{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# FullThermoPkg example"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {
"tags": []
},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"WARNING:cobrakbase.core.kbasefba.fbamodel_builder:unable to add sink for [cpd15302_c0]: not found\n"
]
}
],
"source": [
"# define the environment path \n",
"import os\n",
"local_cobrakbase_path = os.path.join('C:', 'Users', 'Andrew Freiburger','Documents','Argonne','cobrakbase')\n",
"os.environ[\"HOME\"] = local_cobrakbase_path\n",
"\n",
"# import the models\n",
"import cobrakbase\n",
"token = 'WE6CHYRDTJSGOHFIDGPE7WYFT6PRPXJL'\n",
"kbase_api = cobrakbase.KBaseAPI(token)\n",
"\n",
"#Put the path to ModelSEEDpy on your machine here\n",
"# import sys\n",
"# sys.path.append(\"/Users/chenry/code/ModelSEEDpy\")\n",
"#import modelseedpy.fbapkg\n",
"from modelseedpy import KBaseMediaPkg, FullThermoPkg\n",
"from modelseedpy import FBAHelper\n"
]
},
{
"cell_type": "code",
"execution_count": 10,
"metadata": {
"collapsed": true,
"jupyter": {
"outputs_hidden": true
},
"tags": []
},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"WARNING:cobrakbase.core.kbasefba.fbamodel_builder:unable to add sink for [cpd15302_c0]: not found\n"
]
},
{
"data": {
"text/html": [
"
Objective
1.0 bio1 = 26.513845730068834
Uptake
\n",
" \n",
" \n",
" | Metabolite | \n",
" Reaction | \n",
" Flux | \n",
" C-Number | \n",
" C-Flux | \n",
"
\n",
" \n",
" \n",
" \n",
" | arabttr_e0 | \n",
" EX_arabttr_e0 | \n",
" 8.764 | \n",
" 0 | \n",
" 0.00% | \n",
"
\n",
" \n",
" | cpd00001_e0 | \n",
" EX_cpd00001_e0 | \n",
" 100 | \n",
" 0 | \n",
" 0.00% | \n",
"
\n",
" \n",
" | cpd00007_e0 | \n",
" EX_cpd00007_e0 | \n",
" 100 | \n",
" 0 | \n",
" 0.00% | \n",
"
\n",
" \n",
" | cpd00009_e0 | \n",
" EX_cpd00009_e0 | \n",
" 44.11 | \n",
" 0 | \n",
" 0.00% | \n",
"
\n",
" \n",
" | cpd00028_e0 | \n",
" EX_cpd00028_e0 | \n",
" 0.1238 | \n",
" 34 | \n",
" 0.04% | \n",
"
\n",
" \n",
" | cpd00030_e0 | \n",
" EX_cpd00030_e0 | \n",
" 0.1238 | \n",
" 0 | \n",
" 0.00% | \n",
"
\n",
" \n",
" | cpd00034_e0 | \n",
" EX_cpd00034_e0 | \n",
" 0.1238 | \n",
" 0 | \n",
" 0.00% | \n",
"
\n",
" \n",
" | cpd00039_e0 | \n",
" EX_cpd00039_e0 | \n",
" 8.844 | \n",
" 6 | \n",
" 0.46% | \n",
"
\n",
" \n",
" | cpd00047_e0 | \n",
" EX_cpd00047_e0 | \n",
" 30.99 | \n",
" 1 | \n",
" 0.27% | \n",
"
\n",
" \n",
" | cpd00063_e0 | \n",
" EX_cpd00063_e0 | \n",
" 0.1238 | \n",
" 0 | \n",
" 0.00% | \n",
"
\n",
" \n",
" | cpd00065_e0 | \n",
" EX_cpd00065_e0 | \n",
" 100 | \n",
" 11 | \n",
" 9.64% | \n",
"
\n",
" \n",
" | cpd00076_e0 | \n",
" EX_cpd00076_e0 | \n",
" 100 | \n",
" 12 | \n",
" 10.51% | \n",
"
\n",
" \n",
" | cpd00084_e0 | \n",
" EX_cpd00084_e0 | \n",
" 2.607 | \n",
" 3 | \n",
" 0.07% | \n",
"
\n",
" \n",
" | cpd00104_e0 | \n",
" EX_cpd00104_e0 | \n",
" 0.1238 | \n",
" 10 | \n",
" 0.01% | \n",
"
\n",
" \n",
" | cpd00106_e0 | \n",
" EX_cpd00106_e0 | \n",
" 52.12 | \n",
" 4 | \n",
" 1.83% | \n",
"
\n",
" \n",
" | cpd00108_e0 | \n",
" EX_cpd00108_e0 | \n",
" 1.302 | \n",
" 6 | \n",
" 0.07% | \n",
"
\n",
" \n",
" | cpd00119_e0 | \n",
" EX_cpd00119_e0 | \n",
" 100 | \n",
" 6 | \n",
" 5.26% | \n",
"
\n",
" \n",
" | cpd00122_e0 | \n",
" EX_cpd00122_e0 | \n",
" 4.904 | \n",
" 8 | \n",
" 0.34% | \n",
"
\n",
" \n",
" | cpd00149_e0 | \n",
" EX_cpd00149_e0 | \n",
" 0.1238 | \n",
" 0 | \n",
" 0.00% | \n",
"
\n",
" \n",
" | cpd00159_e0 | \n",
" EX_cpd00159_e0 | \n",
" 100 | \n",
" 3 | \n",
" 2.63% | \n",
"
\n",
" \n",
" | cpd00166_e0 | \n",
" EX_cpd00166_e0 | \n",
" 0.1238 | \n",
" 72 | \n",
" 0.08% | \n",
"
\n",
" \n",
" | cpd00179_e0 | \n",
" EX_cpd00179_e0 | \n",
" 82.65 | \n",
" 12 | \n",
" 8.69% | \n",
"
\n",
" \n",
" | cpd00182_e0 | \n",
" EX_cpd00182_e0 | \n",
" 100 | \n",
" 10 | \n",
" 8.76% | \n",
"
\n",
" \n",
" | cpd00205_e0 | \n",
" EX_cpd00205_e0 | \n",
" 0.1238 | \n",
" 0 | \n",
" 0.00% | \n",
"
\n",
" \n",
" | cpd00218_e0 | \n",
" EX_cpd00218_e0 | \n",
" 0.2475 | \n",
" 6 | \n",
" 0.01% | \n",
"
\n",
" \n",
" | cpd00220_e0 | \n",
" EX_cpd00220_e0 | \n",
" 0.2475 | \n",
" 17 | \n",
" 0.04% | \n",
"
\n",
" \n",
" | cpd00221_e0 | \n",
" EX_cpd00221_e0 | \n",
" 100 | \n",
" 3 | \n",
" 2.63% | \n",
"
\n",
" \n",
" | cpd00224_e0 | \n",
" EX_cpd00224_e0 | \n",
" 100 | \n",
" 5 | \n",
" 4.38% | \n",
"
\n",
" \n",
" | cpd00254_e0 | \n",
" EX_cpd00254_e0 | \n",
" 0.1238 | \n",
" 0 | \n",
" 0.00% | \n",
"
\n",
" \n",
" | cpd00263_e0 | \n",
" EX_cpd00263_e0 | \n",
