-3103630 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#8652, BS-7105) 3408100-3408100 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#8613, BS00637) 3598913-3598913 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#7371, BS00267) 3550975-3550975 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#7502, BS0-3355) 4056187-4056187 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#6532, BS0-3001) 2786880-2786880 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#8655, BS0-6967) 121983-121983 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#8583, BS0-1661) 3408205-3408205 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#7545, BS-7104) 3408015-3408015 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#8486, BS0-7311) 3656348-3656348 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#8419, BS00794) 127698-127698 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#8601, BS00638) 3598966-3598966 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#7659, BS0-1821) 3056651-3056651 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#7873, BS0-8204) 1403816-1403838 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#6947, BS00701) 3490512-3490512 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#6898, BS0-7619) 2165095-2165095 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#8028, BS327) 3740591-3740591 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#6962, BS0-3841) 4549398-4549398 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#6604, BS00613) 2475755-2475755 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#7919, BS00760) 2531459-2531459 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#7708, BS00753) 3484015-3484015 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#8300, BS0-7238) 2912359-2912359 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#7297, BS0-5701) 3086234-3086234 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#7510, BS755) 1666685-1666685 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#6571, BS00322) 1984304-1984304 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#6564, BS00325) 411843-411843 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#7724, BS0-2745) 4285483-4285483 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#8209, BS0-5201) 4453713-4453713 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#6606, BS00614) 2475725-2475725 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#7706, BS00758) 2531587-2531587 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#8044, BS-7096) 4199704-4199704 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#7035, BS00702) 411698-411720 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#7470, BS0-2746) 4285536-4285536 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#6939, BS00076) 4056316-4056316 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#7444, BS0-7396) 3217191-3217191 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#8221, BS00585) 2459058-2459080 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#7069, BS00067) 2239774-2239774 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#7915, BS00764) 4098682-4098682 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#6758, BS00196) 3598920-3598920 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#7905, BS0-8298) 1099467-1099489 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#6482, BS0-7806) 1490410-1490410 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#8408, BS-7087) 1102609-1102609 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#7414, BS00648) 1899916-1899916 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#7227, BS00721) 1899864-1899864 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#7707, BS-7110) 989844-989844 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#8672, BS-7109) 989674-989674 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#7512, BS759) 1333764-1333764 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#7667, BS762) 131481-131481 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#8015, BS0-6623) 1599412-1599412 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#7922, BS0-3622) 365628-365628 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#6748, BS00332) 4014372-4014372 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#7650, BS0-7648) 2543683-2543683 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#8438, BS84) 3931282-3931282 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#6662, BS0-2847) 4609163-4609163 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#8572, BS0-1062) 1156948-1156948 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#8185, BS00219) 2980324-2980324 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#8187, BS00215) 3098864-3098864 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#8668, BS-7102) 2823471-2823471 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#7548, BS-7101) 2823771-2823771 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#6818, BS41) 1486154-1486154 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#8376, BS0-7233) 956732-956732 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#8380, BS00153) 1019453-1019453 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#8166, BS0-3721) 1156894-1156894 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#7929, BS0-2821) 3740758-3740758 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#6883, BS0-4102) 4417889-4417889 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#8565, BS0-6044) 3242973-3242995 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#8674, BS-7108) 3491712-3491712 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#7628, BS563) 1229750-1229750 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#6563, BS0-6761) 1860579-1860579 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#8069, BS-7090) 450914-450914 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#7804, BS0-6937) 4328307-4328307 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#7167, BS823) 2229746-2229746 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#8763, BS0-5321) 3728911-3728911 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#7520, BS0-3883) 3542647-3542647 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#8150, BS0-4881) 2932060-2932060 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#6746, BS00338) 3735261-3735261 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#7546, BS-7107) 3491967-3491967 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#6565, BS00324) 2932100-2932100 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#8124, BS0-6960) 1686866-1686866 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#7344, BS741) 4366545-4366545 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#7848, BS00586) 42078-42078 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#8071, BS0-4341) 3316416-3316416 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#7089, BS0-8171) 2717900-2717922 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#8098, BS0-3745) 3904781-3904781 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#7823, BS773) 4047837-4047837 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#7909, BS0-8296) 1685206-1685228 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#7808, BS0-6083) 1064538-1064560 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#7125, BS0-7932) 3229584-3229584 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#8156, BS0-6953) 4213394-4213394 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#8548, BS00096) 3851110-3851110 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#8660, BS0-6962) 986407-986407 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#8245, BS0-8277) 4589511-4589533 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#8663, BS-7106) 3084538-3084538 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#8480, BS0-6972) 1733399-1733421 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#6872, BS0-4664) 4244592-4244592 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#8657, BS0-6961) 986436-986436 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#8659, BS0-6963) 986367-986367 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#8070, BS00579) 953756-953756 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#6767, BS0-7591) 161569-161591 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#6661, BS0-2846) 4609187-4609187 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#8007, BS0-1681) 4238298-4238298 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#7550, BS00741) 3590475-3590475 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#7009, BS121) 42255-42255 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#8654, BS0-6964) 121656-121656 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#7976, BS149) 121963-121963 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#6923, BS00591) 4609176-4609176 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#6957, BS0-5445) 3276827-3276827 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#7007, BS124) 42198-42198 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#8719, BS00312) 4434696-4434696 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#6779, BS0-7754) 2837379-2837379 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#8653, BS0-6965) 121923-121923 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#7506, BS202) 121951-121951 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#8515, BS0-3021) 2663380-2663380 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#6835, BS0-8373) 3376871-3376887 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#6837, BS0-8371) 1014758-1014774 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#6840, BS0-8374) 4422945-4422961 +),
 (Complex (#6414):  CRP-cAMP DNA-binding transcriptional dual regulator,
  DNA (#6834, BS0-8372) 2735097-2735113 +)]

In [2]:
ome.query(Complex, Gene).join(ComplexComposition).join(Protein, ComplexComposition.component_id == Protein.id).\
                                            join(Gene).all()


