repo stringlengths 7 55 | path stringlengths 4 127 | func_name stringlengths 1 88 | original_string stringlengths 75 19.8k | language stringclasses 1
value | code stringlengths 75 19.8k | code_tokens list | docstring stringlengths 3 17.3k | docstring_tokens list | sha stringlengths 40 40 | url stringlengths 87 242 | partition stringclasses 1
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tanghaibao/goatools | goatools/base.py | ftp_get | def ftp_get(fin_src, fout):
"""Download a file from an ftp server"""
assert fin_src[:6] == 'ftp://', fin_src
dir_full, fin_ftp = os.path.split(fin_src[6:])
pt0 = dir_full.find('/')
assert pt0 != -1, pt0
ftphost = dir_full[:pt0]
chg_dir = dir_full[pt0+1:]
print('FTP RETR {HOST} {DIR} {SRC... | python | def ftp_get(fin_src, fout):
"""Download a file from an ftp server"""
assert fin_src[:6] == 'ftp://', fin_src
dir_full, fin_ftp = os.path.split(fin_src[6:])
pt0 = dir_full.find('/')
assert pt0 != -1, pt0
ftphost = dir_full[:pt0]
chg_dir = dir_full[pt0+1:]
print('FTP RETR {HOST} {DIR} {SRC... | [
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tanghaibao/goatools | goatools/base.py | dnld_file | def dnld_file(src_ftp, dst_file, prt=sys.stdout, loading_bar=True):
"""Download specified file if necessary."""
if os.path.isfile(dst_file):
return
do_gunzip = src_ftp[-3:] == '.gz' and dst_file[-3:] != '.gz'
dst_wget = "{DST}.gz".format(DST=dst_file) if do_gunzip else dst_file
# Write to st... | python | def dnld_file(src_ftp, dst_file, prt=sys.stdout, loading_bar=True):
"""Download specified file if necessary."""
if os.path.isfile(dst_file):
return
do_gunzip = src_ftp[-3:] == '.gz' and dst_file[-3:] != '.gz'
dst_wget = "{DST}.gz".format(DST=dst_file) if do_gunzip else dst_file
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tanghaibao/goatools | goatools/godag/obo_optional_attributes.py | OboOptionalAttrs.init_datamembers | def init_datamembers(self, rec):
"""Initialize current GOTerm with data members for storing optional attributes."""
# pylint: disable=multiple-statements
if 'synonym' in self.optional_attrs: rec.synonym = []
if 'xref' in self.optional_attrs: rec.xref = set()
if 'subs... | python | def init_datamembers(self, rec):
"""Initialize current GOTerm with data members for storing optional attributes."""
# pylint: disable=multiple-statements
if 'synonym' in self.optional_attrs: rec.synonym = []
if 'xref' in self.optional_attrs: rec.xref = set()
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tanghaibao/goatools | goatools/godag/obo_optional_attributes.py | OboOptionalAttrs._get_synonym | def _get_synonym(self, line):
"""Given line, return optional attribute synonym value in a namedtuple.
Example synonym and its storage in a namedtuple:
synonym: "The other white meat" EXACT MARKETING_SLOGAN [MEAT:00324, BACONBASE:03021]
text: "The other white meat"
scope:... | python | def _get_synonym(self, line):
"""Given line, return optional attribute synonym value in a namedtuple.
Example synonym and its storage in a namedtuple:
synonym: "The other white meat" EXACT MARKETING_SLOGAN [MEAT:00324, BACONBASE:03021]
text: "The other white meat"
scope:... | [
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text: "The other white meat"
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tanghaibao/goatools | goatools/godag/obo_optional_attributes.py | OboOptionalAttrs._get_xref | def _get_xref(self, line):
"""Given line, return optional attribute xref value in a dict of sets."""
# Ex: Wikipedia:Zygotene
# Ex: Reactome:REACT_22295 "Addition of a third mannose to ..."
mtch = self.attr2cmp['xref'].match(line)
return mtch.group(1).replace(' ', '') | python | def _get_xref(self, line):
"""Given line, return optional attribute xref value in a dict of sets."""
# Ex: Wikipedia:Zygotene
# Ex: Reactome:REACT_22295 "Addition of a third mannose to ..."
mtch = self.attr2cmp['xref'].match(line)
return mtch.group(1).replace(' ', '') | [
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tanghaibao/goatools | goatools/godag/obo_optional_attributes.py | OboOptionalAttrs._init_compile_patterns | def _init_compile_patterns(optional_attrs):
"""Compile search patterns for optional attributes if needed."""
attr2cmp = {}
if optional_attrs is None:
return attr2cmp
# "peptidase inhibitor complex" EXACT [GOC:bf, GOC:pr]
# "blood vessel formation from pre-existing blo... | python | def _init_compile_patterns(optional_attrs):
"""Compile search patterns for optional attributes if needed."""
attr2cmp = {}
if optional_attrs is None:
return attr2cmp
# "peptidase inhibitor complex" EXACT [GOC:bf, GOC:pr]
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tanghaibao/goatools | goatools/cli/wr_hierarchy.py | cli | def cli():
"""Command-line script to print a GO term's lower-level hierarchy."""
objcli = WrHierCli(sys.argv[1:])
fouts_txt = objcli.get_fouts()
if fouts_txt:
for fout_txt in fouts_txt:
objcli.wrtxt_hier(fout_txt)
else:
objcli.prt_hier(sys.stdout) | python | def cli():
"""Command-line script to print a GO term's lower-level hierarchy."""
objcli = WrHierCli(sys.argv[1:])
fouts_txt = objcli.get_fouts()
if fouts_txt:
for fout_txt in fouts_txt:
objcli.wrtxt_hier(fout_txt)
else:
objcli.prt_hier(sys.stdout) | [
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tanghaibao/goatools | goatools/cli/wr_hierarchy.py | WrHierCli.get_fouts | def get_fouts(self):
"""Get output filename."""
fouts_txt = []
if 'o' in self.kws:
fouts_txt.append(self.kws['o'])
if 'f' in self.kws:
fouts_txt.append(self._get_fout_go())
return fouts_txt | python | def get_fouts(self):
"""Get output filename."""
fouts_txt = []
if 'o' in self.kws:
fouts_txt.append(self.kws['o'])
if 'f' in self.kws:
fouts_txt.append(self._get_fout_go())
return fouts_txt | [
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tanghaibao/goatools | goatools/cli/wr_hierarchy.py | WrHierCli._get_fout_go | def _get_fout_go(self):
"""Get the name of an output file based on the top GO term."""
assert self.goids, "NO VALID GO IDs WERE PROVIDED AS STARTING POINTS FOR HIERARCHY REPORT"
base = next(iter(self.goids)).replace(':', '')
upstr = '_up' if 'up' in self.kws else ''
return "hier_... | python | def _get_fout_go(self):
"""Get the name of an output file based on the top GO term."""
assert self.goids, "NO VALID GO IDs WERE PROVIDED AS STARTING POINTS FOR HIERARCHY REPORT"
base = next(iter(self.goids)).replace(':', '')
upstr = '_up' if 'up' in self.kws else ''
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tanghaibao/goatools | goatools/cli/wr_hierarchy.py | WrHierCli.wrtxt_hier | def wrtxt_hier(self, fout_txt):
"""Write hierarchy below specfied GO IDs to an ASCII file."""
with open(fout_txt, 'wb') as prt:
self.prt_hier(prt)
print(" WROTE: {TXT}".format(TXT=fout_txt)) | python | def wrtxt_hier(self, fout_txt):
"""Write hierarchy below specfied GO IDs to an ASCII file."""
with open(fout_txt, 'wb') as prt:
self.prt_hier(prt)
print(" WROTE: {TXT}".format(TXT=fout_txt)) | [
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tanghaibao/goatools | goatools/cli/wr_hierarchy.py | WrHierCli.prt_hier | def prt_hier(self, prt=sys.stdout):
"""Write hierarchy below specfied GO IDs."""
objwr = WrHierGO(self.gosubdag, **self.kws)
assert self.goids, "NO VALID GO IDs WERE PROVIDED"
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for goid in self.goids:
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... | python | def prt_hier(self, prt=sys.stdout):
"""Write hierarchy below specfied GO IDs."""