" 0.1238 | \n",
" 8 | \n",
" 0.01% | \n",
"
\n",
" \n",
" | cpd00280_e0 | \n",
" EX_cpd00280_e0 | \n",
" 2.604 | \n",
" 6 | \n",
" 0.14% | \n",
"
\n",
" \n",
" | cpd00305_e0 | \n",
" EX_cpd00305_e0 | \n",
" 0.1238 | \n",
" 12 | \n",
" 0.01% | \n",
"
\n",
" \n",
" | cpd00311_e0 | \n",
" EX_cpd00311_e0 | \n",
" 6.167 | \n",
" 10 | \n",
" 0.54% | \n",
"
\n",
" \n",
" | cpd00322_e0 | \n",
" EX_cpd00322_e0 | \n",
" 11.44 | \n",
" 6 | \n",
" 0.60% | \n",
"
\n",
" \n",
" | cpd00363_e0 | \n",
" EX_cpd00363_e0 | \n",
" 100 | \n",
" 2 | \n",
" 1.75% | \n",
"
\n",
" \n",
" | cpd00367_e0 | \n",
" EX_cpd00367_e0 | \n",
" 100 | \n",
" 9 | \n",
" 7.88% | \n",
"
\n",
" \n",
" | cpd00393_e0 | \n",
" EX_cpd00393_e0 | \n",
" 0.3713 | \n",
" 19 | \n",
" 0.06% | \n",
"
\n",
" \n",
" | cpd00396_e0 | \n",
" EX_cpd00396_e0 | \n",
" 1.302 | \n",
" 6 | \n",
" 0.07% | \n",
"
\n",
" \n",
" | cpd00644_e0 | \n",
" EX_cpd00644_e0 | \n",
" 0.2475 | \n",
" 9 | \n",
" 0.02% | \n",
"
\n",
" \n",
" | cpd00654_e0 | \n",
" EX_cpd00654_e0 | \n",
" 95.49 | \n",
" 9 | \n",
" 7.53% | \n",
"
\n",
" \n",
" | cpd00971_e0 | \n",
" EX_cpd00971_e0 | \n",
" 0.1238 | \n",
" 0 | \n",
" 0.00% | \n",
"
\n",
" \n",
" | cpd10515_e0 | \n",
" EX_cpd10515_e0 | \n",
" 0.2475 | \n",
" 0 | \n",
" 0.00% | \n",
"
\n",
" \n",
" | cpd11591_e0 | \n",
" EX_cpd11591_e0 | \n",
" 97.79 | \n",
" 7 | \n",
" 6.00% | \n",
"
\n",
" \n",
" | cpd11640_e0 | \n",
" EX_cpd11640_e0 | \n",
" 100 | \n",
" 0 | \n",
" 0.00% | \n",
"
\n",
" \n",
" | cpd15500_e0 | \n",
" EX_cpd15500_e0 | \n",
" 0.1238 | \n",
" 51 | \n",
" 0.06% | \n",
"
\n",
" \n",
" | cpd15551_e0 | \n",
" EX_cpd15551_e0 | \n",
" 5.712 | \n",
" 7 | \n",
" 0.35% | \n",
"
\n",
" \n",
" | cpd15605_e0 | \n",
" EX_cpd15605_e0 | \n",
" 100 | \n",
" 11 | \n",
" 9.64% | \n",
"
\n",
" \n",
" | cpd15606_e0 | \n",
" EX_cpd15606_e0 | \n",
" 100 | \n",
" 11 | \n",
" 9.64% | \n",
"
\n",
" \n",
" | cps_bt_e0 | \n",
" EX_cps_bt_e0 | \n",
" 0.1238 | \n",
" 0 | \n",
" 0.00% | \n",
"
\n",
" \n",
" | galam_e0 | \n",
" EX_galam_e0 | \n",
" 100 | \n",
" 0 | \n",
" 0.00% | \n",
"
\n",
" \n",
" | glyasn_e0 | \n",
" EX_glyasn_e0 | \n",
" 100 | \n",
" 0 | \n",
" 0.00% | \n",
"
\n",
" \n",
" | hspg_degr_11_e0 | \n",
" EX_hspg_degr_11_e0 | \n",
" 100 | \n",
" 0 | \n",
" 0.00% | \n",
"
\n",
" \n",
" | hspg_degr_6_e0 | \n",
" EX_hspg_degr_6_e0 | \n",
" 100 | \n",
" 0 | \n",
" 0.00% | \n",
"
\n",
" \n",
" | leuleu_e0 | \n",
" EX_leuleu_e0 | \n",
" 57.79 | \n",
" 0 | \n",
" 0.00% | \n",
"
\n",
" \n",
" | lps_bt_e0 | \n",
" EX_lps_bt_e0 | \n",
" 0.5157 | \n",
" 0 | \n",
" 0.00% | \n",
"
\n",
" \n",
" | pe_cer1_bt_e0 | \n",
" EX_pe_cer1_bt_e0 | \n",
" 0.1238 | \n",
" 0 | \n",
" 0.00% | \n",
"
\n",
" \n",
" | pect_e0 | \n",
" EX_pect_e0 | \n",
" 0.5128 | \n",
" 0 | \n",
" 0.00% | \n",
"
\n",
" \n",
" | phearg_e0 | \n",
" EX_phearg_e0 | \n",
" 100 | \n",
" 0 | \n",
" 0.00% | \n",
"
\n",
" \n",
" | sphmyln_bt_e0 | \n",
" EX_sphmyln_bt_e0 | \n",
" 0.1238 | \n",
" 0 | \n",
" 0.00% | \n",
"
\n",
" \n",
"
Secretion
\n",
" \n",
" \n",
" | Metabolite | \n",
" Reaction | \n",
" Flux | \n",
" C-Number | \n",
" C-Flux | \n",
"
\n",
" \n",
" \n",
" \n",
" | arabinan101_e0 | \n",
" EX_arabinan101_e0 | \n",
" -1.302 | \n",
" 0 | \n",
" 0.00% | \n",
"
\n",
" \n",
" | argarg_e0 | \n",
" EX_argarg_e0 | \n",
" -46.12 | \n",
" 0 | \n",
" 0.00% | \n",
"
\n",
" \n",
" | cpd00011_e0 | \n",
" EX_cpd00011_e0 | \n",
" -100 | \n",
" 1 | \n",
" 0.73% | \n",
"
\n",
" \n",
" | cpd00013_e0 | \n",
" EX_cpd00013_e0 | \n",
" -100 | \n",
" 0 | \n",
" 0.00% | \n",
"
\n",
" \n",
" | cpd00020_e0 | \n",
" EX_cpd00020_e0 | \n",
" -100 | \n",
" 3 | \n",
" 2.20% | \n",
"
\n",
" \n",
" | cpd00027_e0 | \n",
" EX_cpd00027_e0 | \n",
" -100 | \n",
" 6 | \n",
" 4.41% | \n",
"
\n",
" \n",
" | cpd00029_e0 | \n",
" EX_cpd00029_e0 | \n",
" -100 | \n",
" 2 | \n",
" 1.47% | \n",
"
\n",
" \n",
" | cpd00033_e0 | \n",
" EX_cpd00033_e0 | \n",
" -100 | \n",
" 2 | \n",
" 1.47% | \n",
"
\n",
" \n",
" | cpd00035_e0 | \n",
" EX_cpd00035_e0 | \n",
" -100 | \n",
" 3 | \n",
" 2.20% | \n",
"
\n",
" \n",
" | cpd00036_e0 | \n",
" EX_cpd00036_e0 | \n",
" -100 | \n",
" 4 | \n",
" 2.94% | \n",
"
\n",
" \n",
" | cpd00041_e0 | \n",
" EX_cpd00041_e0 | \n",
" -100 | \n",
" 4 | \n",
" 2.94% | \n",
"
\n",
" \n",
" | cpd00053_e0 | \n",
" EX_cpd00053_e0 | \n",
" -100 | \n",
" 5 | \n",
" 3.67% | \n",
"
\n",
" \n",
" | cpd00054_e0 | \n",
" EX_cpd00054_e0 | \n",
" -100 | \n",
" 3 | \n",
" 2.20% | \n",
"
\n",
" \n",