Out[2]:
[(Complex (#8888):  None, Gene: (b0076, leuO) 84368-85312 (+)),
 (Complex (#8889):  None, Gene: (b0076, leuO) 84368-85312 (+)),
 (Complex (#8890):  None, Gene: (b0076, leuO) 84368-85312 (+)),
 (Complex (#8894):  None, Gene: (b0076, leuO) 84368-85312 (+)),
 (Complex (#8895):  None, Gene: (b0076, leuO) 84368-85312 (+)),
 (Complex (#10102):  None, Gene: (b0076, leuO) 84368-85312 (+)),
 (Complex (#10103):  None, Gene: (b0076, leuO) 84368-85312 (+)),
 (Complex (#10104):  None, Gene: (b0076, leuO) 84368-85312 (+)),
 (Complex (#10105):  None, Gene: (b0076, leuO) 84368-85312 (+)),
 (Complex (#10106):  None, Gene: (b0076, leuO) 84368-85312 (+)),
 (Complex (#10107):  None, Gene: (b0076, leuO) 84368-85312 (+)),
 (Complex (#10411):  None, Gene: (b0076, leuO) 84368-85312 (+)),
 (Complex (#11292):  None, Gene: (b0076, leuO) 84368-85312 (+)),
 (Complex (#11293):  None, Gene: (b0076, leuO) 84368-85312 (+)),
 (Complex (#11497):  None, Gene: (b0076, leuO) 84368-85312 (+)),
 (Complex (#9572):  None, Gene: (b0113, pdhR) 122092-122856 (+)),
 (Complex (#10078):  None, Gene: (b0113, pdhR) 122092-122856 (+)),
 (Complex (#9976):  None, Gene: (b0113, pdhR) 122092-122856 (+)),
 (Complex (#10143):  None, Gene: (b0113, pdhR) 122092-122856 (+)),
 (Complex (#10149):  None, Gene: (b0113, pdhR) 122092-122856 (+)),
 (Complex (#10151):  None, Gene: (b0113, pdhR) 122092-122856 (+)),
 (Complex (#10209):  None, Gene: (b0113, pdhR) 122092-122856 (+)),
 (Complex (#10845):  None, Gene: (b0113, pdhR) 122092-122856 (+)),
 (Complex (#11444):  None, Gene: (b0113, pdhR) 122092-122856 (+)),
 (Complex (#11567):  None, Gene: (b0113, pdhR) 122092-122856 (+)),
 (Complex (#8919):  None, Gene: (b0464, acrR) 484985-485632 (+)),
 (Complex (#9682):  None, Gene: (b0464, acrR) 484985-485632 (+)),
 (Complex (#10945):  None, Gene: (b0464, acrR) 484985-485632 (+)),
 (Complex (#9293):  None, Gene: (b0620, dpiA) 653085-653765 (+)),
 (Complex (#9294):  None, Gene: (b0620, dpiA) 653085-653765 (+)),
 (Complex (#9295):  None, Gene: (b0620, dpiA) 653085-653765 (+)),
 (Complex (#9296):  None, Gene: (b0620, dpiA) 653085-653765 (+)),
 (Complex (#10065):  None, Gene: (b0620, dpiA) 653085-653765 (+)),
 (Complex (#9973):  None, Gene: (b0620, dpiA) 653085-653765 (+)),
 (Complex (#10140):  None, Gene: (b0620, dpiA) 653085-653765 (+)),
 (Complex (#10364):  None, Gene: (b0620, dpiA) 653085-653765 (+)),
 (Complex (#10365):  None, Gene: (b0620, dpiA) 653085-653765 (+)),
 (Complex (#9057):  None, Gene: (b0846, ybjK) 886646-887182 (+)),
 (Complex (#9058):  None, Gene: (b0846, ybjK) 886646-887182 (+)),
 (Complex (#9059):  None, Gene: (b0846, ybjK) 886646-887182 (+)),
 (Complex (#9063):  None, Gene: (b0846, ybjK) 886646-887182 (+)),
 (Complex (#9064):  None, Gene: (b0846, ybjK) 886646-887182 (+)),
 (Complex (#9065):  None, Gene: (b0846, ybjK) 886646-887182 (+)),
 (Complex (#9066):  None, Gene: (b0846, ybjK) 886646-887182 (+)),
 (Complex (#10473):  None, Gene: (b0846, ybjK) 886646-887182 (+)),
 (Complex (#10474):  None, Gene: (b0846, ybjK) 886646-887182 (+)),
 (Complex (#10476):  None, Gene: (b0846, ybjK) 886646-887182 (+)),
 (Complex (#10479):  None, Gene: (b0846, ybjK) 886646-887182 (+)),
 (Complex (#10482):  None, Gene: (b0846, ybjK) 886646-887182 (+)),
 (Complex (#8923):  None, Gene: (b0889, lrp) 931818-932312 (+)),
 (Complex (#8925):  None, Gene: (b0889, lrp) 931818-932312 (+)),
 (Complex (#8926):  None, Gene: (b0889, lrp) 931818-932312 (+)),
 (Complex (#8927):  None, Gene: (b0889, lrp) 931818-932312 (+)),
 (Complex (#8928):  None, Gene: (b0889, lrp) 931818-932312 (+)),
 (Complex (#8938):  None, Gene: (b0889, lrp) 931818-932312 (+)),
 (Complex (#8940):  None, Gene: (b0889, lrp) 931818-932312 (+)),
 (Complex (#8941):  None, Gene: (b0889, lrp) 931818-932312 (+)),
 (Complex (#8942):  None, Gene: (b0889, lrp) 931818-932312 (+)),
 (Complex (#9134):  None, Gene: (b0889, lrp) 931818-932312 (+)),
 (Complex (#9135):  None, Gene: (b0889, lrp) 931818-932312 (+)),
 (Complex (#9136):  None, Gene: (b0889, lrp) 931818-932312 (+)),
 (Complex (#9137):  None, Gene: (b0889, lrp) 931818-932312 (+)),
 (Complex (#9138):  None, Gene: (b0889, lrp) 931818-932312 (+)),
 (Complex (#9139):  None, Gene: (b0889, lrp) 931818-932312 (+)),
 (Complex (#9249):  None, Gene: (b0889, lrp) 931818-932312 (+)),
 (Complex (#9283):  None, Gene: (b0889, lrp) 931818-932312 (+)),
 (Complex (#9017):  None, Gene: (b0889, lrp) 931818-932312 (+)),
 (Complex (#9018):  None, Gene: (b0889, lrp) 931818-932312 (+)),
 (Complex (#9019):  None, Gene: (b0889, lrp) 931818-932312 (+)),
 (Complex (#9020):  None, Gene: (b0889, lrp) 931818-932312 (+)),
 (Complex (#9021):  None, Gene: (b0889, lrp) 931818-932312 (+)),
 (Complex (#9022):  None, Gene: (b0889, lrp) 931818-932312 (+)),
 (Complex (#9334):  None, Gene: (b0889, lrp) 931818-932312 (+)),
 (Complex (#9336):  None, Gene: (b0889, lrp) 931818-932312 (+)),
 (Complex (#9339):  None, Gene: (b0889, lrp) 931818-932312 (+)),
 (Complex (#9340):  None, Gene: (b0889, lrp) 931818-932312 (+)),
 (Complex (#9341):  None, Gene: (b0889, lrp) 931818-932312 (+)),
 (Complex (#9748):  None, Gene: (b0889, lrp) 931818-932312 (+)),
 (Complex (#9314):  None, Gene: (b0889, lrp) 931818-932312 (+)),
 (Complex (#9892):  None, Gene: (b0889, lrp) 931818-932312 (+)),
 (Complex (#9893):  None, Gene: (b0889, lrp) 931818-932312 (+)),
 (Complex (#9634):  None, Gene: (b0889, lrp) 931818-932312 (+)),
 (Complex (#10161):  None, Gene: (b0889, lrp) 931818-932312 (+)),
 (Complex (#10216):  None, Gene: (b0889, lrp) 931818-932312 (+)),
 (Complex (#10217):  None, Gene: (b0889, lrp) 931818-932312 (+)),
 (Complex (#10233):  None, Gene: (b0889, lrp) 931818-932312 (+)),
 (Complex (#10235):  None, Gene: (b0889, lrp) 931818-932312 (+)),
 (Complex (#10236):  None, Gene: (b0889, lrp) 931818-932312 (+)),
 (Complex (#10240):  None, Gene: (b0889, lrp) 931818-932312 (+)),
 (Complex (#10242):  None, Gene: (b0889, lrp) 931818-932312 (+)),
 (Complex (#10243):  None, Gene: (b0889, lrp) 931818-932312 (+)),
 (Complex (#10528):  None, Gene: (b0889, lrp) 931818-932312 (+)),
 (Complex (#10529):  None, Gene: (b0889, lrp) 931818-932312 (+)),
 (Complex (#10530):  None, Gene: (b0889, lrp) 931818-932312 (+)),
 (Complex (#10531):  None, Gene: (b0889, lrp) 931818-932312 (+)),
 (Complex (#10532):  None, Gene: (b0889, lrp) 931818-932312 (+)),
 (Complex (#10533):  None, Gene: (b0889, lrp) 931818-932312 (+)),
 (Complex (#10541):  None, Gene: (b0889, lrp) 931818-932312 (+)),
 (Complex (#10542):  None, Gene: (b0889, lrp) 931818-932312 (+)),
 (Complex (#10543):  None, Gene: (b0889, lrp) 931818-932312 (+)),
 (Complex (#10604):  None, Gene: (b0889, lrp) 931818-932312 (+)),
 (Complex (#10605):  None, Gene: (b0889, lrp) 931818-932312 (+)),
 (Complex (#10606):  None, Gene: (b0889, lrp) 931818-932312 (+)),
 (Complex (#10607):  None, Gene: (b0889, lrp) 931818-932312 (+)),
 (Complex (#10608):  None, Gene: (b0889, lrp) 931818-932312 (+)),
 (Complex (#10609):  None, Gene: (b0889, lrp) 931818-932312 (+)),
 (Complex (#10647):  None, Gene: (b0889, lrp) 931818-932312 (+)),
 (Complex (#10648):  None, Gene: (b0889, lrp) 931818-932312 (+)),
 (Complex (#10649):  None, Gene: (b0889, lrp) 931818-932312 (+)),
 (Complex (#10650):  None, Gene: (b0889, lrp) 931818-932312 (+)),
 (Complex (#10651):  None, Gene: (b0889, lrp) 931818-932312 (+)),
 (Complex (#10694):  None, Gene: (b0889, lrp) 931818-932312 (+)),
 (Complex (#10695):  None, Gene: (b0889, lrp) 931818-932312 (+)),
 (Complex (#10713):  None, Gene: (b0889, lrp) 931818-932312 (+)),
 (Complex (#10811):  None, Gene: (b0889, lrp) 931818-932312 (+)),
 (Complex (#10812):  None, Gene: (b0889, lrp) 931818-932312 (+)),
 (Complex (#10813):  None, Gene: (b0889, lrp) 931818-932312 (+)),
 (Complex (#10814):  None, Gene: (b0889, lrp) 931818-932312 (+)),
 (Complex (#10815):  None, Gene: (b0889, lrp) 931818-932312 (+)),
 (Complex (#10816):  None, Gene: (b0889, lrp) 931818-932312 (+)),
 (Complex (#10817):  None, Gene: (b0889, lrp) 931818-932312 (+)),
 (Complex (#10818):  None, Gene: (b0889, lrp) 931818-932312 (+)),
 (Complex (#10820):  None, Gene: (b0889, lrp) 931818-932312 (+)),
 (Complex (#10947):  None, Gene: (b0889, lrp) 931818-932312 (+)),
 (Complex (#11108):  None, Gene: (b0889, lrp) 931818-932312 (+)),
 (Complex (#11109):  None, Gene: (b0889, lrp) 931818-932312 (+)),
 (Complex (#11110):  None, Gene: (b0889, lrp) 931818-932312 (+)),
 (Complex (#11188):  None, Gene: (b0889, lrp) 931818-932312 (+)),
 (Complex (#11189):  None, Gene: (b0889, lrp) 931818-932312 (+)),
 (Complex (#11190):  None, Gene: (b0889, lrp) 931818-932312 (+)),
 (Complex (#11191):  None, Gene: (b0889, lrp) 931818-932312 (+)),
 (Complex (#11192):  None, Gene: (b0889, lrp) 931818-932312 (+)),
 (Complex (#11195):  None, Gene: (b0889, lrp) 931818-932312 (+)),
 (Complex (#11196):  None, Gene: (b0889, lrp) 931818-932312 (+)),
 (Complex (#11197):  None, Gene: (b0889, lrp) 931818-932312 (+)),
 (Complex (#11201):  None, Gene: (b0889, lrp) 931818-932312 (+)),
 (Complex (#11202):  None, Gene: (b0889, lrp) 931818-932312 (+)),
 (Complex (#11204):  None, Gene: (b0889, lrp) 931818-932312 (+)),
 (Complex (#11205):  None, Gene: (b0889, lrp) 931818-932312 (+)),
 (Complex (#11206):  None, Gene: (b0889, lrp) 931818-932312 (+)),
 (Complex (#11207):  None, Gene: (b0889, lrp) 931818-932312 (+)),
 (Complex (#11253):  None, Gene: (b0889, lrp) 931818-932312 (+)),
 (Complex (#11254):  None, Gene: (b0889, lrp) 931818-932312 (+)),
 (Complex (#11346):  None, Gene: (b0889, lrp) 931818-932312 (+)),
 (Complex (#11347):  None, Gene: (b0889, lrp) 931818-932312 (+)),
 (Complex (#11425):  None, Gene: (b0889, lrp) 931818-932312 (+)),
 (Complex (#11426):  None, Gene: (b0889, lrp) 931818-932312 (+)),
 (Complex (#11428):  None, Gene: (b0889, lrp) 931818-932312 (+)),
 (Complex (#8805):  None, Gene: (b1013, rutR) 1073465-1074103 (+)),
 (Complex (#8806):  None, Gene: (b1013, rutR) 1073465-1074103 (+)),
 (Complex (#11245):  None, Gene: (b1013, rutR) 1073465-1074103 (+)),
 (Complex (#11246):  None, Gene: (b1013, rutR) 1073465-1074103 (+)),
 (Complex (#11247):  None, Gene: (b1013, rutR) 1073465-1074103 (+)),
 (Complex (#11248):  None, Gene: (b1013, rutR) 1073465-1074103 (+)),
 (Complex (#9101):  None, Gene: (b1187, fadR) 1234161-1234880 (+)),
 (Complex (#10057):  None, Gene: (b1187, fadR) 1234161-1234880 (+)),
 (Complex (#10152):  None, Gene: (b1187, fadR) 1234161-1234880 (+)),
 (Complex (#10153):  None, Gene: (b1187, fadR) 1234161-1234880 (+)),
 (Complex (#10162):  None, Gene: (b1187, fadR) 1234161-1234880 (+)),
 (Complex (#10165):  None, Gene: (b1187, fadR) 1234161-1234880 (+)),
 (Complex (#10325):  None, Gene: (b1187, fadR) 1234161-1234880 (+)),
 (Complex (#10510):  None, Gene: (b1187, fadR) 1234161-1234880 (+)),
 (Complex (#10511):  None, Gene: (b1187, fadR) 1234161-1234880 (+)),
 (Complex (#10884):  None, Gene: (b1187, fadR) 1234161-1234880 (+)),
 (Complex (#11073):  None, Gene: (b1187, fadR) 1234161-1234880 (+)),
 (Complex (#11085):  None, Gene: (b1187, fadR) 1234161-1234880 (+)),
 (Complex (#11296):  None, Gene: (b1187, fadR) 1234161-1234880 (+)),
 (Complex (#11330):  None, Gene: (b1187, fadR) 1234161-1234880 (+)),
 (Complex (#11514):  None, Gene: (b1187, fadR) 1234161-1234880 (+)),
 (Complex (#9553):  None, Gene: (b1299, puuR) 1359935-1360492 (+)),
 (Complex (#10497):  None, Gene: (b1299, puuR) 1359935-1360492 (+)),
 (Complex (#10981):  None, Gene: (b1299, puuR) 1359935-1360492 (+)),
 (Complex (#10982):  None, Gene: (b1299, puuR) 1359935-1360492 (+)),
 (Complex (#11316):  None, Gene: (b1299, puuR) 1359935-1360492 (+)),
 (Complex (#11317):  None, Gene: (b1299, puuR) 1359935-1360492 (+)),
 (Complex (#11318):  None, Gene: (b1299, puuR) 1359935-1360492 (+)),
 (Complex (#11319):  None, Gene: (b1299, puuR) 1359935-1360492 (+)),
 (Complex (#9029):  None, Gene: (b1323, tyrR) 1384744-1386285 (+)),
 (Complex (#9405):  None, Gene: (b1323, tyrR) 1384744-1386285 (+)),
 (Complex (#9406):  None, Gene: (b1323, tyrR) 1384744-1386285 (+)),
 (Complex (#9710):  None, Gene: (b1328, ycjZ) 1390015-1390914 (+)),
 (Complex (#9991):  None, Gene: (b1450, mcbR) 1518286-1518951 (+)),
 (Complex (#9992):  None, Gene: (b1450, mcbR) 1518286-1518951 (+)),
 (Complex (#8886):  None, Gene: (b1531, marA) 1617598-1617981 (+)),
 (Complex (#8915):  None, Gene: (b1531, marA) 1617598-1617981 (+)),
 (Complex (#9231):  None, Gene: (b1531, marA) 1617598-1617981 (+)),
 (Complex (#9526):  None, Gene: (b1531, marA) 1617598-1617981 (+)),
 (Complex (#9395):  None, Gene: (b1531, marA) 1617598-1617981 (+)),
 (Complex (#10024):  None, Gene: (b1531, marA) 1617598-1617981 (+)),
 (Complex (#10045):  None, Gene: (b1531, marA) 1617598-1617981 (+)),
 (Complex (#10047):  None, Gene: (b1531, marA) 1617598-1617981 (+)),
 (Complex (#9630):  None, Gene: (b1531, marA) 1617598-1617981 (+)),
 (Complex (#9663):  None, Gene: (b1531, marA) 1617598-1617981 (+)),
 (Complex (#10231):  None, Gene: (b1531, marA) 1617598-1617981 (+)),
 (Complex (#10351):  None, Gene: (b1531, marA) 1617598-1617981 (+)),
 (Complex (#10363):  None, Gene: (b1531, marA) 1617598-1617981 (+)),
 (Complex (#10480):  None, Gene: (b1531, marA) 1617598-1617981 (+)),
 (Complex (#10538):  None, Gene: (b1531, marA) 1617598-1617981 (+)),
 (Complex (#10567):  None, Gene: (b1531, marA) 1617598-1617981 (+)),