objwr = WrHierGO(self.gosubdag, **self.kws)
assert self.goids, "NO VALID GO IDs WERE PROVIDED"
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for goid in self.goids:
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tanghaibao/goatools | goatools/cli/wr_hierarchy.py | WrHierCli._adj_for_assc | def _adj_for_assc(self):
"""Print only GO IDs from associations and their ancestors."""
if self.gene2gos:
gos_assoc = set(get_b2aset(self.gene2gos).keys())
if 'item_marks' not in self.kws:
self.kws['item_marks'] = {go:'>' for go in gos_assoc}
if 'inclu... | python | def _adj_for_assc(self):
"""Print only GO IDs from associations and their ancestors."""
if self.gene2gos:
gos_assoc = set(get_b2aset(self.gene2gos).keys())
if 'item_marks' not in self.kws:
self.kws['item_marks'] = {go:'>' for go in gos_assoc}
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tanghaibao/goatools | goatools/pvalcalc.py | PvalCalcBase.calc_pvalue | def calc_pvalue(self, study_count, study_n, pop_count, pop_n):
"""pvalues are calculated in derived classes."""
fnc_call = "calc_pvalue({SCNT}, {STOT}, {PCNT} {PTOT})".format(
SCNT=study_count, STOT=study_n, PCNT=pop_count, PTOT=pop_n)
raise Exception("NOT IMPLEMENTED: {FNC_CALL} usi... | python | def calc_pvalue(self, study_count, study_n, pop_count, pop_n):
"""pvalues are calculated in derived classes."""
fnc_call = "calc_pvalue({SCNT}, {STOT}, {PCNT} {PTOT})".format(
SCNT=study_count, STOT=study_n, PCNT=pop_count, PTOT=pop_n)
raise Exception("NOT IMPLEMENTED: {FNC_CALL} usi... | [
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tanghaibao/goatools | goatools/pvalcalc.py | FisherFactory._init_pval_obj | def _init_pval_obj(self):
"""Returns a Fisher object based on user-input."""
if self.pval_fnc_name in self.options.keys():
try:
fisher_obj = self.options[self.pval_fnc_name](self.pval_fnc_name, self.log)
except ImportError:
print("fisher module not... | python | def _init_pval_obj(self):
"""Returns a Fisher object based on user-input."""
if self.pval_fnc_name in self.options.keys():
try:
fisher_obj = self.options[self.pval_fnc_name](self.pval_fnc_name, self.log)
except ImportError:
print("fisher module not... | [
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tanghaibao/goatools | setup_helper.py | SetupHelper.check_version | def check_version(self, name, majorv=2, minorv=7):
""" Make sure the package runs on the supported Python version
"""
if sys.version_info.major == majorv and sys.version_info.minor != minorv:
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tanghaibao/goatools | setup_helper.py | SetupHelper.missing_requirements | def missing_requirements(self, specifiers):
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""" Find what's missing
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tanghaibao/goatools | setup_helper.py | SetupHelper.get_long_description | def get_long_description(self, filename='README.md'):
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description = pypandoc.convert_file('README.md', 'rst', 'md')
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tanghaibao/goatools | goatools/grouper/sorter.py | Sorter.prt_gos | def prt_gos(self, prt=sys.stdout, **kws_usr):
"""Sort user GO ids, grouped under broader GO terms or sections. Print to screen."""
# deprecated
# Keyword arguments (control content): hdrgo_prt section_prt use_sections
# desc2nts contains: (sections hdrgo_prt sortobj) or (flat hdrgo_prt s... | python | def prt_gos(self, prt=sys.stdout, **kws_usr):
"""Sort user GO ids, grouped under broader GO terms or sections. Print to screen."""
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# Keyword arguments (control content): hdrgo_prt section_prt use_sections
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tanghaibao/goatools | goatools/grouper/sorter.py | Sorter.get_nts_flat | def get_nts_flat(self, hdrgo_prt=True, use_sections=True):
"""Return a flat list of sorted nts."""
# Either there are no sections OR we are not using them
if self.sectobj is None or not use_sections:
return self.sortgos.get_nts_sorted(
hdrgo_prt,
hdrgo... | python | def get_nts_flat(self, hdrgo_prt=True, use_sections=True):
"""Return a flat list of sorted nts."""
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tanghaibao/goatools | goatools/grouper/grprobj.py | Grouper.get_sections_2d | def get_sections_2d(self):
"""Get 2-D list of sections and hdrgos sets actually used in grouping."""
sections_hdrgos_act = []
hdrgos_act_all = self.get_hdrgos() # Header GOs actually used to group
hdrgos_act_secs = set()
if self.hdrobj.sections:
for section_name, hdr... | python | def get_sections_2d(self):
"""Get 2-D list of sections and hdrgos sets actually used in grouping."""
sections_hdrgos_act = []
hdrgos_act_all = self.get_hdrgos() # Header GOs actually used to group
hdrgos_act_secs = set()
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tanghaibao/goatools | goatools/grouper/grprobj.py | Grouper.get_usrgos_g_section | def get_usrgos_g_section(self, section=None):
"""Get usrgos in a requested section."""
if section is None:
section = self.hdrobj.secdflt
if section is True:
return self.usrgos
# Get dict of sections and hdrgos actually used in grouping
section2hdrgos = cx.... | python | def get_usrgos_g_section(self, section=None):
"""Get usrgos in a requested section."""
if section is None:
section = self.hdrobj.secdflt
if section is True:
return self.usrgos
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tanghaibao/goatools | goatools/grouper/grprobj.py | Grouper.get_section2usrnts | def get_section2usrnts(self):
"""Get dict section2usrnts."""
sec_nts = []
for section_name, _ in self.get_sections_2d():
usrgos = self.get_usrgos_g_section(section_name)
sec_nts.append((section_name, [self.go2nt.get(u) for u in usrgos]))
return cx.OrderedDict(sec_... | python | def get_section2usrnts(self):
"""Get dict section2usrnts."""
sec_nts = []
for section_name, _ in self.get_sections_2d():
usrgos = self.get_usrgos_g_section(section_name)
sec_nts.append((section_name, [self.go2nt.get(u) for u in usrgos]))
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tanghaibao/goatools | goatools/grouper/grprobj.py | Grouper.get_section2items | def get_section2items(self, itemkey):
"""Collect all items into a single set per section."""
sec_items = []
section2usrnts = self.get_section2usrnts()
for section, usrnts in section2usrnts.items():
items = set([e for nt in usrnts for e in getattr(nt, itemkey, set())])
... | python | def get_section2items(self, itemkey):
"""Collect all items into a single set per section."""
sec_items = []
section2usrnts = self.get_section2usrnts()
for section, usrnts in section2usrnts.items():
items = set([e for nt in usrnts for e in getattr(nt, itemkey, set())])
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tanghaibao/goatools | goatools/grouper/grprobj.py | Grouper.get_hdrgos_g_usrgos | def get_hdrgos_g_usrgos(self, usrgos):
"""Return hdrgos which contain the usrgos."""
hdrgos_for_usrgos = set()
hdrgos_all = self.get_hdrgos()
usrgo2hdrgo = self.get_usrgo2hdrgo()
for usrgo in usrgos:
if usrgo in hdrgos_all:
hdrgos_for_usrgos.add(usrgo)... | python | def get_hdrgos_g_usrgos(self, usrgos):
"""Return hdrgos which contain the usrgos."""
hdrgos_for_usrgos = set()
hdrgos_all = self.get_hdrgos()
usrgo2hdrgo = self.get_usrgo2hdrgo()
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tanghaibao/goatools | goatools/grouper/grprobj.py | Grouper.get_section_hdrgos_nts | def get_section_hdrgos_nts(self, sortby=None):
"""Get a flat list of sections and hdrgos actually used in grouping."""
nts_all = []
section_hdrgos_actual = self.get_sections_2d()
flds_all = ['Section'] + self.gosubdag.prt_attr['flds']
ntobj = cx.namedtuple("NtGoSec", " ".join(fld... | python | def get_section_hdrgos_nts(self, sortby=None):
"""Get a flat list of sections and hdrgos actually used in grouping."""