" | cpd00060_e0 | \n",
" EX_cpd00060_e0 | \n",
" -93.7 | \n",
" 5 | \n",
" 3.44% | \n",
"
\n",
" \n",
" | cpd00066_e0 | \n",
" EX_cpd00066_e0 | \n",
" -95.21 | \n",
" 9 | \n",
" 6.30% | \n",
"
\n",
" \n",
" | cpd00067_e0 | \n",
" EX_cpd00067_e0 | \n",
" -100 | \n",
" 0 | \n",
" 0.00% | \n",
"
\n",
" \n",
" | cpd00069_e0 | \n",
" EX_cpd00069_e0 | \n",
" -96.44 | \n",
" 9 | \n",
" 6.38% | \n",
"
\n",
" \n",
" | cpd00082_e0 | \n",
" EX_cpd00082_e0 | \n",
" -100 | \n",
" 6 | \n",
" 4.41% | \n",
"
\n",
" \n",
" | cpd00092_e0 | \n",
" EX_cpd00092_e0 | \n",
" -94.25 | \n",
" 4 | \n",
" 2.77% | \n",
"
\n",
" \n",
" | cpd00105_e0 | \n",
" EX_cpd00105_e0 | \n",
" -100 | \n",
" 5 | \n",
" 3.67% | \n",
"
\n",
" \n",
" | cpd00107_e0 | \n",
" EX_cpd00107_e0 | \n",
" -100 | \n",
" 6 | \n",
" 4.41% | \n",
"
\n",
" \n",
" | cpd00116_e0 | \n",
" EX_cpd00116_e0 | \n",
" -100 | \n",
" 1 | \n",
" 0.73% | \n",
"
\n",
" \n",
" | cpd00117_e0 | \n",
" EX_cpd00117_e0 | \n",
" -100 | \n",
" 3 | \n",
" 2.20% | \n",
"
\n",
" \n",
" | cpd00132_e0 | \n",
" EX_cpd00132_e0 | \n",
" -93.78 | \n",
" 4 | \n",
" 2.76% | \n",
"
\n",
" \n",
" | cpd00141_e0 | \n",
" EX_cpd00141_e0 | \n",
" -55.02 | \n",
" 3 | \n",
" 1.21% | \n",
"
\n",
" \n",
" | cpd00156_e0 | \n",
" EX_cpd00156_e0 | \n",
" -13.77 | \n",
" 5 | \n",
" 0.51% | \n",
"
\n",
" \n",
" | cpd00161_e0 | \n",
" EX_cpd00161_e0 | \n",
" -93.46 | \n",
" 4 | \n",
" 2.75% | \n",
"
\n",
" \n",
" | cpd00164_e0 | \n",
" EX_cpd00164_e0 | \n",
" -100 | \n",
" 6 | \n",
" 4.41% | \n",
"
\n",
" \n",
" | cpd00249_e0 | \n",
" EX_cpd00249_e0 | \n",
" -92.84 | \n",
" 9 | \n",
" 6.14% | \n",
"
\n",
" \n",
" | cpd00276_e0 | \n",
" EX_cpd00276_e0 | \n",
" -100 | \n",
" 6 | \n",
" 4.41% | \n",
"
\n",
" \n",
" | cpd00430_e0 | \n",
" EX_cpd00430_e0 | \n",
" -100 | \n",
" 8 | \n",
" 5.88% | \n",
"
\n",
" \n",
" | cpd00438_e0 | \n",
" EX_cpd00438_e0 | \n",
" -94.25 | \n",
" 10 | \n",
" 6.93% | \n",
"
\n",
" \n",
" | cpd15836_e0 | \n",
" EX_cpd15836_e0 | \n",
" -97.54 | \n",
" 9 | \n",
" 6.45% | \n",
"
\n",
" \n",
" | hspg_degr_12_e0 | \n",
" EX_hspg_degr_12_e0 | \n",
" -100 | \n",
" 0 | \n",
" 0.00% | \n",
"
\n",
" \n",
" | indlac_e0 | \n",
" EX_indlac_e0 | \n",
" -98.54 | \n",
" 0 | \n",
" 0.00% | \n",
"
\n",
" \n",
" | unsdigalur_e0 | \n",
" EX_unsdigalur_e0 | \n",
" -100 | \n",
" 0 | \n",
" 0.00% | \n",
"
\n",
" \n",
" | cpd11416_c0 | \n",
" SK_cpd11416_c0 | \n",
" -26.51 | \n",
" 0 | \n",
" 0.00% | \n",
"
\n",
" \n",
"
"
],
"text/plain": [
""
]
},
"execution_count": 10,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"model = kbase_api.get_from_ws(\"E_iAH991V2\",40576)\n",
"model.solver = 'glpk'\n",
"kmp = KBaseMediaPkg(model)\n",
"kmp.build_package(None)\n",
"FBAHelper.set_objective_from_target_reaction(model,\"bio1\")\n",
"sol=model.optimize()\n",
"model.summary()\n"
]
},
{
"cell_type": "code",
"execution_count": 11,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"12ethd_e0 has no modelseed ID!\n",
"12ethd_c0 has no modelseed ID!\n",
"2ameph_c0 has no modelseed ID!\n",
"pald_c0 has no modelseed ID!\n",
"2fuclac_e0 has no modelseed ID!\n",
"cpd11493_c0 has modelseed ID cpd11493 but does not have a valid deltaG!\n",
"2mbutACP_c0 has no modelseed ID!\n",
"2mmal_c0 has no modelseed ID!\n",
"2mmale_c0 has no modelseed ID!\n",
"e3mmal_c0 has no modelseed ID!\n",
"3fuclac_e0 has no modelseed ID!\n",
"3hgACPm_c0 has no modelseed ID!\n",
"egACPm_c0 has no modelseed ID!\n",
"3hpACPm_c0 has no modelseed ID!\n",
"epACPm_c0 has no modelseed ID!\n",
"cpd11482_c0 has modelseed ID cpd11482 but does not have a valid deltaG!\n",
"cpd11475_c0 has modelseed ID cpd11475 but does not have a valid deltaG!\n",
"10m3hundecACP_c0 has no modelseed ID!\n",
"10mtundec2eACP_c0 has no modelseed ID!\n",
"10m3hddcaACP_c0 has no modelseed ID!\n",
"10mtddec2eACP_c0 has no modelseed ID!\n",
"11m3hddcaACP_c0 has no modelseed ID!\n",
"11mtddec2eACP_c0 has no modelseed ID!\n",
"cpd11480_c0 has modelseed ID cpd11480 but does not have a valid deltaG!\n",
"cpd11469_c0 has modelseed ID cpd11469 but does not have a valid deltaG!\n",
"cpd15366_c0 has modelseed ID cpd15366 but does not have a valid deltaG!\n",
"cpd15569_c0 has modelseed ID cpd15569 but does not have a valid deltaG!\n",
"12m3htridecACP_c0 has no modelseed ID!\n",
"12mttritec2eACP_c0 has no modelseed ID!\n",
"12m3hmyrsACP_c0 has no modelseed ID!\n",
"12mtmrs2eACP_c0 has no modelseed ID!\n",
"13m3hmyrsACP_c0 has no modelseed ID!\n",
"13mtmrs2eACP_c0 has no modelseed ID!\n",