 (Complex (#10623):  None, Gene: (b1531, marA) 1617598-1617981 (+)),
 (Complex (#10629):  None, Gene: (b1531, marA) 1617598-1617981 (+)),
 (Complex (#10684):  None, Gene: (b1531, marA) 1617598-1617981 (+)),
 (Complex (#10867):  None, Gene: (b1531, marA) 1617598-1617981 (+)),
 (Complex (#10940):  None, Gene: (b1531, marA) 1617598-1617981 (+)),
 (Complex (#11171):  None, Gene: (b1531, marA) 1617598-1617981 (+)),
 (Complex (#11301):  None, Gene: (b1531, marA) 1617598-1617981 (+)),
 (Complex (#11560):  None, Gene: (b1531, marA) 1617598-1617981 (+)),
 (Complex (#9060):  None, Gene: (b1540, ydfH) 1626376-1627062 (+)),
 (Complex (#8858):  None, Gene: (b1570, dicA) 1645958-1646365 (+)),
 (Complex (#9711):  None, Gene: (b1570, dicA) 1645958-1646365 (+)),
 (Complex (#10350):  None, Gene: (b1649, nemR) 1724047-1724646 (+)),
 (Complex (#10076):  None, Gene: (b2127, mlrA) 2212888-2213619 (+)),
 (Complex (#10077):  None, Gene: (b2127, mlrA) 2212888-2213619 (+)),
 (Complex (#10080):  None, Gene: (b2127, mlrA) 2212888-2213619 (+)),
 (Complex (#10081):  None, Gene: (b2127, mlrA) 2212888-2213619 (+)),
 (Complex (#9354):  None, Gene: (b2217, rcsB) 2314199-2314849 (+)),
 (Complex (#9355):  None, Gene: (b2217, rcsB) 2314199-2314849 (+)),
 (Complex (#10984):  None, Gene: (b2217, rcsB) 2314199-2314849 (+)),
 (Complex (#11148):  None, Gene: (b2217, rcsB) 2314199-2314849 (+)),
 (Complex (#11256):  None, Gene: (b2217, rcsB) 2314199-2314849 (+)),
 (Complex (#11262):  None, Gene: (b2217, rcsB) 2314199-2314849 (+)),
 (Complex (#11278):  None, Gene: (b2217, rcsB) 2314199-2314849 (+)),
 (Complex (#11475):  None, Gene: (b2217, rcsB) 2314199-2314849 (+)),
 (Complex (#9717):  None, Gene: (b2381, ypdB) 2498405-2499139 (+)),
 (Complex (#10554):  None, Gene: (b2381, ypdB) 2498405-2499139 (+)),
 (Complex (#9744):  None, Gene: (b2491, hyfR) 2609922-2611934 (+)),
 (Complex (#9048):  None, Gene: (b2837, galR) 2974621-2975652 (+)),
 (Complex (#9053):  None, Gene: (b2837, galR) 2974621-2975652 (+)),
 (Complex (#9853):  None, Gene: (b2837, galR) 2974621-2975652 (+)),
 (Complex (#10398):  None, Gene: (b2837, galR) 2974621-2975652 (+)),
 (Complex (#10399):  None, Gene: (b2837, galR) 2974621-2975652 (+)),
 (Complex (#10457):  None, Gene: (b2837, galR) 2974621-2975652 (+)),
 (Complex (#10461):  None, Gene: (b2837, galR) 2974621-2975652 (+)),
 (Complex (#10556):  None, Gene: (b2837, galR) 2974621-2975652 (+)),
 (Complex (#10559):  None, Gene: (b2837, galR) 2974621-2975652 (+)),
 (Complex (#10145):  None, Gene: (b3025, qseB) 3167850-3168509 (+)),
 (Complex (#10929):  None, Gene: (b3025, qseB) 3167850-3168509 (+)),
 (Complex (#8770):  None, Gene: (b3071, yqjI) 3214801-3215424 (+)),
 (Complex (#8828):  None, Gene: (b3071, yqjI) 3214801-3215424 (+)),
 (Complex (#8929):  None, Gene: (b3094, exuR) 3244674-3245450 (+)),
 (Complex (#9286):  None, Gene: (b3094, exuR) 3244674-3245450 (+)),
 (Complex (#9288):  None, Gene: (b3094, exuR) 3244674-3245450 (+)),
 (Complex (#9039):  None, Gene: (b3094, exuR) 3244674-3245450 (+)),
 (Complex (#9776):  None, Gene: (b3094, exuR) 3244674-3245450 (+)),
 (Complex (#9777):  None, Gene: (b3094, exuR) 3244674-3245450 (+)),
 (Complex (#10357):  None, Gene: (b3094, exuR) 3244674-3245450 (+)),
 (Complex (#10359):  None, Gene: (b3094, exuR) 3244674-3245450 (+)),
 (Complex (#10829):  None, Gene: (b3094, exuR) 3244674-3245450 (+)),
 (Complex (#10966):  None, Gene: (b3094, exuR) 3244674-3245450 (+)),
 (Complex (#11251):  None, Gene: (b3094, exuR) 3244674-3245450 (+)),
 (Complex (#10521):  None, Gene: (b3119, tdcR) 3265402-3265620 (+)),
 (Complex (#8807):  None, Gene: (b3261, fis) 3409293-3409589 (+)),
 (Complex (#8808):  None, Gene: (b3261, fis) 3409293-3409589 (+)),
 (Complex (#9027):  None, Gene: (b3261, fis) 3409293-3409589 (+)),
 (Complex (#9028):  None, Gene: (b3261, fis) 3409293-3409589 (+)),
 (Complex (#9708):  None, Gene: (b3261, fis) 3409293-3409589 (+)),
 (Complex (#11031):  None, Gene: (b3261, fis) 3409293-3409589 (+)),
 (Complex (#11032):  None, Gene: (b3261, fis) 3409293-3409589 (+)),
 (Complex (#11037):  None, Gene: (b3261, fis) 3409293-3409589 (+)),
 (Complex (#11435):  None, Gene: (b3261, fis) 3409293-3409589 (+)),
 (Complex (#11436):  None, Gene: (b3261, fis) 3409293-3409589 (+)),
 (Complex (#11437):  None, Gene: (b3261, fis) 3409293-3409589 (+)),
 (Complex (#11438):  None, Gene: (b3261, fis) 3409293-3409589 (+)),
 (Complex (#11439):  None, Gene: (b3261, fis) 3409293-3409589 (+)),
 (Complex (#10263):  None, Gene: (b3512, gadE) 3656389-3656916 (+)),
 (Complex (#10264):  None, Gene: (b3512, gadE) 3656389-3656916 (+)),
 (Complex (#10265):  None, Gene: (b3512, gadE) 3656389-3656916 (+)),
 (Complex (#10353):  None, Gene: (b3512, gadE) 3656389-3656916 (+)),
 (Complex (#10882):  None, Gene: (b3512, gadE) 3656389-3656916 (+)),
 (Complex (#11088):  None, Gene: (b3512, gadE) 3656389-3656916 (+)),
 (Complex (#8996):  None, Gene: (b3556, cspA) 3718072-3718284 (+)),
 (Complex (#8997):  None, Gene: (b3556, cspA) 3718072-3718284 (+)),
 (Complex (#8998):  None, Gene: (b3556, cspA) 3718072-3718284 (+)),
 (Complex (#8822):  None, Gene: (b3604, lldR) 3777077-3777853 (+)),
 (Complex (#9709):  None, Gene: (b3604, lldR) 3777077-3777853 (+)),
 (Complex (#10058):  None, Gene: (b3753, rbsR) 3936250-3937242 (+)),
 (Complex (#10702):  None, Gene: (b3753, rbsR) 3936250-3937242 (+)),
 (Complex (#8891):  None, Gene: (b3905, rhaS) 4095759-4096595 (+)),
 (Complex (#9950):  None, Gene: (b3905, rhaS) 4095759-4096595 (+)),
 (Complex (#8839):  None, Gene: (b3961, oxyR) 4156513-4157430 (+)),
 (Complex (#8841):  None, Gene: (b3961, oxyR) 4156513-4157430 (+)),
 (Complex (#8842):  None, Gene: (b3961, oxyR) 4156513-4157430 (+)),
 (Complex (#9010):  None, Gene: (b3961, oxyR) 4156513-4157430 (+)),
 (Complex (#9013):  None, Gene: (b3961, oxyR) 4156513-4157430 (+)),
 (Complex (#9779):  None, Gene: (b3961, oxyR) 4156513-4157430 (+)),
 (Complex (#10027):  None, Gene: (b3961, oxyR) 4156513-4157430 (+)),
 (Complex (#9814):  None, Gene: (b3961, oxyR) 4156513-4157430 (+)),
 (Complex (#9835):  None, Gene: (b3961, oxyR) 4156513-4157430 (+)),
 (Complex (#9844):  None, Gene: (b3961, oxyR) 4156513-4157430 (+)),
 (Complex (#9847):  None, Gene: (b3961, oxyR) 4156513-4157430 (+)),
 (Complex (#10139):  None, Gene: (b3961, oxyR) 4156513-4157430 (+)),
 (Complex (#10274):  None, Gene: (b3961, oxyR) 4156513-4157430 (+)),
 (Complex (#10275):  None, Gene: (b3961, oxyR) 4156513-4157430 (+)),
 (Complex (#10276):  None, Gene: (b3961, oxyR) 4156513-4157430 (+)),
 (Complex (#10277):  None, Gene: (b3961, oxyR) 4156513-4157430 (+)),
 (Complex (#10278):  None, Gene: (b3961, oxyR) 4156513-4157430 (+)),
 (Complex (#10279):  None, Gene: (b3961, oxyR) 4156513-4157430 (+)),
 (Complex (#10280):  None, Gene: (b3961, oxyR) 4156513-4157430 (+)),
 (Complex (#10281):  None, Gene: (b3961, oxyR) 4156513-4157430 (+)),
 (Complex (#10282):  None, Gene: (b3961, oxyR) 4156513-4157430 (+)),
 (Complex (#10283):  None, Gene: (b3961, oxyR) 4156513-4157430 (+)),
 (Complex (#10387):  None, Gene: (b3961, oxyR) 4156513-4157430 (+)),
 (Complex (#10423):  None, Gene: (b3961, oxyR) 4156513-4157430 (+)),
 (Complex (#10788):  None, Gene: (b3961, oxyR) 4156513-4157430 (+)),
 (Complex (#10821):  None, Gene: (b3961, oxyR) 4156513-4157430 (+)),
 (Complex (#11095):  None, Gene: (b3961, oxyR) 4156513-4157430 (+)),
 (Complex (#11096):  None, Gene: (b3961, oxyR) 4156513-4157430 (+)),
 (Complex (#11097):  None, Gene: (b3961, oxyR) 4156513-4157430 (+)),
 (Complex (#11098):  None, Gene: (b3961, oxyR) 4156513-4157430 (+)),
 (Complex (#11099):  None, Gene: (b3961, oxyR) 4156513-4157430 (+)),
 (Complex (#11112):  None, Gene: (b3961, oxyR) 4156513-4157430 (+)),
 (Complex (#11433):  None, Gene: (b3961, oxyR) 4156513-4157430 (+)),
 (Complex (#11434):  None, Gene: (b3961, oxyR) 4156513-4157430 (+)),
 (Complex (#11440):  None, Gene: (b3961, oxyR) 4156513-4157430 (+)),
 (Complex (#11441):  None, Gene: (b3961, oxyR) 4156513-4157430 (+)),
 (Complex (#11593):  None, Gene: (b3961, oxyR) 4156513-4157430 (+)),
 (Complex (#11594):  None, Gene: (b3961, oxyR) 4156513-4157430 (+)),
 (Complex (#11595):  None, Gene: (b3961, oxyR) 4156513-4157430 (+)),
 (Complex (#11596):  None, Gene: (b3961, oxyR) 4156513-4157430 (+)),
 (Complex (#11597):  None, Gene: (b3961, oxyR) 4156513-4157430 (+)),
 (Complex (#11598):  None, Gene: (b3961, oxyR) 4156513-4157430 (+)),
 (Complex (#10326):  None, Gene: (b3963, fabR) 4159090-4159794 (+)),
 (Complex (#11143):  None, Gene: (b3963, fabR) 4159090-4159794 (+)),
 (Complex (#9496):  None, Gene: (b4063, soxR) 4275492-4275956 (+)),
 (Complex (#9986):  None, Gene: (b4063, soxR) 4275492-4275956 (+)),
 (Complex (#9284):  None, Gene: (b4324, uxuR) 4552599-4553372 (+)),
 (Complex (#9285):  None, Gene: (b4324, uxuR) 4552599-4553372 (+)),
 (Complex (#9612):  None, Gene: (b4324, uxuR) 4552599-4553372 (+)),
 (Complex (#9613):  None, Gene: (b4324, uxuR) 4552599-4553372 (+)),
 (Complex (#10356):  None, Gene: (b4324, uxuR) 4552599-4553372 (+)),
 (Complex (#10358):  None, Gene: (b4324, uxuR) 4552599-4553372 (+)),
 (Complex (#10963):  None, Gene: (b4324, uxuR) 4552599-4553372 (+)),
 (Complex (#10964):  None, Gene: (b4324, uxuR) 4552599-4553372 (+)),
 (Complex (#11167):  None, Gene: (b4324, uxuR) 4552599-4553372 (+)),
 (Complex (#11168):  None, Gene: (b4324, uxuR) 4552599-4553372 (+)),
 (Complex (#8905):  None, Gene: (b0069, sgrR) 75644-77299 (-)),
 (Complex (#9232):  None, Gene: (b0069, sgrR) 75644-77299 (-)),
 (Complex (#9233):  None, Gene: (b0069, sgrR) 75644-77299 (-)),
 (Complex (#10128):  None, Gene: (b0313, betI) 327971-328558 (-)),
 (Complex (#10130):  None, Gene: (b0313, betI) 327971-328558 (-)),
 (Complex (#10018):  None, Gene: (b0338, cynR) 357015-357914 (-)),
 (Complex (#10906):  None, Gene: (b0338, cynR) 357015-357914 (-)),
 (Complex (#9118):  None, Gene: (b0345, lacI) 365652-366734 (-)),
 (Complex (#9827):  None, Gene: (b0345, lacI) 365652-366734 (-)),
 (Complex (#9828):  None, Gene: (b0345, lacI) 365652-366734 (-)),
 (Complex (#11216):  None, Gene: (b0571, cusR) 593983-594666 (-)),
 (Complex (#11217):  None, Gene: (b0571, cusR) 593983-594666 (-)),
 (Complex (#8962):  None, Gene: (b0676, nagC) 699597-700817 (-)),
 (Complex (#8963):  None, Gene: (b0676, nagC) 699597-700817 (-)),
 (Complex (#8824):  None, Gene: (b0676, nagC) 699597-700817 (-)),
 (Complex (#8827):  None, Gene: (b0676, nagC) 699597-700817 (-)),
 (Complex (#9163):  None, Gene: (b0676, nagC) 699597-700817 (-)),
 (Complex (#9191):  None, Gene: (b0676, nagC) 699597-700817 (-)),
 (Complex (#9192):  None, Gene: (b0676, nagC) 699597-700817 (-)),
 (Complex (#9040):  None, Gene: (b0676, nagC) 699597-700817 (-)),
 (Complex (#9042):  None, Gene: (b0676, nagC) 699597-700817 (-)),
 (Complex (#9043):  None, Gene: (b0676, nagC) 699597-700817 (-)),
 (Complex (#9044):  None, Gene: (b0676, nagC) 699597-700817 (-)),
 (Complex (#9045):  None, Gene: (b0676, nagC) 699597-700817 (-)),
 (Complex (#9046):  None, Gene: (b0676, nagC) 699597-700817 (-)),
 (Complex (#9577):  None, Gene: (b0676, nagC) 699597-700817 (-)),
 (Complex (#9578):  None, Gene: (b0676, nagC) 699597-700817 (-)),
 (Complex (#9107):  None, Gene: (b0676, nagC) 699597-700817 (-)),
 (Complex (#9110):  None, Gene: (b0676, nagC) 699597-700817 (-)),
 (Complex (#9432):  None, Gene: (b0676, nagC) 699597-700817 (-)),
 (Complex (#9435):  None, Gene: (b0676, nagC) 699597-700817 (-)),
 (Complex (#9673):  None, Gene: (b0676, nagC) 699597-700817 (-)),
 (Complex (#9674):  None, Gene: (b0676, nagC) 699597-700817 (-)),
 (Complex (#10178):  None, Gene: (b0676, nagC) 699597-700817 (-)),
 (Complex (#10179):  None, Gene: (b0676, nagC) 699597-700817 (-)),
 (Complex (#10295):  None, Gene: (b0676, nagC) 699597-700817 (-)),
 (Complex (#10435):  None, Gene: (b0676, nagC) 699597-700817 (-)),
 (Complex (#10446):  None, Gene: (b0676, nagC) 699597-700817 (-)),
 (Complex (#10777):  None, Gene: (b0676, nagC) 699597-700817 (-)),
 (Complex (#9919):  None, Gene: (b0840, deoR) 881199-881957 (-)),
 (Complex (#9920):  None, Gene: (b0840, deoR) 881199-881957 (-)),
 (Complex (#9922):  None, Gene: (b0840, deoR) 881199-881957 (-)),
 (Complex (#10109):  None, Gene: (b0840, deoR) 881199-881957 (-)),
 (Complex (#10741):  None, Gene: (b0840, deoR) 881199-881957 (-)),
 (Complex (#11328):  None, Gene: (b0840, deoR) 881199-881957 (-)),
 (Complex (#11331):  None, Gene: (b0840, deoR) 881199-881957 (-)),
 (Complex (#8947):  None, Gene: (b1014, putA) 1074143-1078105 (-)),
 (Complex (#10226):  None, Gene: (b1014, putA) 1074143-1078105 (-)),
 (Complex (#10228):  None, Gene: (b1014, putA) 1074143-1078105 (-)),
 (Complex (#11548):  None, Gene: (b1014, putA) 1074143-1078105 (-)),
 (Complex (#11559):  None, Gene: (b1014, putA) 1074143-1078105 (-)),
 (Complex (#9141):  None, Gene: (b1040, csgD) 1101769-1102419 (-)),
 (Complex (#9486):  None, Gene: (b1040, csgD) 1101769-1102419 (-)),
 (Complex (#9487):  None, Gene: (b1040, csgD) 1101769-1102419 (-)),
 (Complex (#9488):  None, Gene: (b1040, csgD) 1101769-1102419 (-)),
 (Complex (#9489):  None, Gene: (b1040, csgD) 1101769-1102419 (-)),
 (Complex (#9490):  None, Gene: (b1040, csgD) 1101769-1102419 (-)),
 (Complex (#9491):  None, Gene: (b1040, csgD) 1101769-1102419 (-)),