nts_all = []
section_hdrgos_actual = self.get_sections_2d()
flds_all = ['Section'] + self.gosubdag.prt_attr['flds']
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tanghaibao/goatools | goatools/grouper/grprobj.py | Grouper.get_sections_2d_nts | def get_sections_2d_nts(self, sortby=None):
"""Get high GO IDs that are actually used to group current set of GO IDs."""
sections_2d_nts = []
for section_name, hdrgos_actual in self.get_sections_2d():
hdrgo_nts = self.gosubdag.get_nts(hdrgos_actual, sortby=sortby)
section... | python | def get_sections_2d_nts(self, sortby=None):
"""Get high GO IDs that are actually used to group current set of GO IDs."""
sections_2d_nts = []
for section_name, hdrgos_actual in self.get_sections_2d():
hdrgo_nts = self.gosubdag.get_nts(hdrgos_actual, sortby=sortby)
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tanghaibao/goatools | goatools/grouper/grprobj.py | Grouper.get_usrgos_g_hdrgos | def get_usrgos_g_hdrgos(self, hdrgos):
"""Return usrgos under provided hdrgos."""
usrgos_all = set()
if isinstance(hdrgos, str):
hdrgos = [hdrgos]
for hdrgo in hdrgos:
usrgos_cur = self.hdrgo2usrgos.get(hdrgo, None)
if usrgos_cur is not None:
... | python | def get_usrgos_g_hdrgos(self, hdrgos):
"""Return usrgos under provided hdrgos."""
usrgos_all = set()
if isinstance(hdrgos, str):
hdrgos = [hdrgos]
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usrgos_cur = self.hdrgo2usrgos.get(hdrgo, None)
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tanghaibao/goatools | goatools/grouper/grprobj.py | Grouper.get_hdrgo2usrgos | def get_hdrgo2usrgos(self, hdrgos):
"""Return a subset of hdrgo2usrgos."""
get_usrgos = self.hdrgo2usrgos.get
hdrgos_actual = self.get_hdrgos().intersection(hdrgos)
return {h:get_usrgos(h) for h in hdrgos_actual} | python | def get_hdrgo2usrgos(self, hdrgos):
"""Return a subset of hdrgo2usrgos."""
get_usrgos = self.hdrgo2usrgos.get
hdrgos_actual = self.get_hdrgos().intersection(hdrgos)
return {h:get_usrgos(h) for h in hdrgos_actual} | [
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tanghaibao/goatools | goatools/grouper/grprobj.py | Grouper.get_usrgo2hdrgo | def get_usrgo2hdrgo(self):
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"""Return a dict with all user GO IDs as keys and their respective header GOs as values."""
usrgo2hdrgo = {}
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tanghaibao/goatools | goatools/grouper/grprobj.py | Grouper.get_go2sectiontxt | def get_go2sectiontxt(self):
"""Return a dict with actual header and user GO IDs as keys and their sections as values."""
go2txt = {}
_get_secs = self.hdrobj.get_sections
hdrgo2sectxt = {h:" ".join(_get_secs(h)) for h in self.get_hdrgos()}
usrgo2hdrgo = self.get_usrgo2hdrgo()
... | python | def get_go2sectiontxt(self):
"""Return a dict with actual header and user GO IDs as keys and their sections as values."""
go2txt = {}
_get_secs = self.hdrobj.get_sections
hdrgo2sectxt = {h:" ".join(_get_secs(h)) for h in self.get_hdrgos()}
usrgo2hdrgo = self.get_usrgo2hdrgo()
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tanghaibao/goatools | goatools/grouper/grprobj.py | Grouper.get_usrgo2sections | def get_usrgo2sections(self):
"""Return a dict with all user GO IDs as keys and their sections as values."""
usrgo2sections = cx.defaultdict(set)
usrgo2hdrgo = self.get_usrgo2hdrgo()
get_sections = self.hdrobj.get_sections
for usrgo, hdrgo in usrgo2hdrgo.items():
sect... | python | def get_usrgo2sections(self):
"""Return a dict with all user GO IDs as keys and their sections as values."""
usrgo2sections = cx.defaultdict(set)
usrgo2hdrgo = self.get_usrgo2hdrgo()
get_sections = self.hdrobj.get_sections
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tanghaibao/goatools | goatools/grouper/grprobj.py | Grouper.get_fout_base | def get_fout_base(self, goid, name=None, pre="gogrp"):
"""Get filename for a group of GO IDs under a single header GO ID."""
goobj = self.gosubdag.go2obj[goid]
if name is None:
name = self.grpname.replace(" ", "_")
sections = "_".join(self.hdrobj.get_sections(goid))
r... | python | def get_fout_base(self, goid, name=None, pre="gogrp"):
"""Get filename for a group of GO IDs under a single header GO ID."""
goobj = self.gosubdag.go2obj[goid]
if name is None:
name = self.grpname.replace(" ", "_")
sections = "_".join(self.hdrobj.get_sections(goid))
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tanghaibao/goatools | goatools/grouper/grprobj.py | Grouper._get_depthsr | def _get_depthsr(self, goobj):
"""Return DNN or RNN depending on if relationships are loaded."""
if 'reldepth' in self.gosubdag.prt_attr['flds']:
return "R{R:02}".format(R=goobj.reldepth)
return "D{D:02}".format(D=goobj.depth) | python | def _get_depthsr(self, goobj):
"""Return DNN or RNN depending on if relationships are loaded."""
if 'reldepth' in self.gosubdag.prt_attr['flds']:
return "R{R:02}".format(R=goobj.reldepth)
return "D{D:02}".format(D=goobj.depth) | [
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tanghaibao/goatools | goatools/grouper/grprobj.py | Grouper._str_replace | def _str_replace(txt):
"""Makes a small text amenable to being used in a filename."""
txt = txt.replace(",", "")
txt = txt.replace(" ", "_")
txt = txt.replace(":", "")
txt = txt.replace(".", "")
txt = txt.replace("/", "")
txt = txt.replace("", "")
return t... | python | def _str_replace(txt):
"""Makes a small text amenable to being used in a filename."""
txt = txt.replace(",", "")
txt = txt.replace(" ", "_")
txt = txt.replace(":", "")
txt = txt.replace(".", "")
txt = txt.replace("/", "")
txt = txt.replace("", "")
return t... | [
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tanghaibao/goatools | goatools/rpt/prtfmt.py | PrtFmt.get_prtfmt_list | def get_prtfmt_list(self, flds, add_nl=True):
"""Get print format, given fields."""
fmts = []
for fld in flds:
if fld[:2] == 'p_':
fmts.append('{{{FLD}:8.2e}}'.format(FLD=fld))
elif fld in self.default_fld2fmt:
fmts.append(self.default_fld2... | python | def get_prtfmt_list(self, flds, add_nl=True):
"""Get print format, given fields."""
fmts = []
for fld in flds:
if fld[:2] == 'p_':
fmts.append('{{{FLD}:8.2e}}'.format(FLD=fld))
elif fld in self.default_fld2fmt:
fmts.append(self.default_fld2... | [
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tanghaibao/goatools | scripts/fetch_associations.py | main | def main():
"""Fetch simple gene-term assocaitions from Golr using bioentity document type, one line per gene."""
import argparse
prs = argparse.ArgumentParser(__doc__,
formatter_class=argparse.ArgumentDefaultsHelpFormatter)
prs.add_argument('--taxon_id', type=str,
... | python | def main():
"""Fetch simple gene-term assocaitions from Golr using bioentity document type, one line per gene."""
import argparse
prs = argparse.ArgumentParser(__doc__,
formatter_class=argparse.ArgumentDefaultsHelpFormatter)
prs.add_argument('--taxon_id', type=str,
... | [
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tanghaibao/goatools | goatools/gosubdag/plot/go_name_shorten.py | ShortenText.get_short_plot_name | def get_short_plot_name(self, goobj):
"""Shorten some GO names so plots are smaller."""
