def test_mysqlannot(self):
        from pygr import seqdb, cnestedlist, sqlgraph
        hg18 = pygr.Data.getResource('TEST.Seq.Genome.hg18')
        # BUILD ANNOTATION DATABASE FOR REFSEQ EXONS: MYSQL VERSION
        exon_slices = sqlgraph.SQLTableClustered(
            '%s.pygr_refGene_exonAnnot%s_hg18' % (testInputDB,
                                                  smallSamplePostfix),
            clusterKey='chromosome', maxCache=0)
        exon_db = seqdb.AnnotationDB(exon_slices, hg18,
                                     sliceAttrDict=dict(id='chromosome',
                                                        gene_id='name',
                                                        exon_id='exon_id'))
        msa = cnestedlist.NLMSA(os.path.join(self.path,
                                             'refGene_exonAnnot_SQL_hg18'),
                                'w', pairwiseMode=True, bidirectional=False)
        for id in exon_db:
            msa.addAnnotation(exon_db[id])
        exon_db.clear_cache() # not really necessary; cache should autoGC
        exon_slices.clear_cache()
        msa.build()
        exon_db.__doc__ = 'SQL Exon Annotation Database for hg18'
        pygr.Data.addResource('TEST.Annotation.SQL.hg18.exons', exon_db)
        msa.__doc__ = 'SQL NLMSA Exon for hg18'
        pygr.Data.addResource('TEST.Annotation.NLMSA.SQL.hg18.exons', msa)
        exon_schema = pygr.Data.ManyToManyRelation(hg18, exon_db,
                                                   bindAttrs=('exon2', ))
        exon_schema.__doc__ = 'SQL Exon Schema for hg18'
        pygr.Data.addSchema('TEST.Annotation.NLMSA.SQL.hg18.exons',
                            exon_schema)
        # BUILD ANNOTATION DATABASE FOR REFSEQ SPLICES: MYSQL VERSION
        splice_slices = sqlgraph.SQLTableClustered(
            '%s.pygr_refGene_spliceAnnot%s_hg18' % (testInputDB,
                                                    smallSamplePostfix),
            clusterKey='chromosome', maxCache=0)
        splice_db = seqdb.AnnotationDB(splice_slices, hg18,
                                       sliceAttrDict=dict(id='chromosome',
                                                          gene_id='name',
                                                        splice_id='splice_id'))
        msa = cnestedlist.NLMSA(os.path.join(self.path,
                                             'refGene_spliceAnnot_SQL_hg18'),
                                'w', pairwiseMode=True, bidirectional=False)
        for id in splice_db:
            msa.addAnnotation(splice_db[id])
        splice_db.clear_cache() # not really necessary; cache should autoGC
        splice_slices.clear_cache()
        msa.build()
        splice_db.__doc__ = 'SQL Splice Annotation Database for hg18'
        pygr.Data.addResource('TEST.Annotation.SQL.hg18.splices', splice_db)
        msa.__doc__ = 'SQL NLMSA Splice for hg18'
        pygr.Data.addResource('TEST.Annotation.NLMSA.SQL.hg18.splices', msa)
        splice_schema = pygr.Data.ManyToManyRelation(hg18, splice_db,
                                                     bindAttrs=('splice2', ))
        splice_schema.__doc__ = 'SQL Splice Schema for hg18'
        pygr.Data.addSchema('TEST.Annotation.NLMSA.SQL.hg18.splices',
                            splice_schema)
        # BUILD ANNOTATION DATABASE FOR REFSEQ EXONS: MYSQL VERSION
        cds_slices = sqlgraph.SQLTableClustered(
            '%s.pygr_refGene_cdsAnnot%s_hg18' % (testInputDB,
                                                 smallSamplePostfix),
            clusterKey='chromosome', maxCache=0)
        cds_db = seqdb.AnnotationDB(cds_slices, hg18,
                                    sliceAttrDict=dict(id='chromosome',
                                                       gene_id='name',
                                                       cds_id='cds_id'))
        msa = cnestedlist.NLMSA(os.path.join(self.path,
                                             'refGene_cdsAnnot_SQL_hg18'), 'w',
                                pairwiseMode=True, bidirectional=False)
        for id in cds_db:
            msa.addAnnotation(cds_db[id])
        cds_db.clear_cache() # not really necessary; cache should autoGC
        cds_slices.clear_cache()
        msa.build()
        cds_db.__doc__ = 'SQL CDS Annotation Database for hg18'
        pygr.Data.addResource('TEST.Annotation.SQL.hg18.cdss', cds_db)
        msa.__doc__ = 'SQL NLMSA CDS for hg18'
        pygr.Data.addResource('TEST.Annotation.NLMSA.SQL.hg18.cdss', msa)
        cds_schema = pygr.Data.ManyToManyRelation(hg18, cds_db,
                                                  bindAttrs=('cds2', ))
        cds_schema.__doc__ = 'SQL CDS Schema for hg18'