 (Complex (#9492):  None, Gene: (b1040, csgD) 1101769-1102419 (-)),
 (Complex (#9493):  None, Gene: (b1040, csgD) 1101769-1102419 (-)),
 (Complex (#9494):  None, Gene: (b1040, csgD) 1101769-1102419 (-)),
 (Complex (#9495):  None, Gene: (b1040, csgD) 1101769-1102419 (-)),
 (Complex (#9658):  None, Gene: (b1040, csgD) 1101769-1102419 (-)),
 (Complex (#9659):  None, Gene: (b1040, csgD) 1101769-1102419 (-)),
 (Complex (#9660):  None, Gene: (b1040, csgD) 1101769-1102419 (-)),
 (Complex (#9700):  None, Gene: (b1040, csgD) 1101769-1102419 (-)),
 (Complex (#9703):  None, Gene: (b1040, csgD) 1101769-1102419 (-)),
 (Complex (#10590):  None, Gene: (b1040, csgD) 1101769-1102419 (-)),
 (Complex (#10936):  None, Gene: (b1040, csgD) 1101769-1102419 (-)),
 (Complex (#10937):  None, Gene: (b1040, csgD) 1101769-1102419 (-)),
 (Complex (#10938):  None, Gene: (b1040, csgD) 1101769-1102419 (-)),
 (Complex (#10939):  None, Gene: (b1040, csgD) 1101769-1102419 (-)),
 (Complex (#11025):  None, Gene: (b1040, csgD) 1101769-1102419 (-)),
 (Complex (#11026):  None, Gene: (b1040, csgD) 1101769-1102419 (-)),
 (Complex (#11027):  None, Gene: (b1040, csgD) 1101769-1102419 (-)),
 (Complex (#11028):  None, Gene: (b1040, csgD) 1101769-1102419 (-)),
 (Complex (#8773):  None, Gene: (b1237, hns) 1291732-1292145 (-)),
 (Complex (#8893):  None, Gene: (b1237, hns) 1291732-1292145 (-)),
 (Complex (#9159):  None, Gene: (b1237, hns) 1291732-1292145 (-)),
 (Complex (#9190):  None, Gene: (b1237, hns) 1291732-1292145 (-)),
 (Complex (#9207):  None, Gene: (b1237, hns) 1291732-1292145 (-)),
 (Complex (#9209):  None, Gene: (b1237, hns) 1291732-1292145 (-)),
 (Complex (#9211):  None, Gene: (b1237, hns) 1291732-1292145 (-)),
 (Complex (#9026):  None, Gene: (b1237, hns) 1291732-1292145 (-)),
 (Complex (#9049):  None, Gene: (b1237, hns) 1291732-1292145 (-)),
 (Complex (#9050):  None, Gene: (b1237, hns) 1291732-1292145 (-)),
 (Complex (#9055):  None, Gene: (b1237, hns) 1291732-1292145 (-)),
 (Complex (#9056):  None, Gene: (b1237, hns) 1291732-1292145 (-)),
 (Complex (#9344):  None, Gene: (b1237, hns) 1291732-1292145 (-)),
 (Complex (#9345):  None, Gene: (b1237, hns) 1291732-1292145 (-)),
 (Complex (#9713):  None, Gene: (b1237, hns) 1291732-1292145 (-)),
 (Complex (#9714):  None, Gene: (b1237, hns) 1291732-1292145 (-)),
 (Complex (#9723):  None, Gene: (b1237, hns) 1291732-1292145 (-)),
 (Complex (#9724):  None, Gene: (b1237, hns) 1291732-1292145 (-)),
 (Complex (#9731):  None, Gene: (b1237, hns) 1291732-1292145 (-)),
 (Complex (#10023):  None, Gene: (b1237, hns) 1291732-1292145 (-)),
 (Complex (#9829):  None, Gene: (b1237, hns) 1291732-1292145 (-)),
 (Complex (#9657):  None, Gene: (b1237, hns) 1291732-1292145 (-)),
 (Complex (#9993):  None, Gene: (b1237, hns) 1291732-1292145 (-)),
 (Complex (#10194):  None, Gene: (b1237, hns) 1291732-1292145 (-)),
 (Complex (#10196):  None, Gene: (b1237, hns) 1291732-1292145 (-)),
 (Complex (#10198):  None, Gene: (b1237, hns) 1291732-1292145 (-)),
 (Complex (#10199):  None, Gene: (b1237, hns) 1291732-1292145 (-)),
 (Complex (#10248):  None, Gene: (b1237, hns) 1291732-1292145 (-)),
 (Complex (#10249):  None, Gene: (b1237, hns) 1291732-1292145 (-)),
 (Complex (#10250):  None, Gene: (b1237, hns) 1291732-1292145 (-)),
 (Complex (#10343):  None, Gene: (b1237, hns) 1291732-1292145 (-)),
 (Complex (#10344):  None, Gene: (b1237, hns) 1291732-1292145 (-)),
 (Complex (#10406):  None, Gene: (b1237, hns) 1291732-1292145 (-)),
 (Complex (#10853):  None, Gene: (b1237, hns) 1291732-1292145 (-)),
 (Complex (#10864):  None, Gene: (b1237, hns) 1291732-1292145 (-)),
 (Complex (#10865):  None, Gene: (b1237, hns) 1291732-1292145 (-)),
 (Complex (#11111):  None, Gene: (b1237, hns) 1291732-1292145 (-)),
 (Complex (#11115):  None, Gene: (b1237, hns) 1291732-1292145 (-)),
 (Complex (#11116):  None, Gene: (b1237, hns) 1291732-1292145 (-)),
 (Complex (#11118):  None, Gene: (b1237, hns) 1291732-1292145 (-)),
 (Complex (#11233):  None, Gene: (b1237, hns) 1291732-1292145 (-)),
 (Complex (#11234):  None, Gene: (b1237, hns) 1291732-1292145 (-)),
 (Complex (#11235):  None, Gene: (b1237, hns) 1291732-1292145 (-)),
 (Complex (#11236):  None, Gene: (b1237, hns) 1291732-1292145 (-)),
 (Complex (#11237):  None, Gene: (b1237, hns) 1291732-1292145 (-)),
 (Complex (#11238):  None, Gene: (b1237, hns) 1291732-1292145 (-)),
 (Complex (#11239):  None, Gene: (b1237, hns) 1291732-1292145 (-)),
 (Complex (#11240):  None, Gene: (b1237, hns) 1291732-1292145 (-)),
 (Complex (#11241):  None, Gene: (b1237, hns) 1291732-1292145 (-)),
 (Complex (#11242):  None, Gene: (b1237, hns) 1291732-1292145 (-)),
 (Complex (#11297):  None, Gene: (b1237, hns) 1291732-1292145 (-)),
 (Complex (#11490):  None, Gene: (b1237, hns) 1291732-1292145 (-)),
 (Complex (#11491):  None, Gene: (b1237, hns) 1291732-1292145 (-)),
 (Complex (#11495):  None, Gene: (b1237, hns) 1291732-1292145 (-)),
 (Complex (#11496):  None, Gene: (b1237, hns) 1291732-1292145 (-)),
 (Complex (#9425):  None, Gene: (b1303, pspF) 1364959-1365936 (-)),
 (Complex (#9427):  None, Gene: (b1303, pspF) 1364959-1365936 (-)),
 (Complex (#10268):  None, Gene: (b1303, pspF) 1364959-1365936 (-)),
 (Complex (#11212):  None, Gene: (b1303, pspF) 1364959-1365936 (-)),
 (Complex (#11215):  None, Gene: (b1303, pspF) 1364959-1365936 (-)),
 (Complex (#9015):  None, Gene: (b1384, feaR) 1444402-1445307 (-)),
 (Complex (#9016):  None, Gene: (b1384, feaR) 1444402-1445307 (-)),
 (Complex (#11059):  None, Gene: (b1384, feaR) 1444402-1445307 (-)),
 (Complex (#11528):  None, Gene: (b1384, feaR) 1444402-1445307 (-)),
 (Complex (#9358):  None, Gene: (b1508, hipB) 1590200-1590466 (-)),
 (Complex (#9359):  None, Gene: (b1508, hipB) 1590200-1590466 (-)),
 (Complex (#9360):  None, Gene: (b1508, hipB) 1590200-1590466 (-)),
 (Complex (#9361):  None, Gene: (b1508, hipB) 1590200-1590466 (-)),
 (Complex (#9208):  None, Gene: (b1594, dgsA) 1665368-1666588 (-)),
 (Complex (#9343):  None, Gene: (b1594, dgsA) 1665368-1666588 (-)),
 (Complex (#9108):  None, Gene: (b1594, dgsA) 1665368-1666588 (-)),
 (Complex (#9109):  None, Gene: (b1594, dgsA) 1665368-1666588 (-)),
 (Complex (#10324):  None, Gene: (b1594, dgsA) 1665368-1666588 (-)),
 (Complex (#11119):  None, Gene: (b1594, dgsA) 1665368-1666588 (-)),
 (Complex (#11121):  None, Gene: (b1594, dgsA) 1665368-1666588 (-)),
 (Complex (#11460):  None, Gene: (b1594, dgsA) 1665368-1666588 (-)),
 (Complex (#10498):  None, Gene: (b1618, uidR) 1694486-1695076 (-)),
 (Complex (#9862):  None, Gene: (b1620, malI) 1696176-1697204 (-)),
 (Complex (#10442):  None, Gene: (b1620, malI) 1696176-1697204 (-)),
 (Complex (#10032):  None, Gene: (b1642, slyA) 1718414-1718848 (-)),
 (Complex (#10033):  None, Gene: (b1642, slyA) 1718414-1718848 (-)),
 (Complex (#10034):  None, Gene: (b1642, slyA) 1718414-1718848 (-)),
 (Complex (#10035):  None, Gene: (b1642, slyA) 1718414-1718848 (-)),
 (Complex (#10859):  None, Gene: (b1642, slyA) 1718414-1718848 (-)),
 (Complex (#10860):  None, Gene: (b1642, slyA) 1718414-1718848 (-)),
 (Complex (#8912):  None, Gene: (b1735, chbR) 1816629-1817471 (-)),
 (Complex (#9734):  None, Gene: (b1735, chbR) 1816629-1817471 (-)),
 (Complex (#8855):  None, Gene: (b1827, kdgR) 1907332-1908123 (-)),
 (Complex (#10082):  None, Gene: (b1827, kdgR) 1907332-1908123 (-)),
 (Complex (#9984):  None, Gene: (b1916, sdiA) 1994134-1994856 (-)),
 (Complex (#9985):  None, Gene: (b1916, sdiA) 1994134-1994856 (-)),
 (Complex (#9987):  None, Gene: (b1916, sdiA) 1994134-1994856 (-)),
 (Complex (#10212):  None, Gene: (b1916, sdiA) 1994134-1994856 (-)),
 (Complex (#11100):  None, Gene: (b1916, sdiA) 1994134-1994856 (-)),
 (Complex (#8949):  None, Gene: (b1987, cbl) 2057988-2058938 (-)),
 (Complex (#9605):  None, Gene: (b1987, cbl) 2057988-2058938 (-)),
 (Complex (#9280):  None, Gene: (b1988, nac) 2059040-2059957 (-)),
 (Complex (#9282):  None, Gene: (b1988, nac) 2059040-2059957 (-)),
 (Complex (#9096):  None, Gene: (b1988, nac) 2059040-2059957 (-)),
 (Complex (#9097):  None, Gene: (b1988, nac) 2059040-2059957 (-)),
 (Complex (#9106):  None, Gene: (b1988, nac) 2059040-2059957 (-)),
 (Complex (#9810):  None, Gene: (b1988, nac) 2059040-2059957 (-)),
 (Complex (#9811):  None, Gene: (b1988, nac) 2059040-2059957 (-)),
 (Complex (#11048):  None, Gene: (b1988, nac) 2059040-2059957 (-)),
 (Complex (#11058):  None, Gene: (b1988, nac) 2059040-2059957 (-)),
 (Complex (#11306):  None, Gene: (b1988, nac) 2059040-2059957 (-)),
 (Complex (#11374):  None, Gene: (b1988, nac) 2059040-2059957 (-)),
 (Complex (#11379):  None, Gene: (b1988, nac) 2059040-2059957 (-)),
 (Complex (#11380):  None, Gene: (b1988, nac) 2059040-2059957 (-)),
 (Complex (#11587):  None, Gene: (b1988, nac) 2059040-2059957 (-)),
 (Complex (#9119):  None, Gene: (b2105, rcnR) 2183546-2183818 (-)),
 (Complex (#9996):  None, Gene: (b2105, rcnR) 2183546-2183818 (-)),
 (Complex (#10135):  None, Gene: (b2105, rcnR) 2183546-2183818 (-)),
 (Complex (#10138):  None, Gene: (b2105, rcnR) 2183546-2183818 (-)),
 (Complex (#11370):  None, Gene: (b2125, yehT) 2210265-2210984 (-)),
 (Complex (#9051):  None, Gene: (b2151, galS) 2238650-2239690 (-)),
 (Complex (#10390):  None, Gene: (b2151, galS) 2238650-2239690 (-)),
 (Complex (#10391):  None, Gene: (b2151, galS) 2238650-2239690 (-)),
 (Complex (#10462):  None, Gene: (b2151, galS) 2238650-2239690 (-)),
 (Complex (#10464):  None, Gene: (b2151, galS) 2238650-2239690 (-)),
 (Complex (#10555):  None, Gene: (b2151, galS) 2238650-2239690 (-)),
 (Complex (#10560):  None, Gene: (b2151, galS) 2238650-2239690 (-)),
 (Complex (#10986):  None, Gene: (b2151, galS) 2238650-2239690 (-)),
 (Complex (#11140):  None, Gene: (b2151, galS) 2238650-2239690 (-)),
 (Complex (#8884):  None, Gene: (b2213, ada) 2307363-2308427 (-)),
 (Complex (#9400):  None, Gene: (b2213, ada) 2307363-2308427 (-)),
 (Complex (#10789):  None, Gene: (b2213, ada) 2307363-2308427 (-)),
 (Complex (#11314):  None, Gene: (b2213, ada) 2307363-2308427 (-)),
 (Complex (#9651):  None, Gene: (b2289, lrhA) 2403725-2404663 (-)),
 (Complex (#9315):  None, Gene: (b2531, iscR) 2659665-2660153 (-)),
 (Complex (#9462):  None, Gene: (b2531, iscR) 2659665-2660153 (-)),
 (Complex (#9916):  None, Gene: (b2531, iscR) 2659665-2660153 (-)),
 (Complex (#9585):  None, Gene: (b2531, iscR) 2659665-2660153 (-)),
 (Complex (#10312):  None, Gene: (b2531, iscR) 2659665-2660153 (-)),
 (Complex (#10419):  None, Gene: (b2531, iscR) 2659665-2660153 (-)),
 (Complex (#10693):  None, Gene: (b2531, iscR) 2659665-2660153 (-)),
 (Complex (#10755):  None, Gene: (b2531, iscR) 2659665-2660153 (-)),
 (Complex (#10927):  None, Gene: (b2531, iscR) 2659665-2660153 (-)),
 (Complex (#10928):  None, Gene: (b2531, iscR) 2659665-2660153 (-)),
 (Complex (#11266):  None, Gene: (b2537, hcaR) 2666028-2666918 (-)),
 (Complex (#9081):  None, Gene: (b2554, glrR) 2685491-2686825 (-)),
 (Complex (#9082):  None, Gene: (b2554, glrR) 2685491-2686825 (-)),
 (Complex (#9086):  None, Gene: (b2554, glrR) 2685491-2686825 (-)),
 (Complex (#9194):  None, Gene: (b2709, norR) 2828797-2830311 (-)),
 (Complex (#10337):  None, Gene: (b2709, norR) 2828797-2830311 (-)),
 (Complex (#10339):  None, Gene: (b2709, norR) 2828797-2830311 (-)),
 (Complex (#10340):  None, Gene: (b2709, norR) 2828797-2830311 (-)),
 (Complex (#10779):  None, Gene: (b2709, norR) 2828797-2830311 (-)),
 (Complex (#10780):  None, Gene: (b2709, norR) 2828797-2830311 (-)),
 (Complex (#9683):  None, Gene: (b2714, ascG) 2836276-2837289 (-)),
 (Complex (#11537):  None, Gene: (b2714, ascG) 2836276-2837289 (-)),
 (Complex (#11539):  None, Gene: (b2714, ascG) 2836276-2837289 (-)),
 (Complex (#11540):  None, Gene: (b2714, ascG) 2836276-2837289 (-)),
 (Complex (#11541):  None, Gene: (b2714, ascG) 2836276-2837289 (-)),
 (Complex (#11542):  None, Gene: (b2714, ascG) 2836276-2837289 (-)),
 (Complex (#11543):  None, Gene: (b2714, ascG) 2836276-2837289 (-)),
 (Complex (#11544):  None, Gene: (b2714, ascG) 2836276-2837289 (-)),
 (Complex (#11545):  None, Gene: (b2714, ascG) 2836276-2837289 (-)),
 (Complex (#9614):  None, Gene: (b2783, chpR) 2909113-2909361 (-)),
 (Complex (#9618):  None, Gene: (b2783, chpR) 2909113-2909361 (-)),
 (Complex (#10177):  None, Gene: (b2783, chpR) 2909113-2909361 (-)),
 (Complex (#10180):  None, Gene: (b2783, chpR) 2909113-2909361 (-)),
 (Complex (#8908):  None, Gene: (b2808, gcvA) 2939672-2940589 (-)),
 (Complex (#9114):  None, Gene: (b2808, gcvA) 2939672-2940589 (-)),
 (Complex (#9115):  None, Gene: (b2808, gcvA) 2939672-2940589 (-)),
 (Complex (#9733):  None, Gene: (b2808, gcvA) 2939672-2940589 (-)),
 (Complex (#10269):  None, Gene: (b2808, gcvA) 2939672-2940589 (-)),
 (Complex (#10610):  None, Gene: (b2808, gcvA) 2939672-2940589 (-)),
 (Complex (#10708):  None, Gene: (b2808, gcvA) 2939672-2940589 (-)),
 (Complex (#10710):  None, Gene: (b2808, gcvA) 2939672-2940589 (-)),
 (Complex (#10712):  None, Gene: (b2808, gcvA) 2939672-2940589 (-)),
 (Complex (#10714):  None, Gene: (b2808, gcvA) 2939672-2940589 (-)),
 (Complex (#10625):  None, Gene: (b3010, yqhC) 3152284-3153240 (-)),
 (Complex (#10626):  None, Gene: (b3010, yqhC) 3152284-3153240 (-)),
 (Complex (#9485):  None, Gene: (b3021, mqsA) 3165873-3166268 (-)),
 (Complex (#9589):  None, Gene: (b3021, mqsA) 3165873-3166268 (-)),