name = goobj.name
if self._keep_this(name):
return self.replace_greek(name)
name = name.replace("cellular response to chemical stimulus",
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"""Shorten some GO names so plots are smaller."""
name = goobj.name
if self._keep_this(name):
return self.replace_greek(name)
name = name.replace("cellular response to chemical stimulus",
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tanghaibao/goatools | goatools/gosubdag/plot/go_name_shorten.py | ShortenText.shorten_go_name_ptbl1 | def shorten_go_name_ptbl1(self, name):
"""Shorten GO name for tables in paper."""
if self._keep_this(name):
return name
name = name.replace("negative", "neg.")
name = name.replace("positive", "pos.")
name = name.replace("response", "rsp.")
name = name.replace(... | python | def shorten_go_name_ptbl1(self, name):
"""Shorten GO name for tables in paper."""
if self._keep_this(name):
return name
name = name.replace("negative", "neg.")
name = name.replace("positive", "pos.")
name = name.replace("response", "rsp.")
name = name.replace(... | [
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tanghaibao/goatools | goatools/gosubdag/plot/go_name_shorten.py | ShortenText.shorten_go_name_ptbl3 | def shorten_go_name_ptbl3(self, name, dcnt):
"""Shorten GO description for Table 3 in manuscript."""
if self._keep_this(name):
return name
name = name.replace("positive regulation of immune system process",
"+ reg. of immune sys. process")
name = n... | python | def shorten_go_name_ptbl3(self, name, dcnt):
"""Shorten GO description for Table 3 in manuscript."""
if self._keep_this(name):
return name
name = name.replace("positive regulation of immune system process",
"+ reg. of immune sys. process")
name = n... | [
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tanghaibao/goatools | goatools/gosubdag/plot/go_name_shorten.py | ShortenText.shorten_go_name_all | def shorten_go_name_all(self, name):
"""Shorten GO name for tables in paper, supplemental materials, and plots."""
name = self.replace_greek(name)
name = name.replace("MHC class I", "MHC-I")
return name | python | def shorten_go_name_all(self, name):
"""Shorten GO name for tables in paper, supplemental materials, and plots."""
name = self.replace_greek(name)
name = name.replace("MHC class I", "MHC-I")
return name | [
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tanghaibao/goatools | goatools/gosubdag/plot/go_name_shorten.py | ShortenText._keep_this | def _keep_this(self, name):
"""Return True if there are to be no modifications to name."""
for keep_name in self.keep:
if name == keep_name:
return True
return False | python | def _keep_this(self, name):
"""Return True if there are to be no modifications to name."""
for keep_name in self.keep:
if name == keep_name:
return True
return False | [
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tanghaibao/goatools | goatools/gosubdag/rpt/wr_xlsx.py | read_d1_letter | def read_d1_letter(fin_txt):
"""Reads letter aliases from a text file created by GoDepth1LettersWr."""
go2letter = {}
re_goid = re.compile(r"(GO:\d{7})")
with open(fin_txt) as ifstrm:
for line in ifstrm:
mtch = re_goid.search(line)
if mtch and line[:1] != ' ':
... | python | def read_d1_letter(fin_txt):
"""Reads letter aliases from a text file created by GoDepth1LettersWr."""
go2letter = {}
re_goid = re.compile(r"(GO:\d{7})")
with open(fin_txt) as ifstrm:
for line in ifstrm:
mtch = re_goid.search(line)
if mtch and line[:1] != ' ':
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tanghaibao/goatools | goatools/gosubdag/rpt/wr_xlsx.py | GoSubDagWr.get_goids_sections | def get_goids_sections(sections):
"""Return all the GO IDs in a 2-D sections list."""
goids_all = set()
for _, goids_sec in sections:
goids_all |= set(goids_sec)
return goids_all | python | def get_goids_sections(sections):
"""Return all the GO IDs in a 2-D sections list."""
goids_all = set()
for _, goids_sec in sections:
goids_all |= set(goids_sec)
return goids_all | [
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tanghaibao/goatools | goatools/gosubdag/rpt/wr_xlsx.py | GoDepth1LettersWr.prt_txt | def prt_txt(self, prt=sys.stdout, pre=''):
"""Print letters, descendant count, and GO information."""
data_nts = self.get_d1nts()
for ntdata in data_nts:
prt.write("{PRE}{L:1} {NS} {d:6,} D{D:02} {GO} {NAME}\n".format(
PRE=pre,
L=ntdata.D1,
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"""Print letters, descendant count, and GO information."""
data_nts = self.get_d1nts()
for ntdata in data_nts:
prt.write("{PRE}{L:1} {NS} {d:6,} D{D:02} {GO} {NAME}\n".format(
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tanghaibao/goatools | goatools/gosubdag/rpt/wr_xlsx.py | GoDepth1LettersWr.wr_xlsx | def wr_xlsx(self, fout_xlsx="gos_depth01.xlsx", **kws):
"""Write xlsx table of depth-01 GO terms and their letter representation."""
data_nts = self.get_d1nts()
if 'fld2col_widths' not in kws:
kws['fld2col_widths'] = {'D1': 6, 'NS':3, 'depth': 5, 'GO': 12, 'name': 40}
if 'hdr... | python | def wr_xlsx(self, fout_xlsx="gos_depth01.xlsx", **kws):
"""Write xlsx table of depth-01 GO terms and their letter representation."""
data_nts = self.get_d1nts()
if 'fld2col_widths' not in kws:
kws['fld2col_widths'] = {'D1': 6, 'NS':3, 'depth': 5, 'GO': 12, 'name': 40}
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tanghaibao/goatools | goatools/gosubdag/rpt/wr_xlsx.py | GoDepth1LettersWr.get_d1nts | def get_d1nts(self):
"""Get letters for depth-01 GO terms, descendants count, and GO information."""
data = []
ntdata = cx.namedtuple("NtPrt", "D1 NS dcnt depth GO name")
namespace = None
for ntlet in sorted(self.goone2ntletter.values(),
key=lambda nt:... | python | def get_d1nts(self):
"""Get letters for depth-01 GO terms, descendants count, and GO information."""
data = []
ntdata = cx.namedtuple("NtPrt", "D1 NS dcnt depth GO name")
namespace = None
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tanghaibao/goatools | goatools/gosubdag/rpt/wr_xlsx.py | GoDepth1LettersWr._init_ns2nt | def _init_ns2nt(rcntobj):
"""Save depth-00 GO terms ordered using descendants cnt."""
go2dcnt = rcntobj.go2dcnt
ntobj = cx.namedtuple("NtD1", "D1 dcnt goobj")
d0s = rcntobj.depth2goobjs[0]
ns_nt = [(o.namespace, ntobj(D1="", dcnt=go2dcnt[o.id], goobj=o)) for o in d0s]
ret... | python | def _init_ns2nt(rcntobj):
"""Save depth-00 GO terms ordered using descendants cnt."""
go2dcnt = rcntobj.go2dcnt
ntobj = cx.namedtuple("NtD1", "D1 dcnt goobj")
d0s = rcntobj.depth2goobjs[0]
ns_nt = [(o.namespace, ntobj(D1="", dcnt=go2dcnt[o.id], goobj=o)) for o in d0s]
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tanghaibao/goatools | goatools/grouper/wrxlsx.py | WrXlsxSortedGos._get_xlsx_kws | def _get_xlsx_kws(self, **kws_usr):
"""Return keyword arguments relevant to writing an xlsx."""
kws_xlsx = {'fld2col_widths':self._get_fld2col_widths(**kws_usr), 'items':'GO IDs'}
remaining_keys = set(['title', 'hdrs', 'prt_flds', 'fld2fmt',
'ntval2wbfmtdict', 'ntfl... | python | def _get_xlsx_kws(self, **kws_usr):
"""Return keyword arguments relevant to writing an xlsx."""
kws_xlsx = {'fld2col_widths':self._get_fld2col_widths(**kws_usr), 'items':'GO IDs'}
remaining_keys = set(['title', 'hdrs', 'prt_flds', 'fld2fmt',
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tanghaibao/goatools | goatools/grouper/wrxlsx.py | WrXlsxSortedGos._adjust_prt_flds | def _adjust_prt_flds(self, kws_xlsx, desc2nts, shade_hdrgos):
"""Print user-requested fields or provided fields minus info fields."""