        pygr.Data.addSchema('TEST.Annotation.NLMSA.SQL.hg18.cdss', cds_schema)
        # BUILD ANNOTATION DATABASE FOR MOST CONSERVED ELEMENTS FROM UCSC:
        # MYSQL VERSION
        ucsc_slices = \
             sqlgraph.SQLTableClustered('%s.pygr_phastConsElements28way%s_hg18'
                                        % (testInputDB, smallSamplePostfix),
                                        clusterKey='chromosome', maxCache=0)
        ucsc_db = seqdb.AnnotationDB(ucsc_slices, hg18,
                                     sliceAttrDict=dict(id='chromosome',
                                                        gene_id='name',
                                                        ucsc_id='ucsc_id'))
        msa = cnestedlist.NLMSA(os.path.join(self.path,
                                            'phastConsElements28way_SQL_hg18'),
                                'w', pairwiseMode=True, bidirectional=False)
        for id in ucsc_db:
            msa.addAnnotation(ucsc_db[id])
        ucsc_db.clear_cache() # not really necessary; cache should autoGC
        ucsc_slices.clear_cache()
        msa.build()
        ucsc_db.__doc__ = 'SQL Most Conserved Elements for hg18'
        pygr.Data.addResource('TEST.Annotation.UCSC.SQL.hg18.mostconserved',
                              ucsc_db)
        msa.__doc__ = 'SQL NLMSA for Most Conserved Elements for hg18'
        pygr.Data.addResource(
            'TEST.Annotation.UCSC.NLMSA.SQL.hg18.mostconserved', msa)
        ucsc_schema = pygr.Data.ManyToManyRelation(hg18, ucsc_db,
                                                   bindAttrs=('element2', ))
        ucsc_schema.__doc__ = \
                'SQL Schema for UCSC Most Conserved Elements for hg18'
        pygr.Data.addSchema(
            'TEST.Annotation.UCSC.NLMSA.SQL.hg18.mostconserved', ucsc_schema)
        # BUILD ANNOTATION DATABASE FOR SNP126 FROM UCSC: MYSQL VERSION
        snp_slices = sqlgraph.SQLTableClustered('%s.pygr_snp126%s_hg18'
                                                % (testInputDB,
                                                   smallSamplePostfix),
                                                clusterKey='clusterKey',
                                                maxCache=0)
        snp_db = seqdb.AnnotationDB(snp_slices, hg18,
                                    sliceAttrDict=dict(id='chromosome',
                                                       gene_id='name',
                                                       snp_id='snp_id',
                                                       score='score',
                                                       ref_NCBI='ref_NCBI',
                                                       ref_UCSC='ref_UCSC',
                                                       observed='observed',
                                                       molType='molType',
                                                       myClass='myClass',
                                                       myValid='myValid',
                                                       avHet='avHet',
                                                       avHetSE='avHetSE',
                                                       myFunc='myFunc',
                                                       locType='locType',
                                                       myWeight='myWeight'))
        msa = cnestedlist.NLMSA(os.path.join(self.path, 'snp126_SQL_hg18'),
                                'w', pairwiseMode=True, bidirectional=False)
        for id in snp_db:
            msa.addAnnotation(snp_db[id])
        snp_db.clear_cache() # not really necessary; cache should autoGC
        snp_slices.clear_cache()
        msa.build()
        snp_db.__doc__ = 'SQL SNP126 for hg18'
        pygr.Data.addResource('TEST.Annotation.UCSC.SQL.hg18.snp126', snp_db)
        msa.__doc__ = 'SQL NLMSA for SNP126 for hg18'
        pygr.Data.addResource('TEST.Annotation.UCSC.NLMSA.SQL.hg18.snp126',
                              msa)
        snp_schema = pygr.Data.ManyToManyRelation(hg18, snp_db,
                                                  bindAttrs=('snp2', ))
        snp_schema.__doc__ = 'SQL Schema for UCSC SNP126 for hg18'
        pygr.Data.addSchema('TEST.Annotation.UCSC.NLMSA.SQL.hg18.snp126',
                            snp_schema)
        pygr.Data.save()
        pygr.Data.clear_cache()

        # QUERY TO EXON AND SPLICES ANNOTATION DATABASE
        hg18 = pygr.Data.getResource('TEST.Seq.Genome.hg18')
        exonmsa = pygr.Data.getResource('TEST.Annotation.NLMSA.SQL.hg18.exons')
        splicemsa = \
                pygr.Data.getResource('TEST.Annotation.NLMSA.SQL.hg18.splices')
        conservedmsa = \