 (Complex (#10850):  None, Gene: (b3021, mqsA) 3165873-3166268 (-)),
 (Complex (#10851):  None, Gene: (b3021, mqsA) 3165873-3166268 (-)),
 (Complex (#10852):  None, Gene: (b3021, mqsA) 3165873-3166268 (-)),
 (Complex (#9266):  None, Gene: (b3118, tdcA) 3264149-3265087 (-)),
 (Complex (#10156):  None, Gene: (b3131, agaR) 3275878-3276687 (-)),
 (Complex (#10157):  None, Gene: (b3131, agaR) 3275878-3276687 (-)),
 (Complex (#10158):  None, Gene: (b3131, agaR) 3275878-3276687 (-)),
 (Complex (#10159):  None, Gene: (b3131, agaR) 3275878-3276687 (-)),
 (Complex (#10160):  None, Gene: (b3131, agaR) 3275878-3276687 (-)),
 (Complex (#10184):  None, Gene: (b3131, agaR) 3275878-3276687 (-)),
 (Complex (#10186):  None, Gene: (b3131, agaR) 3275878-3276687 (-)),
 (Complex (#10187):  None, Gene: (b3131, agaR) 3275878-3276687 (-)),
 (Complex (#11478):  None, Gene: (b3131, agaR) 3275878-3276687 (-)),
 (Complex (#11479):  None, Gene: (b3131, agaR) 3275878-3276687 (-)),
 (Complex (#11486):  None, Gene: (b3131, agaR) 3275878-3276687 (-)),
 (Complex (#9187):  None, Gene: (b3226, nanR) 3371720-3372511 (-)),
 (Complex (#9188):  None, Gene: (b3226, nanR) 3371720-3372511 (-)),
 (Complex (#9333):  None, Gene: (b3226, nanR) 3371720-3372511 (-)),
 (Complex (#9422):  None, Gene: (b3226, nanR) 3371720-3372511 (-)),
 (Complex (#9424):  None, Gene: (b3226, nanR) 3371720-3372511 (-)),
 (Complex (#10470):  None, Gene: (b3226, nanR) 3371720-3372511 (-)),
 (Complex (#10471):  None, Gene: (b3226, nanR) 3371720-3372511 (-)),
 (Complex (#10472):  None, Gene: (b3226, nanR) 3371720-3372511 (-)),
 (Complex (#10691):  None, Gene: (b3226, nanR) 3371720-3372511 (-)),
 (Complex (#10807):  None, Gene: (b3226, nanR) 3371720-3372511 (-)),
 (Complex (#10808):  None, Gene: (b3226, nanR) 3371720-3372511 (-)),
 (Complex (#11211):  None, Gene: (b3226, nanR) 3371720-3372511 (-)),
 (Complex (#8914):  None, Gene: (b3264, envR) 3410825-3411487 (-)),
 (Complex (#9212):  None, Gene: (b3423, glpR) 3557870-3558628 (-)),
 (Complex (#9213):  None, Gene: (b3423, glpR) 3557870-3558628 (-)),
 (Complex (#9216):  None, Gene: (b3423, glpR) 3557870-3558628 (-)),
 (Complex (#9270):  None, Gene: (b3423, glpR) 3557870-3558628 (-)),
 (Complex (#9276):  None, Gene: (b3423, glpR) 3557870-3558628 (-)),
 (Complex (#9277):  None, Gene: (b3423, glpR) 3557870-3558628 (-)),
 (Complex (#9736):  None, Gene: (b3423, glpR) 3557870-3558628 (-)),
 (Complex (#9737):  None, Gene: (b3423, glpR) 3557870-3558628 (-)),
 (Complex (#9738):  None, Gene: (b3423, glpR) 3557870-3558628 (-)),
 (Complex (#10761):  None, Gene: (b3423, glpR) 3557870-3558628 (-)),
 (Complex (#10762):  None, Gene: (b3423, glpR) 3557870-3558628 (-)),
 (Complex (#10763):  None, Gene: (b3423, glpR) 3557870-3558628 (-)),
 (Complex (#10764):  None, Gene: (b3423, glpR) 3557870-3558628 (-)),
 (Complex (#10765):  None, Gene: (b3423, glpR) 3557870-3558628 (-)),
 (Complex (#10766):  None, Gene: (b3423, glpR) 3557870-3558628 (-)),
 (Complex (#10768):  None, Gene: (b3423, glpR) 3557870-3558628 (-)),
 (Complex (#10825):  None, Gene: (b3423, glpR) 3557870-3558628 (-)),
 (Complex (#10826):  None, Gene: (b3423, glpR) 3557870-3558628 (-)),
 (Complex (#10827):  None, Gene: (b3423, glpR) 3557870-3558628 (-)),
 (Complex (#11320):  None, Gene: (b3423, glpR) 3557870-3558628 (-)),
 (Complex (#11321):  None, Gene: (b3423, glpR) 3557870-3558628 (-)),
 (Complex (#11322):  None, Gene: (b3423, glpR) 3557870-3558628 (-)),
 (Complex (#11323):  None, Gene: (b3423, glpR) 3557870-3558628 (-)),
 (Complex (#8816):  None, Gene: (b3438, gntR) 3575754-3576749 (-)),
 (Complex (#8817):  None, Gene: (b3438, gntR) 3575754-3576749 (-)),
 (Complex (#9350):  None, Gene: (b3438, gntR) 3575754-3576749 (-)),
 (Complex (#9529):  None, Gene: (b3438, gntR) 3575754-3576749 (-)),
 (Complex (#9533):  None, Gene: (b3438, gntR) 3575754-3576749 (-)),
 (Complex (#9534):  None, Gene: (b3438, gntR) 3575754-3576749 (-)),
 (Complex (#9391):  None, Gene: (b3438, gntR) 3575754-3576749 (-)),
 (Complex (#9393):  None, Gene: (b3438, gntR) 3575754-3576749 (-)),
 (Complex (#9396):  None, Gene: (b3438, gntR) 3575754-3576749 (-)),
 (Complex (#9397):  None, Gene: (b3438, gntR) 3575754-3576749 (-)),
 (Complex (#10284):  None, Gene: (b3438, gntR) 3575754-3576749 (-)),
 (Complex (#10285):  None, Gene: (b3438, gntR) 3575754-3576749 (-)),
 (Complex (#10742):  None, Gene: (b3438, gntR) 3575754-3576749 (-)),
 (Complex (#10959):  None, Gene: (b3438, gntR) 3575754-3576749 (-)),
 (Complex (#11338):  None, Gene: (b3438, gntR) 3575754-3576749 (-)),
 (Complex (#11341):  None, Gene: (b3438, gntR) 3575754-3576749 (-)),
 (Complex (#11342):  None, Gene: (b3438, gntR) 3575754-3576749 (-)),
 (Complex (#9180):  None, Gene: (b3515, gadW) 3661913-3662641 (-)),
 (Complex (#9181):  None, Gene: (b3515, gadW) 3661913-3662641 (-)),
 (Complex (#9513):  None, Gene: (b3515, gadW) 3661913-3662641 (-)),
 (Complex (#9515):  None, Gene: (b3515, gadW) 3661913-3662641 (-)),
 (Complex (#9516):  None, Gene: (b3515, gadW) 3661913-3662641 (-)),
 (Complex (#9517):  None, Gene: (b3515, gadW) 3661913-3662641 (-)),
 (Complex (#9518):  None, Gene: (b3515, gadW) 3661913-3662641 (-)),
 (Complex (#9520):  None, Gene: (b3515, gadW) 3661913-3662641 (-)),
 (Complex (#9521):  None, Gene: (b3515, gadW) 3661913-3662641 (-)),
 (Complex (#9522):  None, Gene: (b3515, gadW) 3661913-3662641 (-)),
 (Complex (#9792):  None, Gene: (b3515, gadW) 3661913-3662641 (-)),
 (Complex (#9840):  None, Gene: (b3515, gadW) 3661913-3662641 (-)),
 (Complex (#9878):  None, Gene: (b3515, gadW) 3661913-3662641 (-)),
 (Complex (#10544):  None, Gene: (b3515, gadW) 3661913-3662641 (-)),
 (Complex (#10545):  None, Gene: (b3515, gadW) 3661913-3662641 (-)),
 (Complex (#10546):  None, Gene: (b3515, gadW) 3661913-3662641 (-)),
 (Complex (#10547):  None, Gene: (b3515, gadW) 3661913-3662641 (-)),
 (Complex (#10548):  None, Gene: (b3515, gadW) 3661913-3662641 (-)),
 (Complex (#10549):  None, Gene: (b3515, gadW) 3661913-3662641 (-)),
 (Complex (#10551):  None, Gene: (b3515, gadW) 3661913-3662641 (-)),
 (Complex (#10552):  None, Gene: (b3515, gadW) 3661913-3662641 (-)),
 (Complex (#10553):  None, Gene: (b3515, gadW) 3661913-3662641 (-)),
 (Complex (#10584):  None, Gene: (b3515, gadW) 3661913-3662641 (-)),
 (Complex (#10717):  None, Gene: (b3515, gadW) 3661913-3662641 (-)),
 (Complex (#10872):  None, Gene: (b3515, gadW) 3661913-3662641 (-)),
 (Complex (#10873):  None, Gene: (b3515, gadW) 3661913-3662641 (-)),
 (Complex (#10874):  None, Gene: (b3515, gadW) 3661913-3662641 (-)),
 (Complex (#10875):  None, Gene: (b3515, gadW) 3661913-3662641 (-)),
 (Complex (#10876):  None, Gene: (b3515, gadW) 3661913-3662641 (-)),
 (Complex (#11089):  None, Gene: (b3515, gadW) 3661913-3662641 (-)),
 (Complex (#8921):  None, Gene: (b3516, gadX) 3663009-3663833 (-)),
 (Complex (#9144):  None, Gene: (b3516, gadX) 3663009-3663833 (-)),
 (Complex (#9145):  None, Gene: (b3516, gadX) 3663009-3663833 (-)),
 (Complex (#9146):  None, Gene: (b3516, gadX) 3663009-3663833 (-)),
 (Complex (#9147):  None, Gene: (b3516, gadX) 3663009-3663833 (-)),
 (Complex (#9148):  None, Gene: (b3516, gadX) 3663009-3663833 (-)),
 (Complex (#9149):  None, Gene: (b3516, gadX) 3663009-3663833 (-)),
 (Complex (#9150):  None, Gene: (b3516, gadX) 3663009-3663833 (-)),
 (Complex (#9151):  None, Gene: (b3516, gadX) 3663009-3663833 (-)),
 (Complex (#9152):  None, Gene: (b3516, gadX) 3663009-3663833 (-)),
 (Complex (#9077):  None, Gene: (b3516, gadX) 3663009-3663833 (-)),
 (Complex (#9514):  None, Gene: (b3516, gadX) 3663009-3663833 (-)),
 (Complex (#9519):  None, Gene: (b3516, gadX) 3663009-3663833 (-)),
 (Complex (#10025):  None, Gene: (b3516, gadX) 3663009-3663833 (-)),
 (Complex (#9877):  None, Gene: (b3516, gadX) 3663009-3663833 (-)),
 (Complex (#9879):  None, Gene: (b3516, gadX) 3663009-3663833 (-)),
 (Complex (#10352):  None, Gene: (b3516, gadX) 3663009-3663833 (-)),
 (Complex (#10550):  None, Gene: (b3516, gadX) 3663009-3663833 (-)),
 (Complex (#10587):  None, Gene: (b3516, gadX) 3663009-3663833 (-)),
 (Complex (#10655):  None, Gene: (b3516, gadX) 3663009-3663833 (-)),
 (Complex (#10656):  None, Gene: (b3516, gadX) 3663009-3663833 (-)),
 (Complex (#10657):  None, Gene: (b3516, gadX) 3663009-3663833 (-)),
 (Complex (#10658):  None, Gene: (b3516, gadX) 3663009-3663833 (-)),
 (Complex (#10659):  None, Gene: (b3516, gadX) 3663009-3663833 (-)),
 (Complex (#10660):  None, Gene: (b3516, gadX) 3663009-3663833 (-)),
 (Complex (#10661):  None, Gene: (b3516, gadX) 3663009-3663833 (-)),
 (Complex (#10881):  None, Gene: (b3516, gadX) 3663009-3663833 (-)),
 (Complex (#11090):  None, Gene: (b3516, gadX) 3663009-3663833 (-)),
 (Complex (#11091):  None, Gene: (b3516, gadX) 3663009-3663833 (-)),
 (Complex (#11103):  None, Gene: (b3516, gadX) 3663009-3663833 (-)),
 (Complex (#11104):  None, Gene: (b3516, gadX) 3663009-3663833 (-)),
 (Complex (#11106):  None, Gene: (b3516, gadX) 3663009-3663833 (-)),
 (Complex (#11107):  None, Gene: (b3516, gadX) 3663009-3663833 (-)),
 (Complex (#11277):  None, Gene: (b3516, gadX) 3663009-3663833 (-)),
 (Complex (#11336):  None, Gene: (b3516, gadX) 3663009-3663833 (-)),
 (Complex (#10628):  None, Gene: (b3574, yiaJ) 3739707-3740555 (-)),
 (Complex (#10743):  None, Gene: (b3574, yiaJ) 3739707-3740555 (-)),
 (Complex (#10271):  None, Gene: (b3773, ilvY) 3954950-3955843 (-)),
 (Complex (#10481):  None, Gene: (b3773, ilvY) 3954950-3955843 (-)),
 (Complex (#8795):  None, Gene: (b4062, soxS) 4275083-4275406 (-)),
 (Complex (#10048):  None, Gene: (b4062, soxS) 4275083-4275406 (-)),
 (Complex (#10049):  None, Gene: (b4062, soxS) 4275083-4275406 (-)),
 (Complex (#9815):  None, Gene: (b4062, soxS) 4275083-4275406 (-)),
 (Complex (#9898):  None, Gene: (b4062, soxS) 4275083-4275406 (-)),
 (Complex (#9938):  None, Gene: (b4062, soxS) 4275083-4275406 (-)),
 (Complex (#9939):  None, Gene: (b4062, soxS) 4275083-4275406 (-)),
 (Complex (#9637):  None, Gene: (b4062, soxS) 4275083-4275406 (-)),
 (Complex (#9664):  None, Gene: (b4062, soxS) 4275083-4275406 (-)),
 (Complex (#9994):  None, Gene: (b4062, soxS) 4275083-4275406 (-)),
 (Complex (#9964):  None, Gene: (b4062, soxS) 4275083-4275406 (-)),
 (Complex (#9971):  None, Gene: (b4062, soxS) 4275083-4275406 (-)),
 (Complex (#9972):  None, Gene: (b4062, soxS) 4275083-4275406 (-)),
 (Complex (#10229):  None, Gene: (b4062, soxS) 4275083-4275406 (-)),
 (Complex (#10230):  None, Gene: (b4062, soxS) 4275083-4275406 (-)),
 (Complex (#10362):  None, Gene: (b4062, soxS) 4275083-4275406 (-)),
 (Complex (#10477):  None, Gene: (b4062, soxS) 4275083-4275406 (-)),
 (Complex (#10539):  None, Gene: (b4062, soxS) 4275083-4275406 (-)),
 (Complex (#10565):  None, Gene: (b4062, soxS) 4275083-4275406 (-)),
 (Complex (#10630):  None, Gene: (b4062, soxS) 4275083-4275406 (-)),
 (Complex (#10682):  None, Gene: (b4062, soxS) 4275083-4275406 (-)),
 (Complex (#10688):  None, Gene: (b4062, soxS) 4275083-4275406 (-)),
 (Complex (#10869):  None, Gene: (b4062, soxS) 4275083-4275406 (-)),
 (Complex (#10870):  None, Gene: (b4062, soxS) 4275083-4275406 (-)),
 (Complex (#10941):  None, Gene: (b4062, soxS) 4275083-4275406 (-)),
 (Complex (#11147):  None, Gene: (b4062, soxS) 4275083-4275406 (-)),
 (Complex (#11300):  None, Gene: (b4062, soxS) 4275083-4275406 (-)),
 (Complex (#11507):  None, Gene: (b4062, soxS) 4275083-4275406 (-)),
 (Complex (#11510):  None, Gene: (b4062, soxS) 4275083-4275406 (-)),
 (Complex (#11561):  None, Gene: (b4062, soxS) 4275083-4275406 (-)),
 (Complex (#9796):  None, Gene: (b4118, melR) 4338743-4339651 (-)),
 (Complex (#9797):  None, Gene: (b4118, melR) 4338743-4339651 (-)),
 (Complex (#10526):  None, Gene: (b4118, melR) 4338743-4339651 (-)),
 (Complex (#10527):  None, Gene: (b4118, melR) 4338743-4339651 (-)),
 (Complex (#10794):  None, Gene: (b4191, ulaR) 4415721-4416476 (-)),
 (Complex (#10795):  None, Gene: (b4191, ulaR) 4415721-4416476 (-)),
 (Complex (#10796):  None, Gene: (b4191, ulaR) 4415721-4416476 (-)),
 (Complex (#10797):  None, Gene: (b4191, ulaR) 4415721-4416476 (-)),
 (Complex (#11030):  None, Gene: (b4260, pepA) 4482463-4483974 (-)),
 (Complex (#11448):  None, Gene: (b4260, pepA) 4482463-4483974 (-)),
 (Complex (#11453):  None, Gene: (b4260, pepA) 4482463-4483974 (-)),
 (Complex (#9531):  None, Gene: (b4264, idnR) 4488164-4489162 (-)),
 (Complex (#8799):  None, Gene: (b4396, rob) 4632464-4633333 (-)),
 (Complex (#10050):  None, Gene: (b4396, rob) 4632464-4633333 (-)),
 (Complex (#9963):  None, Gene: (b4396, rob) 4632464-4633333 (-)),
 (Complex (#10273):  None, Gene: (b4396, rob) 4632464-4633333 (-)),
 (Complex (#10537):  None, Gene: (b4396, rob) 4632464-4633333 (-)),
 (Complex (#10540):  None, Gene: (b4396, rob) 4632464-4633333 (-)),
 (Complex (#10566):  None, Gene: (b4396, rob) 4632464-4633333 (-)),
 (Complex (#10624):  None, Gene: (b4396, rob) 4632464-4633333 (-)),
 (Complex (#10683):  None, Gene: (b4396, rob) 4632464-4633333 (-)),
 (Complex (#10866):  None, Gene: (b4396, rob) 4632464-4633333 (-)),
 (Complex (#10868):  None, Gene: (b4396, rob) 4632464-4633333 (-)),
 (Complex (#11267):  None, Gene: (b4396, rob) 4632464-4633333 (-)),
 (Complex (#11302):  None, Gene: (b4396, rob) 4632464-4633333 (-)),
 (Complex (#11549):  None, Gene: (b4396, rob) 4632464-4633333 (-))]