# Use xlsx prt_flds from the user, if provided
if "prt_flds" in kws_xlsx:
return kws_xlsx["prt_flds"]
# If the user did not provide specific f... | python | def _adjust_prt_flds(self, kws_xlsx, desc2nts, shade_hdrgos):
"""Print user-requested fields or provided fields minus info fields."""
# Use xlsx prt_flds from the user, if provided
if "prt_flds" in kws_xlsx:
return kws_xlsx["prt_flds"]
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tanghaibao/goatools | goatools/grouper/wrxlsx.py | WrXlsxSortedGos._get_fld2col_widths | def _get_fld2col_widths(self, **kws):
"""Return xlsx column widths based on default and user-specified field-value pairs."""
fld2col_widths = self._init_fld2col_widths()
if 'fld2col_widths' not in kws:
return fld2col_widths
for fld, val in kws['fld2col_widths'].items():
... | python | def _get_fld2col_widths(self, **kws):
"""Return xlsx column widths based on default and user-specified field-value pairs."""
fld2col_widths = self._init_fld2col_widths()
if 'fld2col_widths' not in kws:
return fld2col_widths
for fld, val in kws['fld2col_widths'].items():
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tanghaibao/goatools | goatools/grouper/wrxlsx.py | WrXlsxSortedGos._init_fld2col_widths | def _init_fld2col_widths(self):
"""Return default column widths for writing an Excel Spreadsheet."""
# GO info namedtuple fields: NS dcnt level depth GO D1 name
# GO header namedtuple fields: format_txt hdr_idx
fld2col_widths = GoSubDagWr.fld2col_widths.copy()
for fld, wid in sel... | python | def _init_fld2col_widths(self):
"""Return default column widths for writing an Excel Spreadsheet."""
# GO info namedtuple fields: NS dcnt level depth GO D1 name
# GO header namedtuple fields: format_txt hdr_idx
fld2col_widths = GoSubDagWr.fld2col_widths.copy()
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tanghaibao/goatools | goatools/grouper/wrxlsx.py | WrXlsxSortedGos._get_shade_hdrgos | def _get_shade_hdrgos(**kws):
"""If no hdrgo_prt specified, and these conditions are present -> hdrgo_prt=F."""
# KWS: shade_hdrgos hdrgo_prt section_sortby top_n
if 'shade_hdrgos' in kws:
return kws['shade_hdrgos']
# Return user-sepcified hdrgo_prt, if provided
if 'h... | python | def _get_shade_hdrgos(**kws):
"""If no hdrgo_prt specified, and these conditions are present -> hdrgo_prt=F."""
# KWS: shade_hdrgos hdrgo_prt section_sortby top_n
if 'shade_hdrgos' in kws:
return kws['shade_hdrgos']
# Return user-sepcified hdrgo_prt, if provided
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tanghaibao/goatools | goatools/rpt/goea_nt_xfrm.py | MgrNtGOEAs.dflt_sortby_objgoea | def dflt_sortby_objgoea(goea_res):
"""Default sorting of GOEA results."""
return [getattr(goea_res, 'enrichment'),
getattr(goea_res, 'namespace'),
getattr(goea_res, 'p_uncorrected'),
getattr(goea_res, 'depth'),
getattr(goea_res, 'GO')] | python | def dflt_sortby_objgoea(goea_res):
"""Default sorting of GOEA results."""
return [getattr(goea_res, 'enrichment'),
getattr(goea_res, 'namespace'),
getattr(goea_res, 'p_uncorrected'),
getattr(goea_res, 'depth'),
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tanghaibao/goatools | goatools/rpt/goea_nt_xfrm.py | MgrNtGOEAs.dflt_sortby_ntgoea | def dflt_sortby_ntgoea(ntgoea):
"""Default sorting of GOEA results stored in namedtuples."""
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ntgoea.p_uncorrected,
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"""Default sorting of GOEA results stored in namedtuples."""
return [ntgoea.enrichment,
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tanghaibao/goatools | goatools/rpt/goea_nt_xfrm.py | MgrNtGOEAs.get_goea_nts_prt | def get_goea_nts_prt(self, fldnames=None, **usr_kws):
"""Return list of namedtuples removing fields which are redundant or verbose."""
kws = usr_kws.copy()
if 'not_fldnames' not in kws:
kws['not_fldnames'] = ['goterm', 'parents', 'children', 'id']
if 'rpt_fmt' not in kws:
... | python | def get_goea_nts_prt(self, fldnames=None, **usr_kws):
"""Return list of namedtuples removing fields which are redundant or verbose."""
kws = usr_kws.copy()
if 'not_fldnames' not in kws:
kws['not_fldnames'] = ['goterm', 'parents', 'children', 'id']
if 'rpt_fmt' not in kws:
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tanghaibao/goatools | goatools/rpt/goea_nt_xfrm.py | MgrNtGOEAs._get_field_values | def _get_field_values(item, fldnames, rpt_fmt=None, itemid2name=None):
"""Return fieldnames and values of either a namedtuple or GOEnrichmentRecord."""
if hasattr(item, "_fldsdefprt"): # Is a GOEnrichmentRecord
return item.get_field_values(fldnames, rpt_fmt, itemid2name)
if hasattr(i... | python | def _get_field_values(item, fldnames, rpt_fmt=None, itemid2name=None):
"""Return fieldnames and values of either a namedtuple or GOEnrichmentRecord."""
if hasattr(item, "_fldsdefprt"): # Is a GOEnrichmentRecord
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tanghaibao/goatools | goatools/rpt/goea_nt_xfrm.py | MgrNtGOEAs._get_fieldnames | def _get_fieldnames(item):
"""Return fieldnames of either a namedtuple or GOEnrichmentRecord."""
if hasattr(item, "_fldsdefprt"): # Is a GOEnrichmentRecord
return item.get_prtflds_all()
if hasattr(item, "_fields"): # Is a namedtuple
return item._fields | python | def _get_fieldnames(item):
"""Return fieldnames of either a namedtuple or GOEnrichmentRecord."""
if hasattr(item, "_fldsdefprt"): # Is a GOEnrichmentRecord
return item.get_prtflds_all()
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tanghaibao/goatools | goatools/grouper/colors.py | GrouperColors.get_bordercolor | def get_bordercolor(self):
"""Get bordercolor based on hdrgos and usergos."""
hdrgos_all = self.grprobj.hdrobj.get_hdrgos()
hdrgos_unused = hdrgos_all.difference(self.hdrgos_actual)
go2bordercolor = {}
# hdrgos that went unused
for hdrgo in hdrgos_unused:
go2b... | python | def get_bordercolor(self):
"""Get bordercolor based on hdrgos and usergos."""
hdrgos_all = self.grprobj.hdrobj.get_hdrgos()
hdrgos_unused = hdrgos_all.difference(self.hdrgos_actual)
go2bordercolor = {}
# hdrgos that went unused
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tanghaibao/goatools | goatools/grouper/colors.py | GrouperColors.get_go2color_users | def get_go2color_users(self,
usrgo_color='#feffa3', # yellow
hdrusrgo_color='#d4ffea', # green
hdrgo_color='#eee6f6'): # purple
"""Get go2color for GO DAG plots."""
go2color = {}
# Color user GO IDs
for goid... | python | def get_go2color_users(self,
usrgo_color='#feffa3', # yellow
hdrusrgo_color='#d4ffea', # green
hdrgo_color='#eee6f6'): # purple
"""Get go2color for GO DAG plots."""
go2color = {}
# Color user GO IDs
for goid... | [
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tanghaibao/goatools | goatools/grouper/aart_geneproducts_all.py | AArtGeneProductSetsAll.run | def run(self, name, goea_nts, log):
"""Run gene product ASCII art."""
objaart = AArtGeneProductSetsOne(name, goea_nts, self)
if self.hdrobj.sections:
return objaart.prt_report_grp1(log)
else:
return objaart.prt_report_grp0(log) | python | def run(self, name, goea_nts, log):
"""Run gene product ASCII art."""
objaart = AArtGeneProductSetsOne(name, goea_nts, self)
if self.hdrobj.sections:
return objaart.prt_report_grp1(log)
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tanghaibao/goatools | goatools/grouper/aart_geneproducts_all.py | AArtGeneProductSetsAll.get_chr2idx | def get_chr2idx(self):
"""Return a dict with the ASCII art character as key and its index as value."""
return {chr(ascii_int):idx for idx, ascii_int in enumerate(self.all_chrints)} | python | def get_chr2idx(self):
"""Return a dict with the ASCII art character as key and its index as value."""