"cpd11484_c0 has modelseed ID cpd11484 but does not have a valid deltaG!\n",
"cpd11467_c0 has modelseed ID cpd11467 but does not have a valid deltaG!\n",
"cpd15368_c0 has modelseed ID cpd15368 but does not have a valid deltaG!\n",
"cpd15570_c0 has modelseed ID cpd15570 but does not have a valid deltaG!\n",
"14m3hpentdecACP_c0 has no modelseed ID!\n",
"14mtpentdec2eACP_c0 has no modelseed ID!\n",
"14m3hpalmACP_c0 has no modelseed ID!\n",
"14mtpalm2eACP_c0 has no modelseed ID!\n",
"15m3hpalmACP_c0 has no modelseed ID!\n",
"15mtpalm2eACP_c0 has no modelseed ID!\n",
"cpd11481_c0 has modelseed ID cpd11481 but does not have a valid deltaG!\n",
"cpd11477_c0 has modelseed ID cpd11477 but does not have a valid deltaG!\n",
"cpd15369_c0 has modelseed ID cpd15369 but does not have a valid deltaG!\n",
"cpd15571_c0 has modelseed ID cpd15571 but does not have a valid deltaG!\n",
"cpd15371_c0 has modelseed ID cpd15371 but does not have a valid deltaG!\n",
"cpd15572_c0 has modelseed ID cpd15572 but does not have a valid deltaG!\n",
"cpd15370_c0 has modelseed ID cpd15370 but does not have a valid deltaG!\n",
"cpd15568_c0 has modelseed ID cpd15568 but does not have a valid deltaG!\n",
"cpd11836_c0 has modelseed ID cpd11836 but does not have a valid deltaG!\n",
"cpd11465_c0 has modelseed ID cpd11465 but does not have a valid deltaG!\n",
"4m3hpentACP_c0 has no modelseed ID!\n",
"4mtpent2eACP_c0 has no modelseed ID!\n",
"4m3hhexACP_c0 has no modelseed ID!\n",
"4mthex2eACP_c0 has no modelseed ID!\n",
"5m3hhexACP_c0 has no modelseed ID!\n",
"5mthex2eACP_c0 has no modelseed ID!\n",
"cpd11479_c0 has modelseed ID cpd11479 but does not have a valid deltaG!\n",
"cpd11473_c0 has modelseed ID cpd11473 but does not have a valid deltaG!\n",
"6m3hheptACP_c0 has no modelseed ID!\n",
"6mthept2eACP_c0 has no modelseed ID!\n",
"6m3hocACP_c0 has no modelseed ID!\n",
"6mtoct2eACP_c0 has no modelseed ID!\n",
"7m3hocACP_c0 has no modelseed ID!\n",
"7mtoct2eACP_c0 has no modelseed ID!\n",
"cpd11483_c0 has modelseed ID cpd11483 but does not have a valid deltaG!\n",
"cpd11471_c0 has modelseed ID cpd11471 but does not have a valid deltaG!\n",
"8m3hdcaACP_c0 has no modelseed ID!\n",
"8mtdec2eACP_c0 has no modelseed ID!\n",
"8m3hnonACP_c0 has no modelseed ID!\n",
"8mtnon2eACP_c0 has no modelseed ID!\n",
"9m3hdcaACP_c0 has no modelseed ID!\n",
"9mtdec2eACP_c0 has no modelseed ID!\n",
"3ogACPm_c0 has no modelseed ID!\n",
"3opACPm_c0 has no modelseed ID!\n",
"cpd11487_c0 has modelseed ID cpd11487 but does not have a valid deltaG!\n",
"10m3oundecACP_c0 has no modelseed ID!\n",
"10m3oddcaACP_c0 has no modelseed ID!\n",
"11m3oddcaACP_c0 has no modelseed ID!\n",
"cpd11489_c0 has modelseed ID cpd11489 but does not have a valid deltaG!\n",
"cpd15373_c0 has modelseed ID cpd15373 but does not have a valid deltaG!\n",
"12m3otridecACP_c0 has no modelseed ID!\n",
"12m3omyrsACP_c0 has no modelseed ID!\n",
"13m3omyrsACP_c0 has no modelseed ID!\n",
"cpd11491_c0 has modelseed ID cpd11491 but does not have a valid deltaG!\n",
"cpd15374_c0 has modelseed ID cpd15374 but does not have a valid deltaG!\n",
"14m3opentdecACP_c0 has no modelseed ID!\n",
"14m3opalmACP_c0 has no modelseed ID!\n",
"15m3opalmACP_c0 has no modelseed ID!\n",
"cpd11485_c0 has modelseed ID cpd11485 but does not have a valid deltaG!\n",
"cpd15375_c0 has modelseed ID cpd15375 but does not have a valid deltaG!\n",
"cpd15377_c0 has modelseed ID cpd15377 but does not have a valid deltaG!\n",
"cpd15376_c0 has modelseed ID cpd15376 but does not have a valid deltaG!\n",
"cpd11488_c0 has modelseed ID cpd11488 but does not have a valid deltaG!\n",
"4m3opentACP_c0 has no modelseed ID!\n",
"4m3ohexACP_c0 has no modelseed ID!\n",
"5m3ohexACP_c0 has no modelseed ID!\n",
"cpd11486_c0 has modelseed ID cpd11486 but does not have a valid deltaG!\n",
"6m3oheptACP_c0 has no modelseed ID!\n",
"6m3oocACP_c0 has no modelseed ID!\n",
"7m3oocACP_c0 has no modelseed ID!\n",
"cpd11490_c0 has modelseed ID cpd11490 but does not have a valid deltaG!\n",
"8m3odcaACP_c0 has no modelseed ID!\n",
"8m3ononACP_c0 has no modelseed ID!\n",
"9m3odcaACP_c0 has no modelseed ID!\n",
"cpd11492_c0 has modelseed ID cpd11492 but does not have a valid deltaG!\n",
"cpd11470_c0 has modelseed ID cpd11470 but does not have a valid deltaG!\n",
"10mundecACP_c0 has no modelseed ID!\n",
"10mddcaACP_c0 has no modelseed ID!\n",
"11mddcaACP_c0 has no modelseed ID!\n",
"cpd11474_c0 has modelseed ID cpd11474 but does not have a valid deltaG!\n",