In [8]:
ome.query(TU).join(Gene).filter(Gene.name=='sdhC').all()


Out[8]:
[]

In [11]:
ome.query(TU).first().genes


Out[11]:
[Gene: (b0721, sdhC) 754400-754789 (+),
 Gene: (b0722, sdhD) 754783-755130 (+),
 Gene: (b0723, sdhA) 755130-756896 (+),
 Gene: (b0724, sdhB) 756912-757628 (+),
 Gene: (b0726, sucA) 757929-760730 (+),
 Gene: (b0727, sucB) 760745-761962 (+),
 Gene: (b0728, sucC) 762237-763403 (+),
 Gene: (b0729, sucD) 763403-764272 (+)]

In [10]:
ome.query(Complex).join(ComplexComposition).join(DnaBindingSite).first().children


Out[10]:
[Complex (#4645):  GalR-galactose, DNA (#6269, BS0-7660) 3086033-3086033 +]

In [8]:
ome.query(Protein).limit(10).first().long_name


Out[8]:
u'predicted transcriptional accessory protein'

In [7]:
ome.query(data.GenomeData).count()


Out[7]:
182258L

In [ ]:
ome.query(Gene).filter_by(name='sucD').first().data

In [ ]:


In [3]:
ome.get_or_create(components.Component, name='test component')


Out[3]:
Component (#1):  test component

In [5]:
ome.get_or_create(DNA, name='test rna', leftpos=1000, rightpos=2000, strand='+')


Out[5]:
DNA (#2, test rna) 1000-2000 +

In [6]:
ome.get_or_create(components.Gene, name='gapA', leftpos='3451', rightpos='5462', strand='+', locus_id='b1252')


Out[6]:
Gene (#2, b1252, gapA) 3451-5462 +

In [7]:
ome.get_or_create(DnaBindingSite, name='d', leftpos=1500, rightpos=1500, strand='+', centerpos=1500, width=0)


Out[7]:
DNA (#3, d) 1500-1500 +

In [11]:
a = ome.query(DnaBindingSite).join(GenomeRegion).filter(and_(GenomeRegion.leftpos > 1000, GenomeRegion.rightpos < 20000)).first()

In [9]:
ome.query(Complex).join(ComplexComposition, DNA).all()