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tanghaibao/goatools | goatools/grouper/aart_geneproducts_all.py | AArtGeneProductSetsAll._init_kws | def _init_kws(self):
"""Fill default values for keyword args, if necessary."""
# Return user-specified GO formatting, if specfied:
if 'fmtgo' not in self.kws:
self.kws['fmtgo'] = self.grprdflt.gosubdag.prt_attr['fmt'] + "\n"
if 'fmtgo2' not in self.kws:
self.kws['... | python | def _init_kws(self):
"""Fill default values for keyword args, if necessary."""
# Return user-specified GO formatting, if specfied:
if 'fmtgo' not in self.kws:
self.kws['fmtgo'] = self.grprdflt.gosubdag.prt_attr['fmt'] + "\n"
if 'fmtgo2' not in self.kws:
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tanghaibao/goatools | goatools/gosubdag/gosubdag_init.py | InitGOs._init_relationships | def _init_relationships(self, relationships_arg):
"""Return a set of relationships found in all subset GO Terms."""
if relationships_arg:
relationships_all = self._get_all_relationships()
if relationships_arg is True:
return relationships_all
else:
... | python | def _init_relationships(self, relationships_arg):
"""Return a set of relationships found in all subset GO Terms."""
if relationships_arg:
relationships_all = self._get_all_relationships()
if relationships_arg is True:
return relationships_all
else:
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tanghaibao/goatools | goatools/gosubdag/gosubdag_init.py | InitGOs._get_all_relationships | def _get_all_relationships(self):
"""Return all relationships seen in GO Dag subset."""
relationships_all = set()
for goterm in self.go2obj.values():
if goterm.relationship:
relationships_all.update(goterm.relationship)
if goterm.relationship_rev:
... | python | def _get_all_relationships(self):
"""Return all relationships seen in GO Dag subset."""
relationships_all = set()
for goterm in self.go2obj.values():
if goterm.relationship:
relationships_all.update(goterm.relationship)
if goterm.relationship_rev:
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tanghaibao/goatools | goatools/gosubdag/gosubdag_init.py | InitGOs._init_gos | def _init_gos(self, go_sources_arg, relationships_arg):
"""Initialize GO sources."""
# No GO sources provided
if not go_sources_arg:
assert self.go2obj_orig, "go2obj MUST BE PRESENT IF go_sources IS NOT"
self.go_sources = set(self.go2obj_orig)
self.go2obj = se... | python | def _init_gos(self, go_sources_arg, relationships_arg):
"""Initialize GO sources."""
# No GO sources provided
if not go_sources_arg:
assert self.go2obj_orig, "go2obj MUST BE PRESENT IF go_sources IS NOT"
self.go_sources = set(self.go2obj_orig)
self.go2obj = se... | [
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tanghaibao/goatools | goatools/gosubdag/gosubdag_init.py | InitGOs._add_goterms_kws | def _add_goterms_kws(self, go2obj_user, kws_gos):
"""Add more GOTerms to go2obj_user, if requested and relevant."""
if 'go2color' in kws_gos:
for goid in kws_gos['go2color'].keys():
self._add_goterms(go2obj_user, goid) | python | def _add_goterms_kws(self, go2obj_user, kws_gos):
"""Add more GOTerms to go2obj_user, if requested and relevant."""
if 'go2color' in kws_gos:
for goid in kws_gos['go2color'].keys():
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tanghaibao/goatools | goatools/gosubdag/gosubdag_init.py | InitGOs._add_goterms | def _add_goterms(self, go2obj_user, goid):
"""Add alt GO IDs to go2obj subset, if requested and relevant."""
goterm = self.go2obj_orig[goid]
if goid != goterm.id and goterm.id in go2obj_user and goid not in go2obj_user:
go2obj_user[goid] = goterm | python | def _add_goterms(self, go2obj_user, goid):
"""Add alt GO IDs to go2obj subset, if requested and relevant."""
goterm = self.go2obj_orig[goid]
if goid != goterm.id and goterm.id in go2obj_user and goid not in go2obj_user:
go2obj_user[goid] = goterm | [
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tanghaibao/goatools | goatools/gosubdag/gosubdag_init.py | InitGOs._init_go_sources | def _init_go_sources(self, go_sources_arg, go2obj_arg):
"""Return GO sources which are present in GODag."""
gos_user = set(go_sources_arg)
if 'children' in self.kws and self.kws['children']:
gos_user |= get_leaf_children(gos_user, go2obj_arg)
gos_godag = set(go2obj_arg)
... | python | def _init_go_sources(self, go_sources_arg, go2obj_arg):
"""Return GO sources which are present in GODag."""
gos_user = set(go_sources_arg)
if 'children' in self.kws and self.kws['children']:
gos_user |= get_leaf_children(gos_user, go2obj_arg)
gos_godag = set(go2obj_arg)
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tanghaibao/goatools | goatools/gosubdag/gosubdag_init.py | InitFields.get_rcntobj | def get_rcntobj(self):
"""Return None or user-provided CountRelatives object."""
# rcntobj value in kws can be: None, False, True, CountRelatives object
if 'rcntobj' in self.kws:
rcntobj = self.kws['rcntobj']
if isinstance(rcntobj, CountRelatives):
return ... | python | def get_rcntobj(self):
"""Return None or user-provided CountRelatives object."""
# rcntobj value in kws can be: None, False, True, CountRelatives object
if 'rcntobj' in self.kws:
rcntobj = self.kws['rcntobj']
if isinstance(rcntobj, CountRelatives):
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tanghaibao/goatools | goatools/gosubdag/gosubdag_init.py | InitFields.get_prt_fmt | def get_prt_fmt(self, alt=False):
"""Return the format for printing GO named tuples and their related information."""
# prt_fmt = [ # rcnt
# '{GO} # {NS} L{level:02} D{depth:02} {GO_name}',
# '{GO} # {NS} {dcnt:6,} L{level:0... | python | def get_prt_fmt(self, alt=False):
"""Return the format for printing GO named tuples and their related information."""
# prt_fmt = [ # rcnt
# '{GO} # {NS} L{level:02} D{depth:02} {GO_name}',
# '{GO} # {NS} {dcnt:6,} L{level:0... | [
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tanghaibao/goatools | goatools/gosubdag/gosubdag_init.py | InitFields._init_kwelems | def _init_kwelems(self):
"""Init set elements."""
ret = set()
if 'rcntobj' in self.kws:
ret.add('dcnt')
ret.add('D1')
if 'tcntobj' in self.kws:
ret.add('tcnt')
ret.add('tfreq')
ret.add('tinfo')
return ret | python | def _init_kwelems(self):
"""Init set elements."""
ret = set()
if 'rcntobj' in self.kws:
ret.add('dcnt')
ret.add('D1')
if 'tcntobj' in self.kws:
ret.add('tcnt')
ret.add('tfreq')
ret.add('tinfo')
return ret | [
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tanghaibao/goatools | goatools/anno/extensions/extensions.py | AnnotationExtensions.get_relations_cnt | def get_relations_cnt(self):
"""Get the set of all relations."""