"cpd15416_c0 has modelseed ID cpd15416 but does not have a valid deltaG!\n",
"12mtridecACP_c0 has no modelseed ID!\n",
"12mmyrsACP_c0 has no modelseed ID!\n",
"13mmyrsACP_c0 has no modelseed ID!\n",
"cpd11468_c0 has modelseed ID cpd11468 but does not have a valid deltaG!\n",
"cpd15415_c0 has modelseed ID cpd15415 but does not have a valid deltaG!\n",
"cpd11466_c0 has modelseed ID cpd11466 but does not have a valid deltaG!\n",
"cpd15294_c0 has modelseed ID cpd15294 but does not have a valid deltaG!\n",
"cpd15277_c0 has modelseed ID cpd15277 but does not have a valid deltaG!\n",
"cpd15239_c0 has modelseed ID cpd15239 but does not have a valid deltaG!\n",
"2mpropACP_c0 has no modelseed ID!\n",
"3mbutACP_c0 has no modelseed ID!\n",
"4mpentACP_c0 has no modelseed ID!\n",
"4mhexACP_c0 has no modelseed ID!\n",
"5mhexACP_c0 has no modelseed ID!\n",
"cpd11464_c0 has modelseed ID cpd11464 but does not have a valid deltaG!\n",
"6mheptACP_c0 has no modelseed ID!\n",
"6mocACP_c0 has no modelseed ID!\n",
"7mocACP_c0 has no modelseed ID!\n",
"cpd11472_c0 has modelseed ID cpd11472 but does not have a valid deltaG!\n",
"8mdcaACP_c0 has no modelseed ID!\n",
"8mnonACP_c0 has no modelseed ID!\n",
"9mdcaACP_c0 has no modelseed ID!\n",
"7ocholate_c0 has no modelseed ID!\n",
"cpd00971_c0 has modelseed ID cpd00971 but does not have a valid deltaG!\n",
"7ocholate_e0 has no modelseed ID!\n",
"cpd00971_e0 has modelseed ID cpd00971 but does not have a valid deltaG!\n",
"acgal6p_c0 has no modelseed ID!\n",
"kdnp_c0 has no modelseed ID!\n",
"cpd15522_c0 has modelseed ID cpd15522 but does not have a valid deltaG!\n",
"cpd15327_c0 has modelseed ID cpd15327 but does not have a valid deltaG!\n",
"cpd15524_c0 has modelseed ID cpd15524 but does not have a valid deltaG!\n",
"cpd15526_c0 has modelseed ID cpd15526 but does not have a valid deltaG!\n",
"1aipdecg3p_c0 has no modelseed ID!\n",
"aipdcoa_c0 has no modelseed ID!\n",
"paai15_c0 has no modelseed ID!\n",
"aihpdcoa_c0 has no modelseed ID!\n",
"1aihpdecg3p_c0 has no modelseed ID!\n",
"paai17_c0 has no modelseed ID!\n",
"itdcoa_c0 has no modelseed ID!\n",
"1itdecg3p_c0 has no modelseed ID!\n",
"pai14_c0 has no modelseed ID!\n",
"ipdcoa_c0 has no modelseed ID!\n",
"1ipdecg3p_c0 has no modelseed ID!\n",
"pai15_c0 has no modelseed ID!\n",
"ihdcoa_c0 has no modelseed ID!\n",
"1ihdecg3p_c0 has no modelseed ID!\n",
"pai16_c0 has no modelseed ID!\n",
"ihpdcoa_c0 has no modelseed ID!\n",
"1ihpdecg3p_c0 has no modelseed ID!\n",
"pai17_c0 has no modelseed ID!\n",
"cpd11494_c0 has modelseed ID cpd11494 but does not have a valid deltaG!\n",
"cpd12370_c0 has modelseed ID cpd12370 but does not have a valid deltaG!\n",
"cpd00421_c0 has modelseed ID cpd00421 but does not have a valid deltaG!\n",
"cpd00166_e0 has modelseed ID cpd00166 but does not have a valid deltaG!\n",
"cpd00166_c0 has modelseed ID cpd00166 but does not have a valid deltaG!\n",
"galam6p_c0 has no modelseed ID!\n",
"ncptrc_c0 has no modelseed ID!\n",
"cpd15521_c0 has modelseed ID cpd15521 but does not have a valid deltaG!\n",
"cpd15268_c0 has modelseed ID cpd15268 but does not have a valid deltaG!\n",
"cpd15328_c0 has modelseed ID cpd15328 but does not have a valid deltaG!\n",
"cpd11825_c0 has modelseed ID cpd11825 but does not have a valid deltaG!\n",
"cpd15527_c0 has modelseed ID cpd15527 but does not have a valid deltaG!\n",
"s2l2n2m2m_e0 has no modelseed ID!\n",
"s2l2n2m2mn_e0 has no modelseed ID!\n",
"chtbs_e0 has no modelseed ID!\n",
"n2m2mn_e0 has no modelseed ID!\n",
"m2mn_e0 has no modelseed ID!\n",
"cpd11421_c0 has modelseed ID cpd11421 but does not have a valid deltaG!\n",
"cpd11420_c0 has modelseed ID cpd11420 but does not have a valid deltaG!\n",
"14mpalmACP_c0 has no modelseed ID!\n",
"alaasp_c0 has no modelseed ID!\n",
"alaasp_e0 has no modelseed ID!\n",
"alaglu_c0 has no modelseed ID!\n",
"alaglu_e0 has no modelseed ID!\n",
"alagly_c0 has no modelseed ID!\n",
"alagly_e0 has no modelseed ID!\n",
"alathr_c0 has no modelseed ID!\n",
"alathr_e0 has no modelseed ID!\n",
"cpd03485_c0 has modelseed ID cpd03485 but does not have a valid deltaG!\n",
"cpd15494_c0 has modelseed ID cpd15494 but does not have a valid deltaG!\n",
"amannan140_e0 has no modelseed ID!\n",
"2dmmql10_c0 has no modelseed ID!\n",
"mql10_c0 has no modelseed ID!\n",
"2dmmql11_c0 has no modelseed ID!\n",
"mql11_c0 has no modelseed ID!\n",
"2dmmql7_c0 has no modelseed ID!\n",