     pygr.Data.getResource('TEST.Annotation.UCSC.NLMSA.SQL.hg18.mostconserved')
        snpmsa = \
            pygr.Data.getResource('TEST.Annotation.UCSC.NLMSA.SQL.hg18.snp126')
        cdsmsa = pygr.Data.getResource('TEST.Annotation.NLMSA.SQL.hg18.cdss')
        exons = pygr.Data.getResource('TEST.Annotation.SQL.hg18.exons')
        splices = pygr.Data.getResource('TEST.Annotation.SQL.hg18.splices')
        mostconserved = \
           pygr.Data.getResource('TEST.Annotation.UCSC.SQL.hg18.mostconserved')
        snp126 = pygr.Data.getResource('TEST.Annotation.UCSC.SQL.hg18.snp126')
        cdss = pygr.Data.getResource('TEST.Annotation.SQL.hg18.cdss')

        # OPEN hg18_MULTIZ28WAY NLMSA
        msa = cnestedlist.NLMSA(os.path.join(msaDir, 'hg18_multiz28way'), 'r',
                                trypath=[seqDir])

        exonAnnotFileName = os.path.join(testInputDir,
                                 'Annotation_ConservedElement_Exons%s_hg18.txt'
                                         % smallSamplePostfix)
        intronAnnotFileName = os.path.join(testInputDir,
                               'Annotation_ConservedElement_Introns%s_hg18.txt'
                                           % smallSamplePostfix)
        stopAnnotFileName = os.path.join(testInputDir,
                                  'Annotation_ConservedElement_Stop%s_hg18.txt'
                                         % smallSamplePostfix)
        newexonAnnotFileName = os.path.join(self.path, 'new_Exons_hg18.txt')
        newintronAnnotFileName = os.path.join(self.path,
                                              'new_Introns_hg18.txt')
        newstopAnnotFileName = os.path.join(self.path, 'new_stop_hg18.txt')
        tmpexonAnnotFileName = self.copyFile(exonAnnotFileName)
        tmpintronAnnotFileName = self.copyFile(intronAnnotFileName)
        tmpstopAnnotFileName = self.copyFile(stopAnnotFileName)

        if smallSampleKey:
            chrList = [smallSampleKey]
        else:
            chrList = hg18.seqLenDict.keys()
            chrList.sort()

        outfile = open(newexonAnnotFileName, 'w')
        for chrid in chrList:
            slice = hg18[chrid]
            # EXON ANNOTATION DATABASE
            try:
                ex1 = exonmsa[slice]
            except:
                continue
            else:
                exlist1 = [(ix.exon_id, ix) for ix in ex1.keys()]
                exlist1.sort()
                for ixx, exon in exlist1:
                    saveList = []
                    tmp = exon.sequence
                    tmpexon = exons[exon.exon_id]
                    tmpslice = tmpexon.sequence # FOR REAL EXON COORDINATE
                    wlist1 = 'EXON', chrid, tmpexon.exon_id, tmpexon.gene_id, \
                            tmpslice.start, tmpslice.stop
                    try:
                        out1 = conservedmsa[tmp]
                    except KeyError:
                        pass
                    else:
                        elementlist = [(ix.ucsc_id, ix) for ix in out1.keys()]
                        elementlist.sort()
                        for iyy, element in elementlist:
                            if element.stop - element.start < 100:
                                continue
                            score = int(string.split(element.gene_id, '=')[1])
                            if score < 100:
                                continue
                            tmp2 = element.sequence
                            tmpelement = mostconserved[element.ucsc_id]
                            # FOR REAL ELEMENT COORDINATE
                            tmpslice2 = tmpelement.sequence
                            wlist2 = wlist1 + (tmpelement.ucsc_id,
                                               tmpelement.gene_id,
                                               tmpslice2.start,
                                               tmpslice2.stop)
                            slicestart, sliceend = max(tmp.start, tmp2.start),\
                                    min(tmp.stop, tmp2.stop)
                            if slicestart < 0 or sliceend < 0:
                                sys.exit('wrong query')
                            tmp1 = msa.seqDict['hg18.' + chrid][slicestart:
                                                                sliceend]
                            edges = msa[tmp1].edges()
                            for src, dest, e in edges:
                                if src.stop - src.start < 100:
                                    continue
                                palign, pident = e.pAligned(), e.pIdentity()
                                if palign < 0.8 or pident < 0.8:
                                    continue
                                palign, pident = '%.2f' % palign, \
                                        '%.2f' % pident
                                wlist3 = wlist2 + ((~msa.seqDict)[src],
                                                   str(src), src.start,
                                                   src.stop,
                                                   (~msa.seqDict)[dest],
                                                   str(dest), dest.start,
                                                   dest.stop, palign, pident)
                                saveList.append('\t'.join(map(str, wlist3))
                                                + '\n')
                        saveList.sort()
                        for saveline in saveList:
                            outfile.write(saveline)
        outfile.close()
        md5old = hashlib.md5()
        md5old.update(open(tmpexonAnnotFileName, 'r').read())
        md5new = hashlib.md5()
        md5new.update(open(newexonAnnotFileName, 'r').read())
        assert md5old.digest() == md5new.digest()

        outfile = open(newintronAnnotFileName, 'w')
        for chrid in chrList:
            slice = hg18[chrid]
            # SPLICE ANNOTATION DATABASE
            try:
                sp1 = splicemsa[slice]
            except:
                continue
            else:
                splist1 = [(ix.splice_id, ix) for ix in sp1.keys()]
                splist1.sort()
                for ixx, splice in splist1:
                    saveList = []
                    tmp = splice.sequence
                    tmpsplice = splices[splice.splice_id]
                    tmpslice = tmpsplice.sequence # FOR REAL EXON COORDINATE
                    wlist1 = 'INTRON', chrid, tmpsplice.splice_id, \
                            tmpsplice.gene_id, tmpslice.start, tmpslice.stop
                    try:
                        out1 = conservedmsa[tmp]
                    except KeyError:
                        pass
                    else:
                        elementlist = [(ix.ucsc_id, ix) for ix in out1.keys()]
                        elementlist.sort()
                        for iyy, element in elementlist:
                            if element.stop - element.start < 100:
                                continue
                            score = int(string.split(element.gene_id, '=')[1])
                            if score < 100:
                                continue
                            tmp2 = element.sequence
                            tmpelement = mostconserved[element.ucsc_id]
                            # FOR REAL ELEMENT COORDINATE
                            tmpslice2 = tmpelement.sequence
                            wlist2 = wlist1 + (tmpelement.ucsc_id,
                                               tmpelement.gene_id,
                                               tmpslice2.start,
                                               tmpslice2.stop)
                            slicestart, sliceend = max(tmp.start, tmp2.start),\
                                    min(tmp.stop, tmp2.stop)
                            if slicestart < 0 or sliceend < 0:
                                sys.exit('wrong query')
                            tmp1 = msa.seqDict['hg18.' + chrid][slicestart:
                                                                sliceend]
                            edges = msa[tmp1].edges()
                            for src, dest, e in edges:
                                if src.stop - src.start < 100:
                                    continue
                                palign, pident = e.pAligned(), e.pIdentity()
                                if palign < 0.8 or pident < 0.8:
                                    continue
                                palign, pident = '%.2f' % palign, \
                                        '%.2f' % pident
                                wlist3 = wlist2 + ((~msa.seqDict)[src],
                                                   str(src), src.start,
                                                   src.stop,
                                                   (~msa.seqDict)[dest],
                                                   str(dest), dest.start,
                                                   dest.stop, palign, pident)
                                saveList.append('\t'.join(map(str, wlist3))
                                                + '\n')
                        saveList.sort()
                        for saveline in saveList:
                            outfile.write(saveline)
                    # SNP IN SPLICE SITES
                    saveList = []
                    gt = tmpslice[:2]
                    ag = tmpslice[-2:]
                    try:
                        gtout = snpmsa[gt]
                        agout = snpmsa[ag]
                    except KeyError:
                        pass
                    else:
                        gtlist = gtout.keys()
                        aglist = agout.keys()
                        for snp in gtlist:
                            tmpsnp = snp.sequence
                            annsnp = snp126[snp.snp_id]
                            wlist2 = ('SNP5', chrid, tmpsplice.gene_id,
                                      gt.start, gt.stop, str(gt)) + \
                                    (annsnp.snp_id, tmpsnp.start, tmpsnp.stop,
                                     str(tmpsnp), annsnp.gene_id,
                                     annsnp.ref_NCBI, annsnp.ref_UCSC,
                                     annsnp.observed, annsnp.molType,
                                     annsnp.myClass, annsnp.myValid)
                            tmp1 = msa.seqDict['hg18.' + chrid][abs(gt.start):
                                                                abs(gt.stop)]
                            edges = msa[tmp1].edges()
                            for src, dest, e in edges:
                                if src.stop - src.start != 2 or \
                                   dest.stop - dest.start != 2:
                                    continue
                                palign, pident = e.pAligned(), e.pIdentity()
                                palign, pident = '%.2f' % palign, \
                                        '%.2f' % pident
                                wlist3 = wlist2 + ((~msa.seqDict)[src],
                                                   str(src), src.start,
                                                   src.stop,
                                                   (~msa.seqDict)[dest],
                                                   str(dest), dest.start,
                                                   dest.stop, palign, pident)
                                saveList.append('\t'.join(map(str, wlist3))
                                                + '\n')
                        for snp in aglist:
                            tmpsnp = snp.sequence
                            annsnp = snp126[snp.snp_id]
                            wlist2 = ('SNP3', chrid, tmpsplice.gene_id,
                                      ag.start, ag.stop, str(ag)) + \
                                    (annsnp.snp_id, tmpsnp.start, tmpsnp.stop,
                                     str(tmpsnp), annsnp.gene_id,
                                     annsnp.ref_NCBI, annsnp.ref_UCSC,
                                     annsnp.observed, annsnp.molType,
                                     annsnp.myClass, annsnp.myValid)
                            tmp1 = msa.seqDict['hg18.' + chrid][abs(ag.start):
                                                                abs(ag.stop)]
                            edges = msa[tmp1].edges()
                            for src, dest, e in edges:
                                if src.stop - src.start != 2 or \
                                   dest.stop - dest.start != 2:
                                    continue
                                palign, pident = e.pAligned(), e.pIdentity()
                                palign, pident = '%.2f' % palign, \
                                        '%.2f' % pident
                                wlist3 = wlist2 + ((~msa.seqDict)[src],
                                                   str(src), src.start,
                                                   src.stop,
                                                   (~msa.seqDict)[dest],
                                                   str(dest), dest.start,
                                                   dest.stop, palign, pident)
                                saveList.append('\t'.join(map(str, wlist3))
                                                + '\n')
                        saveList.sort()
                        for saveline in saveList:
                            outfile.write(saveline)
        outfile.close()
        md5old = hashlib.md5()
        md5old.update(open(tmpintronAnnotFileName, 'r').read())
        md5new = hashlib.md5()
        md5new.update(open(newintronAnnotFileName, 'r').read())
        assert md5old.digest() == md5new.digest()

        outfile = open(newstopAnnotFileName, 'w')
        for chrid in chrList:
            slice = hg18[chrid]
            # STOP ANNOTATION DATABASE
            try:
                cds1 = cdsmsa[slice]
            except:
                continue
            else:
                cdslist1 = [(ix.cds_id, ix) for ix in cds1.keys()]
                cdslist1.sort()
                for ixx, cds in cdslist1:
                    saveList = []
                    tmp = cds.sequence
                    tmpcds = cdss[cds.cds_id]
                    tmpslice = tmpcds.sequence # FOR REAL EXON COORDINATE
                    wlist1 = 'STOP', chrid, tmpcds.cds_id, tmpcds.gene_id, \
                            tmpslice.start, tmpslice.stop
                    if tmpslice.start < 0:
                        stopstart, stopend = -tmpslice.stop, -tmpslice.start
                        stop = -hg18[chrid][stopstart:stopstart+3]
                    else:
                        stopstart, stopend = tmpslice.start, tmpslice.stop
                        stop = hg18[chrid][stopend-3:stopend]
                    if str(stop).upper() not in ('TAA', 'TAG', 'TGA'):
                        continue
                    try:
                        snp1 = snpmsa[stop]
                    except KeyError:
                        pass
                    else:
                        snplist = [(ix.snp_id, ix) for ix in snp1.keys()]
                        snplist.sort()
                        for iyy, snp in snplist:
                            tmpsnp = snp.sequence
                            annsnp = snp126[snp.snp_id]
                            wlist2 = wlist1 + (str(stop), stop.start,
                                               stop.stop) + (annsnp.snp_id,
                                                             tmpsnp.start,
                                                             tmpsnp.stop,
                                                             str(tmpsnp),
                                                             annsnp.gene_id,
                                                             annsnp.ref_NCBI,
                                                             annsnp.ref_UCSC,
                                                             annsnp.observed,
                                                             annsnp.molType,
                                                             annsnp.myClass,
                                                             annsnp.myValid)
                            if tmpslice.start < 0:
                                tmp1 = -msa.seqDict['hg18.' + chrid]\
                                        [stopstart:stopstart + 3]
                            else:
                                tmp1 = msa.seqDict['hg18.' + chrid]\
                                        [stopend - 3:stopend]
                            edges = msa[tmp1].edges()
                            for src, dest, e in edges:
                                if src.stop - src.start != 3 or \
                                   dest.stop - dest.start != 3:
                                    continue
                                palign, pident = e.pAligned(), e.pIdentity()
                                palign, pident = '%.2f' % palign, '%.2f' \
                                        % pident
                                if str(dest).upper() not in ('TAA', 'TAG',
                                                             'TGA'):
                                    nonstr = 'NONSENSE'
                                else:
                                    nonstr = 'STOP'
                                wlist3 = wlist2 + ((~msa.seqDict)[src],
                                                   str(src), src.start,
                                                   src.stop,
                                                   (~msa.seqDict)[dest],
                                                   str(dest), dest.start,
                                                   dest.stop, palign, pident,
                                                   nonstr)
                                saveList.append('\t'.join(map(str, wlist3))
                                                + '\n')
                        saveList.sort()
                        for saveline in saveList:
                            outfile.write(saveline)
        outfile.close()
        md5old = hashlib.md5()
        md5old.update(open(tmpstopAnnotFileName, 'r').read())
        md5new = hashlib.md5()
        md5new.update(open(newstopAnnotFileName, 'r').read())
        assert md5old.digest() == md5new.digest()
Helper method that checks a single attribute and gives a nice error
dataset/ETHPy150Open cjlee112/pygr/tests/annotation_hg18_megatest.py/Build_Test.test_mysqlannot--crossover with--dataset/ETHPy150Open AppScale/appscale/AppServer/lib/django-1.3/tests/regressiontests/pagination_regress/tests.py/PaginatorTests.check_attribute