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tanghaibao/goatools | goatools/gosubdag/plot/go2color.py | Go2Color._init_equiv | def _init_equiv(self):
"""Add equivalent GO IDs to go2color, if necessary."""
gocolored_all = set(self.go2color)
go2obj_usr = self.gosubdag.go2obj
go2color_add = {}
for gocolored_cur, color in self.go2color.items():
# Ignore GOs in go2color that are not in the user se... | python | def _init_equiv(self):
"""Add equivalent GO IDs to go2color, if necessary."""
gocolored_all = set(self.go2color)
go2obj_usr = self.gosubdag.go2obj
go2color_add = {}
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tanghaibao/goatools | goatools/go_enrichment.py | GOEnrichmentRecord.get_pvalue | def get_pvalue(self):
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if self.method_flds:
return getattr(self, "p_{m}".format(m=self.get_method_name()))
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"""Returns pval for 1st method, if it exists. Else returns uncorrected pval."""
if self.method_flds:
return getattr(self, "p_{m}".format(m=self.get_method_name()))
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tanghaibao/goatools | goatools/go_enrichment.py | GOEnrichmentRecord.set_corrected_pval | def set_corrected_pval(self, nt_method, pvalue):
"""Add object attribute based on method name."""
self.method_flds.append(nt_method)
fieldname = "".join(["p_", nt_method.fieldname])
setattr(self, fieldname, pvalue) | python | def set_corrected_pval(self, nt_method, pvalue):
"""Add object attribute based on method name."""
self.method_flds.append(nt_method)
fieldname = "".join(["p_", nt_method.fieldname])
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tanghaibao/goatools | goatools/go_enrichment.py | GOEnrichmentRecord._chk_fields | def _chk_fields(field_data, field_formatter):
"""Check that expected fields are present."""
if len(field_data) == len(field_formatter):
return
len_dat = len(field_data)
len_fmt = len(field_formatter)
msg = [
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"""Check that expected fields are present."""
if len(field_data) == len(field_formatter):
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len_dat = len(field_data)
len_fmt = len(field_formatter)
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tanghaibao/goatools | goatools/go_enrichment.py | GOEnrichmentRecord.set_goterm | def set_goterm(self, go2obj):
"""Set goterm and copy GOTerm's name and namespace."""
if self.GO in go2obj:
goterm = go2obj[self.GO]
self.goterm = goterm
self.name = goterm.name
self.depth = goterm.depth
self.NS = self.namespace2NS[self.goterm.n... | python | def set_goterm(self, go2obj):
"""Set goterm and copy GOTerm's name and namespace."""
if self.GO in go2obj:
goterm = go2obj[self.GO]
self.goterm = goterm
self.name = goterm.name
self.depth = goterm.depth
self.NS = self.namespace2NS[self.goterm.n... | [
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tanghaibao/goatools | goatools/go_enrichment.py | GOEnrichmentRecord._init_enrichment | def _init_enrichment(self):
"""Mark as 'enriched' or 'purified'."""
if self.study_n:
return 'e' if ((1.0 * self.study_count / self.study_n) >
(1.0 * self.pop_count / self.pop_n)) else 'p'
return 'p' | python | def _init_enrichment(self):
"""Mark as 'enriched' or 'purified'."""
if self.study_n:
return 'e' if ((1.0 * self.study_count / self.study_n) >
(1.0 * self.pop_count / self.pop_n)) else 'p'
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tanghaibao/goatools | goatools/go_enrichment.py | GOEnrichmentRecord.get_prtflds_default | def get_prtflds_default(self):
"""Get default fields."""
return self._fldsdefprt[:-1] + \
["p_{M}".format(M=m.fieldname) for m in self.method_flds] + \
[self._fldsdefprt[-1]] | python | def get_prtflds_default(self):
"""Get default fields."""
return self._fldsdefprt[:-1] + \
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tanghaibao/goatools | goatools/go_enrichment.py | GOEnrichmentRecord.get_prtflds_all | def get_prtflds_all(self):
"""When converting to a namedtuple, get all possible fields in their original order."""
flds = []
dont_add = set(['_parents', 'method_flds', 'relationship_rev', 'relationship'])
# Fields: GO NS enrichment name ratio_in_study ratio_in_pop p_uncorrected
#... | python | def get_prtflds_all(self):
"""When converting to a namedtuple, get all possible fields in their original order."""
flds = []
dont_add = set(['_parents', 'method_flds', 'relationship_rev', 'relationship'])
# Fields: GO NS enrichment name ratio_in_study ratio_in_pop p_uncorrected
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tanghaibao/goatools | goatools/go_enrichment.py | GOEnrichmentRecord._flds_append | def _flds_append(flds, addthese, dont_add):
"""Retain order of fields as we add them once to the list."""
for fld in addthese:
if fld not in flds and fld not in dont_add:
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tanghaibao/goatools | goatools/go_enrichment.py | GOEnrichmentRecord.get_field_values | def get_field_values(self, fldnames, rpt_fmt=True, itemid2name=None):
"""Get flat namedtuple fields for one GOEnrichmentRecord."""
row = []
# Loop through each user field desired
for fld in fldnames:
# 1. Check the GOEnrichmentRecord's attributes
val = getattr(sel... | python | def get_field_values(self, fldnames, rpt_fmt=True, itemid2name=None):
"""Get flat namedtuple fields for one GOEnrichmentRecord."""
row = []
# Loop through each user field desired
for fld in fldnames:
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tanghaibao/goatools | goatools/go_enrichment.py | GOEnrichmentRecord._get_rpt_fmt | def _get_rpt_fmt(fld, val, itemid2name=None):
"""Return values in a format amenable to printing in a table."""
if fld.startswith("ratio_"):
return "{N}/{TOT}".format(N=val[0], TOT=val[1])
elif fld in set(['study_items', 'pop_items', 'alt_ids']):
if itemid2name is not None... | python | def _get_rpt_fmt(fld, val, itemid2name=None):
"""Return values in a format amenable to printing in a table."""
if fld.startswith("ratio_"):
return "{N}/{TOT}".format(N=val[0], TOT=val[1])
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tanghaibao/goatools | goatools/go_enrichment.py | GOEnrichmentRecord._err_fld | def _err_fld(self, fld, fldnames):
"""Unrecognized field. Print detailed Failure message."""
msg = ['ERROR. UNRECOGNIZED FIELD({F})'.format(F=fld)]
actual_flds = set(self.get_prtflds_default() + self.goterm.__dict__.keys())
bad_flds = set(fldnames).difference(set(actual_flds))
if... | python | def _err_fld(self, fld, fldnames):
"""Unrecognized field. Print detailed Failure message."""
msg = ['ERROR. UNRECOGNIZED FIELD({F})'.format(F=fld)]
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tanghaibao/goatools | goatools/go_enrichment.py | GOEnrichmentStudy.run_study_nts | def run_study_nts(self, study, **kws):
"""Run GOEA on study ids. Return results as a list of namedtuples."""
goea_results = self.run_study(study, **kws)
return MgrNtGOEAs(goea_results).get_goea_nts_all() | python | def run_study_nts(self, study, **kws):
"""Run GOEA on study ids. Return results as a list of namedtuples."""
goea_results = self.run_study(study, **kws)
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tanghaibao/goatools | goatools/go_enrichment.py | GOEnrichmentStudy.get_results_msg | def get_results_msg(self, results, study):
"""Return summary for GOEA results."""
# To convert msg list to string: "\n".join(msg)
msg = []
if results:
fmt = "{M:6,} GO terms are associated with {N:6,} of {NT:6,}"
stu_items, num_gos_stu = self.get_item_cnt(results,... | python | def get_results_msg(self, results, study):
"""Return summary for GOEA results."""
# To convert msg list to string: "\n".join(msg)
msg = []
if results:
fmt = "{M:6,} GO terms are associated with {N:6,} of {NT:6,}"
stu_items, num_gos_stu = self.get_item_cnt(results,... | [
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tanghaibao/goatools | goatools/go_enrichment.py | GOEnrichmentStudy.get_pval_uncorr | def get_pval_uncorr(self, study, log=sys.stdout):
"""Calculate the uncorrected pvalues for study items."""
results = []
study_in_pop = self.pop.intersection(study)
# " 99% 378 of 382 study items found in population"
go2studyitems = get_terms("study", study_in_pop, self.asso... | python | def get_pval_uncorr(self, study, log=sys.stdout):
"""Calculate the uncorrected pvalues for study items."""
results = []
study_in_pop = self.pop.intersection(study)
# " 99% 378 of 382 study items found in population"
go2studyitems = get_terms("study", study_in_pop, self.asso... | [
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tanghaibao/goatools | goatools/go_enrichment.py | GOEnrichmentStudy.get_study_items | def get_study_items(results):
"""Return a list of study items associated with the given results."""
study_items = set()
for obj in results:
study_items.update(obj.study_items)
return study_items | python | def get_study_items(results):
"""Return a list of study items associated with the given results."""
study_items = set()
for obj in results:
study_items.update(obj.study_items)
return study_items | [
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tanghaibao/goatools | goatools/go_enrichment.py | GOEnrichmentStudy._update_pvalcorr | def _update_pvalcorr(ntmt, corrected_pvals):
"""Add data members to store multiple test corrections."""
if corrected_pvals is None:
return
for rec, val in zip(ntmt.results, corrected_pvals):
rec.set_corrected_pval(ntmt.nt_method, val) | python | def _update_pvalcorr(ntmt, corrected_pvals):
"""Add data members to store multiple test corrections."""
if corrected_pvals is None:
return
for rec, val in zip(ntmt.results, corrected_pvals):
rec.set_corrected_pval(ntmt.nt_method, val) | [
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tanghaibao/goatools | goatools/go_enrichment.py | GOEnrichmentStudy.wr_txt | def wr_txt(self, fout_txt, goea_results, prtfmt=None, **kws):
"""Print GOEA results to text file."""
if not goea_results:
sys.stdout.write(" 0 GOEA results. NOT WRITING {FOUT}\n".format(FOUT=fout_txt))
return
with open(fout_txt, 'w') as prt:
if 'title' in... | python | def wr_txt(self, fout_txt, goea_results, prtfmt=None, **kws):
"""Print GOEA results to text file."""
if not goea_results:
sys.stdout.write(" 0 GOEA results. NOT WRITING {FOUT}\n".format(FOUT=fout_txt))
return
with open(fout_txt, 'w') as prt:
if 'title' in... | [
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tanghaibao/goatools | goatools/go_enrichment.py | GOEnrichmentStudy.prt_txt | def prt_txt(prt, goea_results, prtfmt=None, **kws):
"""Print GOEA results in text format."""
objprt = PrtFmt()
if prtfmt is None:
flds = ['GO', 'NS', 'p_uncorrected',
'ratio_in_study', 'ratio_in_pop', 'depth', 'name', 'study_items']
prtfmt = objprt.get... | python | def prt_txt(prt, goea_results, prtfmt=None, **kws):
"""Print GOEA results in text format."""
objprt = PrtFmt()
if prtfmt is None:
flds = ['GO', 'NS', 'p_uncorrected',
'ratio_in_study', 'ratio_in_pop', 'depth', 'name', 'study_items']
prtfmt = objprt.get... | [
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tanghaibao/goatools | goatools/go_enrichment.py | GOEnrichmentStudy.wr_xlsx | def wr_xlsx(self, fout_xlsx, goea_results, **kws):
"""Write a xlsx file."""
# kws: prt_if indent itemid2name(study_items)
objprt = PrtFmt()
prt_flds = kws.get('prt_flds', self.get_prtflds_default(goea_results))
xlsx_data = MgrNtGOEAs(goea_results).get_goea_nts_prt(prt_flds, **kws... | python | def wr_xlsx(self, fout_xlsx, goea_results, **kws):
"""Write a xlsx file."""
# kws: prt_if indent itemid2name(study_items)
objprt = PrtFmt()
prt_flds = kws.get('prt_flds', self.get_prtflds_default(goea_results))
xlsx_data = MgrNtGOEAs(goea_results).get_goea_nts_prt(prt_flds, **kws... | [
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tanghaibao/goatools | goatools/go_enrichment.py | GOEnrichmentStudy.wr_tsv | def wr_tsv(self, fout_tsv, goea_results, **kws):
"""Write tab-separated table data to file"""
prt_flds = kws.get('prt_flds', self.get_prtflds_default(goea_results))
tsv_data = MgrNtGOEAs(goea_results).get_goea_nts_prt(prt_flds, **kws)
RPT.wr_tsv(fout_tsv, tsv_data, **kws) | python | def wr_tsv(self, fout_tsv, goea_results, **kws):
"""Write tab-separated table data to file"""
prt_flds = kws.get('prt_flds', self.get_prtflds_default(goea_results))
tsv_data = MgrNtGOEAs(goea_results).get_goea_nts_prt(prt_flds, **kws)
RPT.wr_tsv(fout_tsv, tsv_data, **kws) | [
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tanghaibao/goatools | goatools/go_enrichment.py | GOEnrichmentStudy.prt_tsv | def prt_tsv(self, prt, goea_results, **kws):
"""Write tab-separated table data"""
prt_flds = kws.get('prt_flds', self.get_prtflds_default(goea_results))
tsv_data = MgrNtGOEAs(goea_results).get_goea_nts_prt(prt_flds, **kws)
RPT.prt_tsv(prt, tsv_data, **kws) | python | def prt_tsv(self, prt, goea_results, **kws):
"""Write tab-separated table data"""
prt_flds = kws.get('prt_flds', self.get_prtflds_default(goea_results))
tsv_data = MgrNtGOEAs(goea_results).get_goea_nts_prt(prt_flds, **kws)
RPT.prt_tsv(prt, tsv_data, **kws) | [
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tanghaibao/goatools | goatools/go_enrichment.py | GOEnrichmentStudy.get_ns2nts | def get_ns2nts(results, fldnames=None, **kws):
"""Get namedtuples of GOEA results, split into BP, MF, CC."""
ns2nts = cx.defaultdict(list)
nts = MgrNtGOEAs(results).get_goea_nts_all(fldnames, **kws)
for ntgoea in nts:
ns2nts[ntgoea.NS].append(ntgoea)
return ns2nts | python | def get_ns2nts(results, fldnames=None, **kws):
"""Get namedtuples of GOEA results, split into BP, MF, CC."""
ns2nts = cx.defaultdict(list)
nts = MgrNtGOEAs(results).get_goea_nts_all(fldnames, **kws)
for ntgoea in nts:
ns2nts[ntgoea.NS].append(ntgoea)
return ns2nts | [
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tanghaibao/goatools | goatools/go_enrichment.py | GOEnrichmentStudy.print_date | def print_date(min_ratio=None, pval=0.05):
"""Print GOATOOLS version and the date the GOEA was run."""
import goatools
# Header contains provenance and parameters
date = datetime.date.today()
print("# Generated by GOATOOLS v{0} ({1})".format(goatools.__version__, date))
... | python | def print_date(min_ratio=None, pval=0.05):
"""Print GOATOOLS version and the date the GOEA was run."""
import goatools
# Header contains provenance and parameters
date = datetime.date.today()
print("# Generated by GOATOOLS v{0} ({1})".format(goatools.__version__, date))
... | [
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tanghaibao/goatools | goatools/go_enrichment.py | GOEnrichmentStudy.print_results | def print_results(self, results, min_ratio=None, indent=False, pval=0.05, prt=sys.stdout):
"""Print GOEA results with some additional statistics calculated."""
results_adj = self.get_adj_records(results, min_ratio, pval)
self.print_results_adj(results_adj, indent, prt) | python | def print_results(self, results, min_ratio=None, indent=False, pval=0.05, prt=sys.stdout):
"""Print GOEA results with some additional statistics calculated."""
results_adj = self.get_adj_records(results, min_ratio, pval)
self.print_results_adj(results_adj, indent, prt) | [
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tanghaibao/goatools | goatools/go_enrichment.py | GOEnrichmentStudy.get_adj_records | def get_adj_records(results, min_ratio=None, pval=0.05):
"""Return GOEA results with some additional statistics calculated."""
records = []
for rec in results:
# calculate some additional statistics
# (over_under, is_ratio_different)
rec.update_remaining_fldsd... | python | def get_adj_records(results, min_ratio=None, pval=0.05):
"""Return GOEA results with some additional statistics calculated."""
records = []
for rec in results:
# calculate some additional statistics
# (over_under, is_ratio_different)
rec.update_remaining_fldsd... | [
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