Out[9]:
[Complex (#2318):  None,
 Complex (#2320):  None,
 Complex (#2322):  None,
 Complex (#2325):  None,
 Complex (#2329):  None,
 Complex (#2331):  None,
 Complex (#2332):  None,
 Complex (#2333):  None,
 Complex (#2334):  None,
 Complex (#2335):  None,
 Complex (#2337):  None,
 Complex (#2339):  None,
 Complex (#2341):  None,
 Complex (#2343):  None,
 Complex (#2345):  None,
 Complex (#2348):  None,
 Complex (#2349):  None,
 Complex (#2351):  None,
 Complex (#2352):  None,
 Complex (#2353):  None,
 Complex (#2357):  None,
 Complex (#2359):  None,
 Complex (#2360):  None,
 Complex (#2361):  None,
 Complex (#2363):  None,
 Complex (#2365):  None,
 Complex (#2366):  None,
 Complex (#2368):  None,
 Complex (#2369):  None,
 Complex (#2371):  None,
 Complex (#2372):  None,
 Complex (#2375):  None,
 Complex (#2376):  None,
 Complex (#2378):  None,
 Complex (#2379):  None,
 Complex (#2382):  None,
 Complex (#2383):  None,
 Complex (#2384):  None,
 Complex (#2385):  None,
 Complex (#2387):  None,
 Complex (#2388):  None,
 Complex (#2390):  None,
 Complex (#2392):  None,
 Complex (#2393):  None,
 Complex (#2395):  None,
 Complex (#2396):  None,
 Complex (#2397):  None,
 Complex (#2398):  None,
 Complex (#2399):  None,
 Complex (#2401):  None,
 Complex (#2403):  None,
 Complex (#2405):  None,
 Complex (#2407):  None,
 Complex (#2408):  None,
 Complex (#2409):  None,
 Complex (#2410):  None,
 Complex (#2411):  None,
 Complex (#2412):  None,
 Complex (#2413):  None,
 Complex (#2415):  None,
 Complex (#2416):  None,
 Complex (#2417):  None,
 Complex (#2418):  None,
 Complex (#2419):  None,
 Complex (#2421):  None,
 Complex (#2422):  None,
 Complex (#2424):  None,
 Complex (#2426):  None,
 Complex (#2427):  None,
 Complex (#2428):  None,
 Complex (#2429):  None,
 Complex (#2430):  None,
 Complex (#2431):  None,
 Complex (#2432):  None,
 Complex (#2433):  None,
 Complex (#2434):  None,
 Complex (#2435):  None,
 Complex (#2436):  None,
 Complex (#2437):  None,
 Complex (#2438):  None,
 Complex (#2440):  None,
 Complex (#2441):  None,
 Complex (#2442):  None,
 Complex (#2444):  None,
 Complex (#2445):  None,
 Complex (#2447):  None,
 Complex (#2449):  None,
 Complex (#2450):  None,
 Complex (#2452):  None,
 Complex (#2453):  None,
 Complex (#2455):  None,
 Complex (#2456):  None,
 Complex (#2457):  None,
 Complex (#2458):  None,
 Complex (#2459):  None,
 Complex (#2460):  None,
 Complex (#2461):  None,
 Complex (#2462):  None,
 Complex (#2463):  None,
 Complex (#2464):  None,
 Complex (#2465):  None,
 Complex (#2466):  None,
 Complex (#2467):  None,
 Complex (#2469):  None,
 Complex (#2470):  None,
 Complex (#2471):  None,
 Complex (#2472):  None,
 Complex (#2474):  None,
 Complex (#2475):  None,
 Complex (#2476):  None,
 Complex (#2478):  None,
 Complex (#2480):  None,
 Complex (#2481):  None,
 Complex (#2484):  None,
 Complex (#2486):  None,
 Complex (#2490):  None,
 Complex (#2491):  None,
 Complex (#2492):  None,
 Complex (#2494):  None,
 Complex (#2496):  None,
 Complex (#2497):  None,
 Complex (#2498):  None,
 Complex (#2499):  None,
 Complex (#2500):  None,
 Complex (#2501):  None,
 Complex (#2502):  None,
 Complex (#2503):  None,
 Complex (#2504):  None,
 Complex (#2505):  None,
 Complex (#2506):  None,
 Complex (#2507):  None,
 Complex (#2509):  None,
 Complex (#2511):  None,
 Complex (#2512):  None,
 Complex (#2513):  None,
 Complex (#2516):  None,
 Complex (#2517):  None,
 Complex (#2518):  None,
 Complex (#2519):  None,
 Complex (#2521):  None,
 Complex (#2522):  None,
 Complex (#2524):  None,
 Complex (#2525):  None,
 Complex (#2526):  None,
 Complex (#2528):  None,
 Complex (#2529):  None,
 Complex (#2531):  None,
 Complex (#2532):  None,
 Complex (#2534):  None,
 Complex (#2535):  None,
 Complex (#2536):  None,
 Complex (#2537):  None,
 Complex (#2538):  None,
 Complex (#2539):  None,
 Complex (#2540):  None,
 Complex (#2541):  None,
 Complex (#2543):  None,
 Complex (#2545):  None,
 Complex (#2547):  None,
 Complex (#2548):  None,
 Complex (#2550):  None,
 Complex (#2552):  None,
 Complex (#2553):  None,
 Complex (#2554):  None,
 Complex (#2555):  None,
 Complex (#2556):  None,
 Complex (#2557):  None,
 Complex (#2558):  None,
 Complex (#2559):  None,
 Complex (#2561):  None,
 Complex (#2563):  None,
 Complex (#2565):  None,
 Complex (#2566):  None,
 Complex (#2568):  None,
 Complex (#2569):  None,
 Complex (#2571):  None,
 Complex (#2573):  None,
 Complex (#2574):  None,
 Complex (#2575):  None,
 Complex (#2576):  None,
 Complex (#2577):  None,
 Complex (#2578):  None,
 Complex (#2579):  None,
 Complex (#2580):  None,
 Complex (#2581):  None,
 Complex (#2582):  None,
 Complex (#2583):  None,
 Complex (#2584):  None,
 Complex (#2585):  None,
 Complex (#2586):  None,
 Complex (#2587):  None,
 Complex (#2588):  None,
 Complex (#2589):  None,
 Complex (#2590):  None,
 Complex (#2591):  None,
 Complex (#2592):  None,
 Complex (#2593):  None,
 Complex (#2594):  None,
 Complex (#2595):  None,
 Complex (#2596):  None,
 Complex (#2598):  None,
 Complex (#2599):  None,
 Complex (#2600):  None,
 Complex (#2601):  None,
 Complex (#2602):  None,
 Complex (#2603):  None,
 Complex (#2604):  None,
 Complex (#2605):  None,
 Complex (#2606):  None,
 Complex (#2607):  None,
 Complex (#2608):  None,
 Complex (#2609):  None,
 Complex (#2610):  None,
 Complex (#2611):  None,
 Complex (#2612):  None,
 Complex (#2613):  None,
 Complex (#2614):  None,
 Complex (#2615):  None,
 Complex (#2617):  None,
 Complex (#2618):  None,
 Complex (#2619):  None,
 Complex (#2620):  None,
 Complex (#2622):  None,
 Complex (#2623):  None,
 Complex (#2624):  None,
 Complex (#2625):  None,
 Complex (#2626):  None,
 Complex (#2628):  None,
 Complex (#2630):  None,
 Complex (#2634):  None,
 Complex (#2636):  None,
 Complex (#2638):  None,
 Complex (#2644):  None,
 Complex (#2646):  None,
 Complex (#2648):  None,
 Complex (#2650):  None,
 Complex (#2652):  None,
 Complex (#2654):  None,
 Complex (#2656):  None,
 Complex (#2658):  None,
 Complex (#2660):  None,
 Complex (#2662):  None,
 Complex (#2664):  None,
 Complex (#2666):  None,
 Complex (#2668):  None,
 Complex (#2670):  None,
 Complex (#2672):  None,
 Complex (#2674):  None,
 Complex (#2676):  None,
 Complex (#2678):  None,
 Complex (#2680):  None,
 Complex (#2682):  None,
 Complex (#2684):  None,
 Complex (#2686):  None,
 Complex (#2690):  None,
 Complex (#2694):  None,
 Complex (#2696):  None,
 Complex (#2698):  None,
 Complex (#2700):  None,
 Complex (#2702):  None,
 Complex (#2704):  None,
 Complex (#2706):  None,
 Complex (#2708):  None,
 Complex (#2710):  None,
 Complex (#2712):  None,
 Complex (#2716):  None,
 Complex (#2718):  None,
 Complex (#2720):  None,
 Complex (#2722):  None,
 Complex (#2726):  None,
 Complex (#2728):  None,
 Complex (#2730):  None,
 Complex (#2734):  None,
 Complex (#2736):  None,
 Complex (#2740):  None,
 Complex (#2742):  None,
 Complex (#2744):  None,
 Complex (#2748):  None,
 Complex (#2750):  None,
 Complex (#2754):  None,
 Complex (#2756):  None,
 Complex (#2762):  None,
 Complex (#2764):  None,
 Complex (#2766):  None,
 Complex (#2770):  None,
 Complex (#2772):  None,
 Complex (#2774):  None,
 Complex (#2776):  None,
 Complex (#2778):  None,
 Complex (#2780):  None,
 Complex (#2782):  None,
 Complex (#2784):  None,
 Complex (#2786):  None,
 Complex (#2788):  None,
 Complex (#2790):  None,
 Complex (#2792):  None,
 Complex (#2794):  None,
 Complex (#2796):  None,
 Complex (#2798):  None,
 Complex (#2800):  None,
 Complex (#2802):  None,
 Complex (#2804):  None,
 Complex (#2806):  None,
 Complex (#2808):  None,
 Complex (#2810):  None,
 Complex (#2812):  None,
 Complex (#2814):  None,
 Complex (#2816):  None,
 Complex (#2818):  None,
 Complex (#2820):  None,
 Complex (#2822):  None,
 Complex (#2826):  None,
 Complex (#2828):  None,
 Complex (#2830):  None,
 Complex (#2834):  None,
 Complex (#2836):  None,
 Complex (#2838):  None,
 Complex (#2844):  None,
 Complex (#2846):  None,
 Complex (#2848):  None,
 Complex (#2850):  None,
 Complex (#2852):  None,
 Complex (#2854):  None,
 Complex (#2856):  None,
 Complex (#2858):  None,
 Complex (#2862):  None,
 Complex (#2864):  None,
 Complex (#2866):  None,
 Complex (#2868):  None,
 Complex (#2870):  None,
 Complex (#2872):  None,
 Complex (#2874):  None,
 Complex (#2876):  None,
 Complex (#2878):  None,
 Complex (#2880):  None,
 Complex (#2882):  None,
 Complex (#2884):  None,
 Complex (#2886):  None,
 Complex (#2888):  None,
 Complex (#2890):  None,
 Complex (#2892):  None,
 Complex (#2894):  None,
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 Complex (#5312):  None,
 Complex (#5314):  None,
 Complex (#5316):  None,
 Complex (#5318):  None,
 Complex (#5320):  None,
 Complex (#5322):  None,
 Complex (#5324):  None,
 Complex (#5326):  None,
 Complex (#5328):  None,
 Complex (#5330):  None,
 Complex (#5332):  None,
 Complex (#5334):  None,
 Complex (#5336):  None,
 Complex (#5338):  None,
 Complex (#5340):  None,
 Complex (#5342):  None,
 Complex (#5344):  None,
 Complex (#5346):  None,
 Complex (#5348):  None,
 Complex (#5350):  None,
 Complex (#5352):  None,
 Complex (#5354):  None]

In [6]:
ome.query(DnaBindingSite).filter(DnaBindingSite.genome_region.leftpos > 1000, DnaBindingSite.genome_region.rightpos < 2000).all()


---------------------------------------------------------------------------
AttributeError                            Traceback (most recent call last)
<ipython-input-6-ec3c8d678a8e> in <module>()
----> 1 ome.query(DnaBindingSite).filter(DnaBindingSite.genome_region.leftpos > 1000, DnaBindingSite.genome_region.rightpos < 2000).all()

/Library/Python/2.7/site-packages/sqlalchemy/orm/attributes.pyc in __getattr__(self, key)
    187                     type(self.comparator).__name__,
    188                     self,
--> 189                     key)
    190             )
    191 

AttributeError: Neither 'InstrumentedAttribute' object nor 'Comparator' object associated with DnaBindingSite.genome_region has an attribute 'leftpos'

In [9]:
{k: kwargs[k] for k in unique_cols}


Out[9]:
{'leftpos': 4630726.5, 'rightpos': 4630726.5, 'strand': '+'}

In [4]:
kwargs = {'leftpos': 4630726.5, 'rightpos': 4630726.5, 'strand': '+'}
unique_cols = ['leftpos', 'rightpos', 'strand']

In [4]:
ome.query(GenomeRegion).all()


Out[4]:
[GenomeRegion (#1): 786853-786853 (+ strand),
 GenomeRegion (#2): 3681627-3681627 (+ strand),
 GenomeRegion (#3): 4630727-4630727 (+ strand)]

In [5]:
ome.query(DnaBindingSite).all()


Out[5]:
[]

In [5]:
a = ome.query(components.Gene).filter(components.Gene.name.ilike('suc%')).first()

In [13]:
a = ome.query(base.GenomeRegion).limit(10).all()[2]

In [9]:
a.locus_id


Out[9]:
u'b0726'

In [24]:
ome.query(Complex).all()[110].children[2].name


Out[24]:
u'GUTA-MONOMER'

In [10]:
ome.query(Complex).join(ComplexComposition, SmallMolecule).count()


Out[10]:
97L

In [11]:
a  = ome.query(components.Complex).first()

In [16]:
x = a.children[0]

In [17]:
x.parent


Out[17]:
[Complex (#1):  MntR-Mn<sup>2+</sup>]

In [5]:
ome.get_or_create(components.Protein, name='protoheme IX ABC transporter', long_name='test')


---------------------------------------------------------------------------
IntegrityError                            Traceback (most recent call last)
<ipython-input-5-ba7b13e7fa1d> in <module>()
----> 1 ome.get_or_create(components.Protein, name='protoheme IX ABC transporter', long_name='test')

/Users/sfederow/ome/PrototypeDB/orm/base.pyc in get_or_create(session, class_type, **kwargs)
    123     except:
    124         session.add(class_type(**kwargs))
--> 125         session.commit()
    126         result = session.query(class_type).filter_by(**kwargs).first()
    127     return result

/Library/Python/2.7/site-packages/sqlalchemy/orm/session.pyc in commit(self)
    763                 raise sa_exc.InvalidRequestError("No transaction is begun.")
    764 
--> 765         self.transaction.commit()
    766 
    767     def prepare(self):

/Library/Python/2.7/site-packages/sqlalchemy/orm/session.pyc in commit(self)
    368         self._assert_active(prepared_ok=True)
    369         if self._state is not PREPARED:
--> 370             self._prepare_impl()
    371 
    372         if self._parent is None or self.nested:

/Library/Python/2.7/site-packages/sqlalchemy/orm/session.pyc in _prepare_impl(self)
    348                 if self.session._is_clean():
    349                     break
--> 350                 self.session.flush()
    351             else:
    352                 raise exc.FlushError(

/Library/Python/2.7/site-packages/sqlalchemy/orm/session.pyc in flush(self, objects)
   1877         try:
   1878             self._flushing = True
-> 1879             self._flush(objects)
   1880         finally:
   1881             self._flushing = False

/Library/Python/2.7/site-packages/sqlalchemy/orm/session.pyc in _flush(self, objects)
   1995         except:
   1996             with util.safe_reraise():
-> 1997                 transaction.rollback(_capture_exception=True)
   1998 
   1999     def is_modified(self, instance, include_collections=True,

/Library/Python/2.7/site-packages/sqlalchemy/util/langhelpers.pyc in __exit__(self, type_, value, traceback)
     55             exc_type, exc_value, exc_tb = self._exc_info
     56             self._exc_info = None   # remove potential circular references
---> 57             compat.reraise(exc_type, exc_value, exc_tb)
     58         else:
     59             self._exc_info = None   # remove potential circular references

/Library/Python/2.7/site-packages/sqlalchemy/orm/session.pyc in _flush(self, objects)
   1959             self._warn_on_events = True
   1960             try:
-> 1961                 flush_context.execute()
   1962             finally:
   1963                 self._warn_on_events = False

/Library/Python/2.7/site-packages/sqlalchemy/orm/unitofwork.pyc in execute(self)
    368                                     self.dependencies,
    369                                     postsort_actions):
--> 370                 rec.execute(self)
    371 
    372     def finalize_flush_changes(self):

/Library/Python/2.7/site-packages/sqlalchemy/orm/unitofwork.pyc in execute(self, uow)
    521         persistence.save_obj(self.mapper,
    522             uow.states_for_mapper_hierarchy(self.mapper, False, False),
--> 523             uow
    524         )
    525 

/Library/Python/2.7/site-packages/sqlalchemy/orm/persistence.pyc in save_obj(base_mapper, states, uowtransaction, single)
     62             _emit_insert_statements(base_mapper, uowtransaction,
     63                                     cached_connections,
---> 64                                     mapper, table, insert)
     65 
     66     _finalize_insert_update_commands(base_mapper, uowtransaction,

/Library/Python/2.7/site-packages/sqlalchemy/orm/persistence.pyc in _emit_insert_statements(base_mapper, uowtransaction, cached_connections, mapper, table, insert)
    592                 else:
    593                     result = cached_connections[connection].\
--> 594                                         execute(statement, params)
    595 
    596                 primary_key = result.context.inserted_primary_key

/Library/Python/2.7/site-packages/sqlalchemy/engine/base.pyc in execute(self, object, *multiparams, **params)
    715                                 type(object))
    716         else:
--> 717             return meth(self, multiparams, params)
    718 
    719     def _execute_function(self, func, multiparams, params):

/Library/Python/2.7/site-packages/sqlalchemy/sql/elements.pyc in _execute_on_connection(self, connection, multiparams, params)
    315 
    316     def _execute_on_connection(self, connection, multiparams, params):
--> 317         return connection._execute_clauseelement(self, multiparams, params)
    318 
    319     def unique_params(self, *optionaldict, **kwargs):

/Library/Python/2.7/site-packages/sqlalchemy/engine/base.pyc in _execute_clauseelement(self, elem, multiparams, params)
    812             compiled_sql,
    813             distilled_params,
--> 814             compiled_sql, distilled_params
    815         )
    816         if self._has_events:

/Library/Python/2.7/site-packages/sqlalchemy/engine/base.pyc in _execute_context(self, dialect, constructor, statement, parameters, *args)
    925                                 parameters,
    926                                 cursor,
--> 927                                 context)
    928 
    929         if self._has_events:

/Library/Python/2.7/site-packages/sqlalchemy/engine/base.pyc in _handle_dbapi_exception(self, e, statement, parameters, cursor, context)
   1074                                         self.dialect.dbapi.Error,
   1075                                         connection_invalidated=self._is_disconnect),
-> 1076                                     exc_info
   1077                                 )
   1078 

/Library/Python/2.7/site-packages/sqlalchemy/util/compat.pyc in raise_from_cause(exception, exc_info)
    183             exc_info = sys.exc_info()
    184         exc_type, exc_value, exc_tb = exc_info
--> 185         reraise(type(exception), exception, tb=exc_tb)
    186 
    187 if py3k:

/Library/Python/2.7/site-packages/sqlalchemy/engine/base.pyc in _execute_context(self, dialect, constructor, statement, parameters, *args)
    918                                     statement,
    919                                     parameters,
--> 920                                     context)
    921         except Exception as e:
    922             self._handle_dbapi_exception(

/Library/Python/2.7/site-packages/sqlalchemy/engine/default.pyc in do_execute(self, cursor, statement, parameters, context)
    423 
    424     def do_execute(self, cursor, statement, parameters, context=None):
--> 425         cursor.execute(statement, parameters)
    426 
    427     def do_execute_no_params(self, cursor, statement, context=None):

IntegrityError: (IntegrityError) duplicate key value violates unique constraint "component_name_key"
DETAIL:  Key (name)=(protoheme IX ABC transporter) already exists.
 'INSERT INTO component (name, type) VALUES (%(name)s, %(type)s) RETURNING component.id' {'type': 'protein', 'name': 'protoheme IX ABC transporter'}

In [2]:
ome.query(components.Protein).filter_by(name='protoheme IX ABC transporter').one()


Out[2]:
Protein (#4, protoheme IX ABC transporter)

In [7]:
from sqlalchemy.orm import class_mapper

[key.name for key in class_mapper(components.Gene).primary_key]


Out[7]:
['id']

In [7]:
class_mapper.primary_key_from_instance()


---------------------------------------------------------------------------
TypeError                                 Traceback (most recent call last)
<ipython-input-7-a61ae87bf3ab> in <module>()
----> 1 class_mapper(components.Gene).primary_key_from_instance()

TypeError: primary_key_from_instance() takes exactly 2 arguments (1 given)

Complex testing

G --+---> H +---> F --+--> D | +--> E +---> C --+--> A +--> B --+--> I +--> J A + B = C D + E = F H + F + C = G I + J = B

In [2]:
G = ome.get_or_create(components.Complex, name='G')
H = ome.get_or_create(components.Complex, name='H')
F = ome.get_or_create(components.Complex, name='F')
C = ome.get_or_create(components.Complex, name='C')

ome.get_or_create(components.ComplexComposition, complex_id=G.id, component_id=H.id, stoichiometry=1.)
ome.get_or_create(components.ComplexComposition, complex_id=G.id, component_id=F.id, stoichiometry=1.)
ome.get_or_create(components.ComplexComposition, complex_id=G.id, component_id=C.id, stoichiometry=1.)