"cpd11451_c0 has modelseed ID cpd11451 but does not have a valid deltaG!\n",
"2dmmql9_c0 has no modelseed ID!\n",
"mql9_c0 has no modelseed ID!\n",
"strch1_e0 has no modelseed ID!\n",
"strch2_e0 has no modelseed ID!\n",
"amylose300_e0 has no modelseed ID!\n",
"starch1200_e0 has no modelseed ID!\n",
"pmACP_c0 has no modelseed ID!\n",
"arabttr_e0 has no modelseed ID!\n",
"arabinan101_e0 has no modelseed ID!\n",
"arabinogal_e0 has no modelseed ID!\n",
"argarg_c0 has no modelseed ID!\n",
"argarg_e0 has no modelseed ID!\n",
"Largn_c0 has no modelseed ID!\n",
"hspg_degr_4_e0 has no modelseed ID!\n",
"hspg_degr_5_e0 has no modelseed ID!\n",
"hspg_degr_9_e0 has no modelseed ID!\n",
"hspg_degr_10_e0 has no modelseed ID!\n",
"hspg_degr_3_e0 has no modelseed ID!\n",
"hspg_degr_8_e0 has no modelseed ID!\n",
"mn_e0 has no modelseed ID!\n",
"apoC_Lys_c0 has no modelseed ID!\n",
"apoC_Lys_btn_c0 has no modelseed ID!\n",
"cpd00063_e0 has modelseed ID cpd00063 but does not have a valid deltaG!\n",
"cpd00063_c0 has modelseed ID cpd00063 but does not have a valid deltaG!\n",
"cpd15836_c0 has modelseed ID cpd15836 but does not have a valid deltaG!\n",
"cpd15836_e0 has modelseed ID cpd15836 but does not have a valid deltaG!\n",
"cpd00635_e0 has modelseed ID cpd00635 but does not have a valid deltaG!\n",
"cpd00635_c0 has modelseed ID cpd00635 but does not have a valid deltaG!\n",
"cpd00110_c0 has modelseed ID cpd00110 but does not have a valid deltaG!\n",
"cpd00109_c0 has modelseed ID cpd00109 but does not have a valid deltaG!\n",
"cpd01012_c0 has modelseed ID cpd01012 but does not have a valid deltaG!\n",
"cpd01012_e0 has modelseed ID cpd01012 but does not have a valid deltaG!\n",
"cdpglc_c0 has no modelseed ID!\n",
"cdpddg_c0 has no modelseed ID!\n",
"cer1_bt_c0 has no modelseed ID!\n",
"sphmyln_bt_c0 has no modelseed ID!\n",
"pe_cer1_bt_c0 has no modelseed ID!\n",
"kdn_c0 has no modelseed ID!\n",
"ckdn_c0 has no modelseed ID!\n",
"cpd15536_c0 has modelseed ID cpd15536 but does not have a valid deltaG!\n",
"cpd15426_c0 has modelseed ID cpd15426 but does not have a valid deltaG!\n",
"cpd15538_c0 has modelseed ID cpd15538 but does not have a valid deltaG!\n",
"cpd15428_c0 has modelseed ID cpd15428 but does not have a valid deltaG!\n",
"cpd15540_c0 has modelseed ID cpd15540 but does not have a valid deltaG!\n",
"cpd15430_c0 has modelseed ID cpd15430 but does not have a valid deltaG!\n",
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"clpnai17_c0 has no modelseed ID!\n",
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"pgi17_c0 has no modelseed ID!\n",
"clpni17_c0 has no modelseed ID!\n",
"cpd00149_c0 has modelseed ID cpd00149 but does not have a valid deltaG!\n",
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"cps_bt_c0 has no modelseed ID!\n",
"cps_bt_e0 has no modelseed ID!\n",
"cspg_a_degr_e0 has no modelseed ID!\n",
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"cspg_c_rest_e0 has no modelseed ID!\n",
"cspmd_c0 has no modelseed ID!\n",
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"cpd00099_c0 has modelseed ID cpd00099 but does not have a valid deltaG!\n",
"cpd00058_e0 has modelseed ID cpd00058 but does not have a valid deltaG!\n",
"cpd00058_c0 has modelseed ID cpd00058 but does not have a valid deltaG!\n",
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"cpd15423_c0 has modelseed ID cpd15423 but does not have a valid deltaG!\n",
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"cdpdaipdecg_c0 has no modelseed ID!\n",
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"cdpdihdecg_c0 has no modelseed ID!\n",
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"dkdglcn_c0 has no modelseed ID!\n",
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"cpd15830_c0 has modelseed ID cpd15830 but does not have a valid deltaG!\n",
"cpd15851_c0 has modelseed ID cpd15851 but does not have a valid deltaG!\n",
"cpd15360_c0 has modelseed ID cpd15360 but does not have a valid deltaG!\n",
"dt5hsu_e0 has no modelseed ID!\n",
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"gACPm_c0 has no modelseed ID!\n",
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"Ser_Thr_e0 has no modelseed ID!\n",
"T_antigen_e0 has no modelseed ID!\n",
"Tn_antigen_e0 has no modelseed ID!\n",
"acerA_e0 has no modelseed ID!\n",
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"cpd15494_e0 has modelseed ID cpd15494 but does not have a valid deltaG!\n",
"manb_e0 has no modelseed ID!\n",
"manpt_e0 has no modelseed ID!\n",
"mantr_e0 has no modelseed ID!\n",
"manttr_e0 has no modelseed ID!\n",
"mbenz_e0 has no modelseed ID!\n",
"metala_e0 has no modelseed ID!\n",
"cpd00030_e0 has modelseed ID cpd00030 but does not have a valid deltaG!\n",
"mqn10_e0 has no modelseed ID!\n",
"mqn11_e0 has no modelseed ID!\n",
"mqn9_e0 has no modelseed ID!\n",
"neulacnttr_e0 has no modelseed ID!\n",
"oligofru4_e0 has no modelseed ID!\n",
"cpd04097_e0 has modelseed ID cpd04097 but does not have a valid deltaG!\n",
"pe_cer1_bt_e0 has no modelseed ID!\n",
"pect_e0 has no modelseed ID!\n",
"pecticgal_e0 has no modelseed ID!\n",
"phearg_e0 has no modelseed ID!\n",
"cpd00028_e0 has modelseed ID cpd00028 but does not have a valid deltaG!\n",
"phppa_e0 has no modelseed ID!\n",
"plac_e0 has no modelseed ID!\n",
"pullulan1200_e0 has no modelseed ID!\n",
"rhamnogalurI_e0 has no modelseed ID!\n",
"rhamnogalurII_e0 has no modelseed ID!\n",
"s2l2fn2m2masn_e0 has no modelseed ID!\n",
"s2l2n2m2masn_e0 has no modelseed ID!\n",
"sT_antigen_e0 has no modelseed ID!\n",
"sTn_antigen_e0 has no modelseed ID!\n",
"sphmyln_bt_e0 has no modelseed ID!\n",
"stys_e0 has no modelseed ID!\n",
"unsdigalur_e0 has no modelseed ID!\n",
"cpd00034_e0 has modelseed ID cpd00034 but does not have a valid deltaG!\n",
"cpd15237_c0 has modelseed ID cpd15237 but does not have a valid deltaG!\n",
"cpd15238_c0 has modelseed ID cpd15238 but does not have a valid deltaG!\n",
"cpd15269_c0 has modelseed ID cpd15269 but does not have a valid deltaG!\n",
"cpd15274_c0 has modelseed ID cpd15274 but does not have a valid deltaG!\n",
"cpd11438_c0 has modelseed ID cpd11438 but does not have a valid deltaG!\n",
"cpd11433_c0 has modelseed ID cpd11433 but does not have a valid deltaG!\n",
"cpd11430_c0 has modelseed ID cpd11430 but does not have a valid deltaG!\n",
"cpd11436_c0 has modelseed ID cpd11436 but does not have a valid deltaG!\n",
"cpd11440_c0 has modelseed ID cpd11440 but does not have a valid deltaG!\n",
"cpd11431_c0 has modelseed ID cpd11431 but does not have a valid deltaG!\n",
"cpd11620_c0 has modelseed ID cpd11620 but does not have a valid deltaG!\n",
"cpd11621_c0 has modelseed ID cpd11621 but does not have a valid deltaG!\n",
"10fthf5glu_c0 has no modelseed ID!\n",
"cpd06227_c0 has modelseed ID cpd06227 but does not have a valid deltaG!\n",
"mqn10_c0 has no modelseed ID!\n",
"mqn11_c0 has no modelseed ID!\n",
"mqn9_c0 has no modelseed ID!\n",
"ggdp_c0 has no modelseed ID!\n",
"levanb_c0 has no modelseed ID!\n",
"5forthf_c0 has no modelseed ID!\n",
"galam_c0 has no modelseed ID!\n",
"glc_bD_c0 has no modelseed ID!\n",
"cpd12005_c0 has modelseed ID cpd12005 but does not have a valid deltaG!\n",
"cpd11830_c0 has modelseed ID cpd11830 but does not have a valid deltaG!\n",
"cpd12225_c0 has modelseed ID cpd12225 but does not have a valid deltaG!\n",
"gchola_c0 has no modelseed ID!\n",
"glyasn_c0 has no modelseed ID!\n",
"glyasp_c0 has no modelseed ID!\n",
"glyglu_c0 has no modelseed ID!\n",
"cpd15604_c0 has modelseed ID cpd15604 but does not have a valid deltaG!\n",
"cpd15605_c0 has modelseed ID cpd15605 but does not have a valid deltaG!\n",
"glypro_c0 has no modelseed ID!\n",
"cpd15606_c0 has modelseed ID cpd15606 but does not have a valid deltaG!\n",
"cpd00028_c0 has modelseed ID cpd00028 but does not have a valid deltaG!\n",
"cpd00531_c0 has modelseed ID cpd00531 but does not have a valid deltaG!\n",
"indlac_c0 has no modelseed ID!\n",
"cpd15876_c0 has modelseed ID cpd15876 but does not have a valid deltaG!\n",
"cpd15877_c0 has modelseed ID cpd15877 but does not have a valid deltaG!\n",
"isobut_c0 has no modelseed ID!\n",
"isocapr_c0 has no modelseed ID!\n",
"isoval_c0 has no modelseed ID!\n",
"cpd00205_c0 has modelseed ID cpd00205 but does not have a valid deltaG!\n",
"leugly_c0 has no modelseed ID!\n",
"leuleu_c0 has no modelseed ID!\n",
"lipidX_bt_c0 has no modelseed ID!\n",
"u2ga_bt_c0 has no modelseed ID!\n",
"lipidAds_bt_c0 has no modelseed ID!\n",
"core_lps_bt_c0 has no modelseed ID!\n",
"lps_bt_c0 has no modelseed ID!\n",
"malcoam_c0 has no modelseed ID!\n",
"mantr_c0 has no modelseed ID!\n",
"mbenz_c0 has no modelseed ID!\n",
"metala_c0 has no modelseed ID!\n",
"cpd15498_c0 has modelseed ID cpd15498 but does not have a valid deltaG!\n",
"cpd00030_c0 has modelseed ID cpd00030 but does not have a valid deltaG!\n",
"lipidA_bt_c0 has no modelseed ID!\n",
"nicrns_c0 has no modelseed ID!\n",
"cpd02968_c0 has modelseed ID cpd02968 but does not have a valid deltaG!\n",
"cpd04097_c0 has modelseed ID cpd04097 but does not have a valid deltaG!\n",
"cpd15531_c0 has modelseed ID cpd15531 but does not have a valid deltaG!\n",
"cpd15542_c0 has modelseed ID cpd15542 but does not have a valid deltaG!\n",
"cpd15535_c0 has modelseed ID cpd15535 but does not have a valid deltaG!\n",
"cpd15543_c0 has modelseed ID cpd15543 but does not have a valid deltaG!\n",
"cpd15545_c0 has modelseed ID cpd15545 but does not have a valid deltaG!\n",
"cpd15547_c0 has modelseed ID cpd15547 but does not have a valid deltaG!\n",
"cpd15548_c0 has modelseed ID cpd15548 but does not have a valid deltaG!\n",
"cpd15541_c0 has modelseed ID cpd15541 but does not have a valid deltaG!\n",
"pgpai15_c0 has no modelseed ID!\n",
"pgpai17_c0 has no modelseed ID!\n",
"pgpi14_c0 has no modelseed ID!\n",
"pgpi15_c0 has no modelseed ID!\n",
"pgpi16_c0 has no modelseed ID!\n",
"pgpi17_c0 has no modelseed ID!\n",
"phearg_c0 has no modelseed ID!\n",
"phppa_c0 has no modelseed ID!\n",
"plac_c0 has no modelseed ID!\n",
"cpd15654_c0 has modelseed ID cpd15654 but does not have a valid deltaG!\n",
"cpd15552_c0 has modelseed ID cpd15552 but does not have a valid deltaG!\n",
"cpd15528_c0 has modelseed ID cpd15528 but does not have a valid deltaG!\n",
"cpd15553_c0 has modelseed ID cpd15553 but does not have a valid deltaG!\n",
"cpd15529_c0 has modelseed ID cpd15529 but does not have a valid deltaG!\n",
"cpd15555_c0 has modelseed ID cpd15555 but does not have a valid deltaG!\n",
"cpd15557_c0 has modelseed ID cpd15557 but does not have a valid deltaG!\n",
"cpd15533_c0 has modelseed ID cpd15533 but does not have a valid deltaG!\n",
"cpd15558_c0 has modelseed ID cpd15558 but does not have a valid deltaG!\n",
"cpd15534_c0 has modelseed ID cpd15534 but does not have a valid deltaG!\n",
"psai15_c0 has no modelseed ID!\n",
"peai15_c0 has no modelseed ID!\n",
"psai17_c0 has no modelseed ID!\n",
"peai17_c0 has no modelseed ID!\n",
"psi14_c0 has no modelseed ID!\n",
"pei14_c0 has no modelseed ID!\n",
"psi15_c0 has no modelseed ID!\n",
"pei15_c0 has no modelseed ID!\n",
"psi16_c0 has no modelseed ID!\n",
"pei16_c0 has no modelseed ID!\n",
"psi17_c0 has no modelseed ID!\n",
"pei17_c0 has no modelseed ID!\n",
"adphep7p_LD_c0 has no modelseed ID!\n",
"xu1p_L_c0 has no modelseed ID!\n",
"2s5epchc_c0 has no modelseed ID!\n",
"stys_c0 has no modelseed ID!\n",
"succitr_L_c0 has no modelseed ID!\n",
"cpd16114_c0 has modelseed ID cpd16114 but does not have a valid deltaG!\n",
"u23ga_bt_c0 has no modelseed ID!\n",
"u2hga_bt_c0 has no modelseed ID!\n",
"cpd16103_c0 has modelseed ID cpd16103 but does not have a valid deltaG!\n",
"udpidour_c0 has no modelseed ID!\n",
"udpxyl_c0 has no modelseed ID!\n",
"cpd00034_c0 has modelseed ID cpd00034 but does not have a valid deltaG!\n",
"cpd11416_c0 has modelseed ID cpd11416 but does not have a valid deltaG!\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"WARNING:cobra.summary.model_summary:Non-linear or non-reaction model objective. Falling back to minimal display.\n"
]
},
{
"data": {
"text/html": [
"Objective
nan Expression = nan
Uptake
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" \n",
" \n",
" | Metabolite | \n",
" Reaction | \n",
" Flux | \n",
" C-Number | \n",
" C-Flux | \n",
"
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" \n",
" \n",
" \n",
"
Secretion
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" \n",
" \n",
" | Metabolite | \n",
" Reaction | \n",
" Flux | \n",
" C-Number | \n",
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"
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" \n",
" \n",
" \n",
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],
"text/plain": [
""
]
},
"execution_count": 11,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"ftp = FullThermoPkg(model)\n",
"modelseed_db_path = os.path.join('..', '..', '..', 'ModelSEEDDatabase') # /Users/chenry/code/ModelSEEDDatabase/\n",
"ftp.build_package({\"modelseed_path\":modelseed_db_path})\n",
"with open('FullThermo.lp', 'w') as out:\n",
" out.write(str(model.solver))\n",
"sol=model.optimize()\n",
"#Next minimize active reactions\n",
"model.summary()"
]
}
],
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"kernelspec": {
"display_name": "Python 3 (ipykernel)",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
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"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
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