D = ome.get_or_create(components.Protein, name='D')
E = ome.get_or_create(components.Protein, name='E')

ome.get_or_create(components.ComplexComposition, complex_id=F.id, component_id=D.id, stoichiometry=1.)
ome.get_or_create(components.ComplexComposition, complex_id=F.id, component_id=E.id, stoichiometry=1.)

A = ome.get_or_create(components.Protein, name='A')
B = ome.get_or_create(components.Complex, name='B')

ome.get_or_create(components.ComplexComposition, complex_id=C.id, component_id=A.id, stoichiometry=1.)
ome.get_or_create(components.ComplexComposition, complex_id=C.id, component_id=B.id, stoichiometry=1.)

I = ome.get_or_create(components.Protein, name='I')
J = ome.get_or_create(components.Protein, name='J')

ome.get_or_create(components.ComplexComposition, complex_id=B.id, component_id=I.id, stoichiometry=1.)
ome.get_or_create(components.ComplexComposition, complex_id=B.id, component_id=J.id, stoichiometry=1.)


Out[2]:
<PrototypeDB.orm.components.ComplexComposition at 0x1112d68d0>

In [5]:
C.children


Out[5]:
[Protein (#9876, None), Complex (#9877):  None]

In [6]:
C.all_children


Out[6]:
[Protein (#9876, None),
 Complex (#9877):  None,
 Protein (#9878, None),
 Protein (#9879, None)]

In [5]:
ecocyc_ID = ome.get_or_create(base.DataSource, name="ecocyc").id

In [9]:
ome.get_or_create(base.id2otherid, id=D.id, other_id='test2', type='test',data_source_id=ecocyc_ID)


Out[9]:
test2 in (Data Source ecocyc (#1))

In [10]:
ome.query(base.id2otherid).all()


Out[10]:
[test2 in (Data Source ecocyc (#1))]

In [5]:
proteins = load_components.parseEco_dat('proteins.dat')

In [31]:
all_types = []
for key in proteins.keys()[0:40]:
    try:
        if 'Protein-Complexes' in proteins[key]['TYPES']:
            print key
    except:
        continue


E1P-CPLX
CPLX0-3362
CPLX0-3361
ACETOLACTSYNIII-CPLX
ACYLCOASYN-CPLX
CARNDEHYDRA-CPLX

In [8]:
all_types = []
for key,values in proteins.iteritems():
    try:
        if 'Protein-Small-Molecule-Complexes' in values['TYPES']:
            print key
    except:
        None


MONOMER0-2162
MONOMER0-1441
MONOMER0-158
MONOMER0-159
MONOMER0-155
MONOMER0-157
CPLX0-7681
CPLX0-7680
CPLX0-7689
MONOMER-47
MONOMER-48
MONOMER0-2221
MONOMER-60
MONOMER0-1781
MONOMER0-2201
CPLX0-7750
CPLX0-7746
CPLX0-7742
CPLX0-7743
CPLX-124
CPLX-127
MONOMER0-46
CPLX0-7729
CPLX0-8055
CPLX0-8054
CPLX0-8057
CPLX0-8056
CPLX0-8051
CPLX0-8059
CPLX0-8058
CPLX0-7749
CPLX0-7701
CPLX0-7702
CPLX0-8079
CPLX0-8077
CPLX0-8075
CPLX0-8074
CPLX0-8071
CPLX0-8070
MONOMER0-183
CPLX0-7541
CPLX-125
CPLX-123
CPLX-128
MONOMER0-49
CPLX0-7618
CPLX0-7619
MONOMER-58
CPLX0-7650
MONOMER0-2482
MONOMER0-161
MONOMER0-163
MONOMER0-941
CPLX0-7670
CPLX0-7671
CPLX0-7677
CPLX0-8062
MONOMER0-2261
MONOMER0-160
MONOMER0-162
MONOMER0-165
MONOMER0-164
CPLX0-7651
MONOMER0-2461
CPLX-172
CPLX0-8060
CPLX0-8061
MONOMER-53
MONOMER-55
MONOMER-54
MONOMER-57
MONOMER-56
MONOMER-59
MONOMER-2720
MONOMER0-2421
CPLX0-8026
CPLX0-8027
CPLX0-7752
CPLX0-7751
CPLX0-8047
CPLX0-8048
CPLX0-8076
CPLX0-7739
CPLX0-7735
CPLX0-7736
MONOMER0-1301
CPLX0-8069
CPLX0-7716
CPLX0-7715
CPLX0-7714
MONOMER0-562
MONOMER0-2101
CPLX0-8088
CPLX0-8083
CPLX0-8085
CPLX0-2781
MONOMER0-2081
CPLX0-6
CPLX0-7605
CPLX0-7606
MONOMER-51
MONOMER-52
CPLX0-7620
CPLX0-228
CPLX0-226

In [25]:
from trnlib.model_utility import *

In [26]:
model = load_model()

In [27]:
model.to_array_based_model()


Out[27]:
'iJO1366'

In [33]:



Out[33]:
<1x2583 sparse matrix of type '<type 'numpy.float64'>'
	with 4 stored elements in Dictionary Of Keys format>

In [10]:
[x for x in data.query_genome_data([85],1000,2000,['+'])]


Out[10]:
[{u'_id': ObjectId('535dd7fb4eead34574c5e4d2'),
  u'data_set_id': 85,
  u'leftpos': 1000,
  u'rightpos': 1000,
  u'strand': u'+',
  u'value': 12.0},
 {u'_id': ObjectId('535dd7fb4eead34574c5e4d3'),
  u'data_set_id': 85,
  u'leftpos': 1001,
  u'rightpos': 1001,
  u'strand': u'+',
  u'value': 14.0},
 {u'_id': ObjectId('535dd7fb4eead34574c5e4d4'),
  u'data_set_id': 85,
  u'leftpos': 1002,
  u'rightpos': 1002,
  u'strand': u'+',
  u'value': 14.0},
 {u'_id': ObjectId('535dd7fb4eead34574c5e4d5'),
  u'data_set_id': 85,
  u'leftpos': 1003,
  u'rightpos': 1003,
  u'strand': u'+',
  u'value': 14.0},
 {u'_id': ObjectId('535dd7fb4eead34574c5e4d6'),
  u'data_set_id': 85,
  u'leftpos': 1004,
  u'rightpos': 1004,
  u'strand': u'+',
  u'value': 14.0},
 {u'_id': ObjectId('535dd7fb4eead34574c5e4d7'),
  u'data_set_id': 85,
  u'leftpos': 1005,
  u'rightpos': 1005,
  u'strand': u'+',
  u'value': 13.0},
 {u'_id': ObjectId('535dd7fb4eead34574c5e4d8'),
  u'data_set_id': 85,
  u'leftpos': 1006,
  u'rightpos': 1006,
  u'strand': u'+',
  u'value': 13.0},
 {u'_id': ObjectId('535dd7fb4eead34574c5e4d9'),
  u'data_set_id': 85,
  u'leftpos': 1007,
  u'rightpos': 1007,
  u'strand': u'+',
  u'value': 13.0},
 {u'_id': ObjectId('535dd7fb4eead34574c5e4da'),
  u'data_set_id': 85,
  u'leftpos': 1008,
  u'rightpos': 1008,
  u'strand': u'+',
  u'value': 13.0},
 {u'_id': ObjectId('535dd7fb4eead34574c5e4db'),
  u'data_set_id': 85,
  u'leftpos': 1009,
  u'rightpos': 1009,
  u'strand': u'+',
  u'value': 13.0},
 {u'_id': ObjectId('535dd7fb4eead34574c5e4dc'),
  u'data_set_id': 85,
  u'leftpos': 1010,
  u'rightpos': 1010,
  u'strand': u'+',
  u'value': 13.0},
 {u'_id': ObjectId('535dd7fb4eead34574c5e4dd'),
  u'data_set_id': 85,
  u'leftpos': 1011,
  u'rightpos': 1011,
  u'strand': u'+',
  u'value': 13.0},
 {u'_id': ObjectId('535dd7fb4eead34574c5e4de'),
  u'data_set_id': 85,
  u'leftpos': 1012,
  u'rightpos': 1012,
  u'strand': u'+',
  u'value': 13.0},
 {u'_id': ObjectId('535dd7fb4eead34574c5e4df'),
  u'data_set_id': 85,
  u'leftpos': 1013,
  u'rightpos': 1013,
  u'strand': u'+',
  u'value': 13.0},
 {u'_id': ObjectId('535dd7fb4eead34574c5e4e0'),
  u'data_set_id': 85,
  u'leftpos': 1014,
  u'rightpos': 1014,
  u'strand': u'+',
  u'value': 13.0},
 {u'_id': ObjectId('535dd7fb4eead34574c5e4e1'),
  u'data_set_id': 85,
  u'leftpos': 1015,
  u'rightpos': 1015,
  u'strand': u'+',
  u'value': 13.0},
 {u'_id': ObjectId('535dd7fb4eead34574c5e4e2'),
  u'data_set_id': 85,
  u'leftpos': 1016,
  u'rightpos': 1016,
  u'strand': u'+',
  u'value': 13.0},
 {u'_id': ObjectId('535dd7fb4eead34574c5e4e3'),
  u'data_set_id': 85,
  u'leftpos': 1017,
  u'rightpos': 1017,
  u'strand': u'+',
  u'value': 14.0},
 {u'_id': ObjectId('535dd7fb4eead34574c5e4e4'),
  u'data_set_id': 85,
  u'leftpos': 1018,
  u'rightpos': 1018,
  u'strand': u'+',
  u'value': 15.0},
 {u'_id': ObjectId('535dd7fb4eead34574c5e4e5'),
  u'data_set_id': 85,
  u'leftpos': 1019,
  u'rightpos': 1019,
  u'strand': u'+',
  u'value': 15.0},
 {u'_id': ObjectId('535dd7fb4eead34574c5e4e6'),
  u'data_set_id': 85,
  u'leftpos': 1020,
  u'rightpos': 1020,
  u'strand': u'+',
  u'value': 15.0},
 {u'_id': ObjectId('535dd7fb4eead34574c5e4e7'),
  u'data_set_id': 85,
  u'leftpos': 1021,
  u'rightpos': 1021,
  u'strand': u'+',
  u'value': 13.0},
 {u'_id': ObjectId('535dd7fb4eead34574c5e4e8'),
  u'data_set_id': 85,
  u'leftpos': 1022,
  u'rightpos': 1022,
  u'strand': u'+',
  u'value': 12.0},
 {u'_id': ObjectId('535dd7fb4eead34574c5e4e9'),
  u'data_set_id': 85,
  u'leftpos': 1023,
  u'rightpos': 1023,
  u'strand': u'+',
  u'value': 12.0},
 {u'_id': ObjectId('535dd7fb4eead34574c5e4ea'),
  u'data_set_id': 85,
  u'leftpos': 1024,
  u'rightpos': 1024,
  u'strand': u'+',
  u'value': 10.0},
 {u'_id': ObjectId('535dd7fb4eead34574c5e4eb'),
  u'data_set_id': 85,
  u'leftpos': 1025,
  u'rightpos': 1025,
  u'strand': u'+',
  u'value': 10.0},
 {u'_id': ObjectId('535dd7fb4eead34574c5e4ec'),
  u'data_set_id': 85,
  u'leftpos': 1026,
  u'rightpos': 1026,
  u'strand': u'+',
  u'value': 12.0},
 {u'_id': ObjectId('535dd7fb4eead34574c5e4ed'),
  u'data_set_id': 85,
  u'leftpos': 1027,
  u'rightpos': 1027,
  u'strand': u'+',
  u'value': 12.0},
 {u'_id': ObjectId('535dd7fb4eead34574c5e4ee'),
  u'data_set_id': 85,
  u'leftpos': 1028,
  u'rightpos': 1028,
  u'strand': u'+',
  u'value': 12.0},
 {u'_id': ObjectId('535dd7fb4eead34574c5e4ef'),
  u'data_set_id': 85,
  u'leftpos': 1029,
  u'rightpos': 1029,
  u'strand': u'+',
  u'value': 12.0},
 {u'_id': ObjectId('535dd7fb4eead34574c5e4f0'),
  u'data_set_id': 85,
  u'leftpos': 1030,
  u'rightpos': 1030,
  u'strand': u'+',
  u'value': 11.0},
 {u'_id': ObjectId('535dd7fb4eead34574c5e4f1'),
  u'data_set_id': 85,
  u'leftpos': 1031,
  u'rightpos': 1031,
  u'strand': u'+',
  u'value': 11.0},
 {u'_id': ObjectId('535dd7fb4eead34574c5e4f2'),
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In [ ]: