Beispiel #1
0
    def create_integration_id(self, datacollect_id, comments):
        autoproc_status = edFactoryPlugin.loadPlugin(
            'EDPluginISPyBStoreAutoProcStatusv1_4')
        status_input = XSDataInputStoreAutoProcStatus()
        status_input.dataCollectionId = datacollect_id
        status_input.anomalous = True

        # needed even if we only want to get an integration ID?
        status_data = AutoProcStatus()
        status_data.step = "Indexing"
        status_data.status = "Launched"
        status_data.comments = comments

        # Program
        autoProcProgram = EDHandlerXSDataISPyBv1_4.createAutoProcProgram(
            programId=None,
            status="RUNNING",
            timeStart=self.timeStart,
            timeEnd=self.timeEnd,
            processingCommandLine=self.processingCommandLine,
            processingPrograms=self.processingPrograms)

        status_input.AutoProcProgram = autoProcProgram
        status_input.AutoProcStatus = status_data

        autoproc_status.dataInput = status_input
        # get our EDNAproc status id
        autoproc_status.executeSynchronous()
        return (autoproc_status.dataOutput.autoProcIntegrationId,
                autoproc_status.dataOutput.autoProcProgramId)
Beispiel #2
0
    def createXSDataInputStoreAutoProc(self, xsDataResultXDSAPP, processDirectory, template,
                                       strPathXscaleLp, isAnom, proposal, timeStart, timeEnd, dataCollectionId,
                                       integrationId=None, programId=None):

        # Parse log file
        dictLog = self.parseLogFile(xsDataResultXDSAPP.logFile.path.value)
        dictXscale = self.parseXscaleLp(strPathXscaleLp)

        xsDataInputStoreAutoProc = XSDataInputStoreAutoProc()
        autoProcContainer = AutoProcContainer()


        # AutoProc
        autoProc = AutoProc()
        autoProc.spaceGroup = dictLog["spaceGroup"]
        autoProc.refinedCell_a = dictLog["cellA"]
        autoProc.refinedCell_b = dictLog["cellB"]
        autoProc.refinedCell_c = dictLog["cellC"]
        autoProc.refinedCell_alpha = dictLog["cellAlpha"]
        autoProc.refinedCell_beta = dictLog["cellBeta"]
        autoProc.refinedCell_gamma = dictLog["cellGamma"]
        autoProcContainer.AutoProc = autoProc

        # AutoProcIntegrationContainer
        autoProcIntegrationContainer = AutoProcIntegrationContainer()
        autoProcIntegration = AutoProcIntegration()
        autoProcIntegration.autoProcIntegrationId = integrationId
        autoProcIntegration.cell_a = dictLog["cellA"]
        autoProcIntegration.cell_b = dictLog["cellB"]
        autoProcIntegration.cell_c = dictLog["cellC"]
        autoProcIntegration.cell_alpha = dictLog["cellAlpha"]
        autoProcIntegration.cell_beta = dictLog["cellBeta"]
        autoProcIntegration.cell_gamma = dictLog["cellGamma"]
        autoProcIntegration.anomalous = isAnom

        image = Image()
        image.dataCollectionId = dataCollectionId
        autoProcIntegrationContainer.AutoProcIntegration = autoProcIntegration
        autoProcIntegrationContainer.Image = image


        # Scaling container
        if xsDataResultXDSAPP.correctLP is not None:
            isa = self.parseCorrectLp(xsDataResultXDSAPP.correctLP.path.value)
        else:
            isa = None
        autoProcScalingContainer = AutoProcScalingContainer()
        autoProcScaling = AutoProcScaling()
        autoProcScaling.recordTimeStamp = time.strftime("%Y-%m-%d %H:%M:%S", time.localtime())
        autoProcScalingContainer.AutoProcScaling = autoProcScaling
        for scalingStatisticsType in dictXscale:
            autoProcScalingStatistics = AutoProcScalingStatistics()
            autoProcScalingStatistics.scalingStatisticsType = scalingStatisticsType
            autoProcScalingStatistics.anomalous = isAnom
            for scalingStatisticsAttribute in dictXscale[scalingStatisticsType]:
                setattr(autoProcScalingStatistics, scalingStatisticsAttribute, dictXscale[scalingStatisticsType][scalingStatisticsAttribute])
            if scalingStatisticsType == "overall" and isa is not None:
                autoProcScalingStatistics.isa = isa
            autoProcScalingContainer.addAutoProcScalingStatistics(autoProcScalingStatistics)
        autoProcScalingContainer.AutoProcIntegrationContainer = autoProcIntegrationContainer
        autoProcContainer.AutoProcScalingContainer = autoProcScalingContainer

        # Program
        autoProcProgramContainer = AutoProcProgramContainer()

        autoProcProgram = EDHandlerXSDataISPyBv1_4.createAutoProcProgram(
                programId=programId, status="SUCCESS", timeStart=timeStart, timeEnd=timeEnd,
                processingCommandLine=self.processingCommandLine, processingPrograms=self.processingPrograms)
        autoProcProgramContainer.AutoProcProgram = autoProcProgram

        # XDSAPP log and result files
        if xsDataResultXDSAPP.logFile is not None:
            self.addAttachment(autoProcProgramContainer, xsDataResultXDSAPP.logFile.path.value,
                               "xdsapp", "log", isAnom, attachmentType="Log")
        if xsDataResultXDSAPP.pointlessLog is not None:
            self.addAttachment(autoProcProgramContainer, xsDataResultXDSAPP.pointlessLog.path.value,
                               "pointless", "log", isAnom, attachmentType="Log")
        if xsDataResultXDSAPP.phenixXtriageLog is not None:
            self.addAttachment(autoProcProgramContainer, xsDataResultXDSAPP.phenixXtriageLog.path.value,
                               "xtriage", "log", isAnom, attachmentType="Log")
        if xsDataResultXDSAPP.correctLP is not None:
            self.addAttachment(autoProcProgramContainer, xsDataResultXDSAPP.correctLP.path.value,
                               "CORRECT", "LP", isAnom, attachmentType="Log")
        if xsDataResultXDSAPP.XDS_ASCII_HKL is not None:
            self.addAttachment(autoProcProgramContainer, xsDataResultXDSAPP.XDS_ASCII_HKL.path.value,
                               "XDS_ASCII", "HKL", isAnom, attachmentType="Result", doGzip=True)
        if xsDataResultXDSAPP.XDS_INP is not None:
            self.addAttachment(autoProcProgramContainer, xsDataResultXDSAPP.XDS_INP.path.value,
                               "XDS", "INP", isAnom, attachmentType="Result", doGzip=False, noMergedString=True)
        for mtz_F in xsDataResultXDSAPP.mtz_F:
            basenameMtz_F = os.path.splitext(os.path.basename(mtz_F.path.value))[0]
            self.addAttachment(autoProcProgramContainer, mtz_F.path.value,
                               basenameMtz_F, "mtz", isAnom, attachmentType="Result")
        for mtz_F_plus_F_minus in xsDataResultXDSAPP.mtz_F_plus_F_minus:
            basenameMtz_F_plus_F_minus = os.path.splitext(os.path.basename(mtz_F_plus_F_minus.path.value))[0]
            self.addAttachment(autoProcProgramContainer, mtz_F_plus_F_minus.path.value,
                               basenameMtz_F_plus_F_minus, "mtz", isAnom, attachmentType="Result")
#        for mtz_I in xsDataResultXDSAPP.mtz_I:
#            basenameMtz_I = os.path.splitext(os.path.basename(mtz_I.path.value))[0]
#            self.addAttachment(autoProcProgramContainer, mtz_I.path.value,
#                               basenameMtz_I, "mtz", isAnom, attachmentType="Result")
#        for hkl in xsDataResultXDSAPP.hkl:
#            basenameHkl = os.path.splitext(os.path.basename(hkl.path.value))[0]
#            self.addAttachment(autoProcProgramContainer, hkl.path.value,
#                               basenameHkl, "hkl", isAnom, attachmentType="Result", doGzip=True)
#        for cv in xsDataResultXDSAPP.cv:
#            basenameCv = os.path.splitext(os.path.basename(cv.path.value))[0]
#            self.addAttachment(autoProcProgramContainer, cv.path.value,
#                               basenameCv, "cv", isAnom, attachmentType="Result", doGzip=True)

        if os.path.exists(strPathXscaleLp):
            self.addAttachment(autoProcProgramContainer, strPathXscaleLp,
                               "XSCALE", "LP", isAnom, isMerged=True, attachmentType="Result")
        autoProcContainer.AutoProcProgramContainer = autoProcProgramContainer
        xsDataInputStoreAutoProc.AutoProcContainer = autoProcContainer
        return xsDataInputStoreAutoProc
Beispiel #3
0
    def postProcess(self, _edObject=None):
        EDPluginControl.postProcess(self)
        self.DEBUG("EDPluginControlCrystFELv1_0.postProcess")
        """
        autoProcScalingStatisticsId : integer optional
        scalingStatisticsType : string
        comments : string
        resolutionLimitLow : float
        resolutionLimitHigh : float
        rMerge : float
        rMeasWithinIPlusIMinus : float
        rMeasAllIPlusIMinus : float
        rPimWithinIPlusIMinus : float
        rPimAllIPlusIMinus : float
        fractionalPartialBias : float
        nTotalObservations : integer
        ntotalUniqueObservations : integer
        meanIOverSigI : float
        completeness : float
        multiplicity : float
        anomalousCompleteness : float
        anomalousMultiplicity : float
        recordTimeStamp : string
        anomalous : boolean
        autoProcScalingId : integer
        ccHalf : float
        ccAno : float
        sigAno : float
        isa : float
        completenessSpherical : float
        anomalousCompletenessSpherical : float
        completenessEllipsoidal : float
        anomalousCompletenessEllipsoidal : float
        """
        """
        overallCompl : XSDataDouble
        overallRed : XSDataDouble
        overallSnr : XSDataDouble
        overallRsplit : XSDataDouble
        overallCC
        """

        output = AutoProcContainer()
        autoproc = AutoProc()
        autoproc.spaceGroup = str(self.dataInput.spaceGroup.value)
        output.AutoProc = autoproc

        scaling_container = AutoProcScalingContainer()
        scaling = AutoProcScaling()
        scaling.recordTimeStamp = time.strftime("%Y-%m-%d %H:%M:%S",
                                                time.localtime())
        scaling_container.AutoProcScaling = scaling

        #Open the cell file and get the cell parameters

        cell_file = open(self.dataInput.cellFile.value, "r")
        cell_params = {}
        for line in cell_file.readlines():
            if line.startswith("a ="):
                cell_params["a"] = float(line[4:9])
            elif line.startswith("b ="):
                cell_params["b"] = float(line[4:9])
            elif line.startswith("c ="):
                cell_params["c"] = float(line[4:9])
            elif line.startswith("al ="):
                cell_params["alpha"] = float(line[4:9])
            elif line.startswith("be ="):
                cell_params["beta"] = float(line[4:9])
            elif line.startswith("ga ="):
                cell_params["gamma"] = float(line[4:9])
        cell_file.close()

        autoproc.refinedCell_a = cell_params["a"]
        autoproc.refinedCell_b = cell_params["b"]
        autoproc.refinedCell_c = cell_params["c"]
        autoproc.refinedCell_alpha = cell_params["alpha"]
        autoproc.refinedCell_beta = cell_params["beta"]
        autoproc.refinedCell_gamma = cell_params["gamma"]

        overall_stats = AutoProcScalingStatistics()
        overall_stats.scalingStatisticsType = "innerShell"
        overall_stats.ccHalf = float(
            self.post_process_plugin.dataOutput.overallCC.value)
        overall_stats.resolutionLimitLow = float(
            self.post_process_plugin.dataOutput.resolutionLimitLow.value)
        overall_stats.resolutionLimitHigh = float(
            self.post_process_plugin.dataOutput.resolutionLimitHigh.value)
        overall_stats.completeness = float(
            self.post_process_plugin.dataOutput.overallCompl.value)
        #TODO get rMerge: otherwise results are not displayed in EXI
        overall_stats.rMerge = 0

        scaling_container.AutoProcScalingStatistics.append(overall_stats)

        integration_container = AutoProcIntegrationContainer()
        image = Image()
        image.dataCollectionId = self.dataInput.dataCollectionId.value
        integration_container.Image = image

        integration = AutoProcIntegration()
        if self.integration_id is not None:
            integration.autoProcIntegrationId = self.integration_id
            integration.cell_a = cell_params["a"]
            integration.cell_b = cell_params["b"]
            integration.cell_c = cell_params["c"]
            integration.cell_alpha = cell_params["alpha"]
            integration.cell_beta = cell_params["beta"]
            integration.cell_gamma = cell_params["gamma"]
            integration.anomalous = 0

        # done with the integration
        integration_container.AutoProcIntegration = integration
        scaling_container.AutoProcIntegrationContainer = integration_container

        program_container = AutoProcProgramContainer()
        program_container.AutoProcProgram = EDHandlerXSDataISPyBv1_4.createAutoProcProgram(
            programId=self.program_id,
            status="SUCCESS",
            timeStart=self.timeStart,
            timeEnd=self.timeEnd,
            processingCommandLine=self.processingCommandLine,
            processingPrograms=self.processingPrograms)

        output.AutoProcProgramContainer = program_container
        output.AutoProcScalingContainer = scaling_container

        for log_file in self.post_process_plugin.dataOutput.logFiles:
            pathToLogFile = log_file.path.value
            pyarchFileName = os.path.join(self.pyarchDirectory,
                                          os.path.basename(pathToLogFile))
            #shutil.copy(pathToLogFile, os.path.join(self.resultsDirectory, pyarchFileName))

            autoproc_program_attachment = AutoProcProgramAttachment()
            autoproc_program_attachment.fileName = os.path.basename(
                pyarchFileName)
            autoproc_program_attachment.filePath = os.path.dirname(
                pyarchFileName)
            autoproc_program_attachment.fileType = "Log"
            program_container.addAutoProcProgramAttachment(
                autoproc_program_attachment)
            self.screen("Result file %s uploaded to ISPyB" %
                        os.path.basename(pyarchFileName))

        for data_file in self.post_process_plugin.dataOutput.dataFiles:
            pathToDataFile = data_file.path.value
            pyarchFileName = os.path.join(self.pyarchDirectory,
                                          os.path.basename(pathToDataFile))
            #shutil.copy(pathToLogFile, os.path.join(self.resultsDirectory, pyarchFileName))

            autoproc_program_attachment = AutoProcProgramAttachment()
            autoproc_program_attachment.fileName = os.path.basename(
                pyarchFileName)
            autoproc_program_attachment.filePath = os.path.dirname(
                pyarchFileName)
            autoproc_program_attachment.fileType = "Result"
            program_container.addAutoProcProgramAttachment(
                autoproc_program_attachment)
            self.screen("Result file %s uploaded to ISPyB" %
                        os.path.basename(pyarchFileName))

        ispyb_input = XSDataInputStoreAutoProc()
        ispyb_input.AutoProcContainer = output

        self.store_autoproc_plugin.dataInput = ispyb_input
        self.store_autoproc_plugin.executeSynchronous()

        if self.store_autoproc_plugin.isFailure():
            self.ERROR("Could not upload results to ispyb!")
        else:
            self.hasUploadedAnomResultsToISPyB = True
            self.screen("Results uploaded to ISPyB")

        xsDataInput = XSDataInputISPyBUpdateDataCollectionGroupComment()
        xsDataInput.newComment = XSDataString(
            self.post_process_plugin.dataOutput.comment.value)
        xsDataInput.dataCollectionId = self.dataInput.dataCollectionId
        self.store_dc_comment_plugin.dataInput = xsDataInput
        self.executePluginSynchronous(self.store_dc_comment_plugin)
    def uploadToISPyB(self, edPluginExecXia2DIALS, isAnom, proposal, programId,
                      integrationId):
        successUpload = False

        if isAnom:
            anomString = "anom"
        else:
            anomString = "noanom"

        # Read the generated ISPyB xml file - if any
        if self.pyarchDirectory is not None and edPluginExecXia2DIALS.dataOutput.ispybXML is not None:
            autoProcContainer = AutoProcContainer.parseFile(
                edPluginExecXia2DIALS.dataOutput.ispybXML.path.value)

            # "Fix" certain entries in the ISPyB xml file
            autoProcScalingContainer = autoProcContainer.AutoProcScalingContainer
            for autoProcScalingStatistics in autoProcScalingContainer.AutoProcScalingStatistics:
                if isAnom:
                    autoProcScalingStatistics.anomalous = True
                else:
                    autoProcScalingStatistics.anomalous = False
                # Convert from fraction to %
                autoProcScalingStatistics.rMerge *= 100.0
            autoProcIntegrationContainer = autoProcScalingContainer.AutoProcIntegrationContainer
            autoProcIntegration = autoProcIntegrationContainer.AutoProcIntegration
            autoProcIntegration.autoProcIntegrationId = integrationId
            if isAnom:
                autoProcIntegration.anomalous = True
            else:
                autoProcIntegration.anomalous = False
            image = autoProcIntegrationContainer.Image
            image.dataCollectionId = self.dataInput.dataCollectionId.value
            autoProcProgramContainer = autoProcContainer.AutoProcProgramContainer
            autoProcProgram = EDHandlerXSDataISPyBv1_4.createAutoProcProgram(
                programId=programId,
                status="SUCCESS",
                timeStart=self.timeStart,
                timeEnd=self.timeEnd,
                processingCommandLine=self.processingCommandLine,
                processingPrograms=self.processingPrograms)
            autoProcProgramContainer.AutoProcProgram = autoProcProgram
            autoProcProgramContainer.AutoProcProgramAttachment = []
            # Upload the log file to ISPyB
            if edPluginExecXia2DIALS.dataOutput.logFile is not None:
                pathToLogFile = edPluginExecXia2DIALS.dataOutput.logFile.path.value
                pyarchFileName = self.pyarchPrefix + "_" + anomString + "_xia2.log"
                shutil.copy(pathToLogFile,
                            os.path.join(self.pyarchDirectory, pyarchFileName))
                shutil.copy(
                    pathToLogFile,
                    os.path.join(self.resultsDirectory, pyarchFileName))
                autoProcProgramAttachment = AutoProcProgramAttachment()
                autoProcProgramAttachment.fileName = pyarchFileName
                autoProcProgramAttachment.filePath = self.pyarchDirectory
                autoProcProgramAttachment.fileType = "Log"
                autoProcProgramContainer.addAutoProcProgramAttachment(
                    autoProcProgramAttachment)
            # Upload the summary file to ISPyB
            if edPluginExecXia2DIALS.dataOutput.summary is not None:
                pathToSummaryFile = edPluginExecXia2DIALS.dataOutput.summary.path.value
                pyarchFileName = self.pyarchPrefix + "_" + anomString + "_xia2-summary.log"
                shutil.copy(pathToSummaryFile,
                            os.path.join(self.pyarchDirectory, pyarchFileName))
                shutil.copy(
                    pathToSummaryFile,
                    os.path.join(self.resultsDirectory, pyarchFileName))
                autoProcProgramAttachment = AutoProcProgramAttachment()
                autoProcProgramAttachment.fileName = pyarchFileName
                autoProcProgramAttachment.filePath = self.pyarchDirectory
                autoProcProgramAttachment.fileType = "Log"
                autoProcProgramContainer.addAutoProcProgramAttachment(
                    autoProcProgramAttachment)
            # Create a pdf file of the html page
            if edPluginExecXia2DIALS.dataOutput.htmlFile is not None:
                pathToHtmlFile = edPluginExecXia2DIALS.dataOutput.htmlFile.path.value
                pyarchFileName = self.pyarchPrefix + "_" + anomString + "_xia2.html"
                shutil.copy(pathToHtmlFile,
                            os.path.join(self.pyarchDirectory, pyarchFileName))
                shutil.copy(
                    pathToHtmlFile,
                    os.path.join(self.resultsDirectory, pyarchFileName))
                autoProcProgramAttachment = AutoProcProgramAttachment()
                autoProcProgramAttachment.fileName = pyarchFileName
                autoProcProgramAttachment.filePath = self.pyarchDirectory
                autoProcProgramAttachment.fileType = "Log"
                autoProcProgramContainer.addAutoProcProgramAttachment(
                    autoProcProgramAttachment)
            # Copy all log files
            for logFile in edPluginExecXia2DIALS.dataOutput.logFiles:
                pathToLogFile = logFile.path.value
                pyarchFileName = self.pyarchPrefix + "_" + anomString + "_" + os.path.basename(
                    pathToLogFile)
                # Copy all log files to results:
                shutil.copy(
                    pathToLogFile,
                    os.path.join(self.resultsDirectory, pyarchFileName))
                # Only copy .log files to pyarch
                if pathToLogFile.endswith(".log"):
                    shutil.copy(
                        pathToLogFile,
                        os.path.join(self.pyarchDirectory, pyarchFileName))
                    autoProcProgramAttachment = AutoProcProgramAttachment()
                    autoProcProgramAttachment.fileName = pyarchFileName
                    autoProcProgramAttachment.filePath = self.pyarchDirectory
                    autoProcProgramAttachment.fileType = "Log"
                    autoProcProgramContainer.addAutoProcProgramAttachment(
                        autoProcProgramAttachment)
            # Copy data files
            for dataFile in edPluginExecXia2DIALS.dataOutput.dataFiles:
                pathToDataFile = dataFile.path.value
                if pathToDataFile.endswith(".mtz"):
                    pyarchFileName = self.pyarchPrefix + "_" + anomString + "_" + os.path.basename(
                        pathToDataFile)
                    shutil.copy(
                        pathToDataFile,
                        os.path.join(self.pyarchDirectory, pyarchFileName))
                    shutil.copy(
                        pathToDataFile,
                        os.path.join(self.resultsDirectory, pyarchFileName))
                    autoProcProgramAttachment = AutoProcProgramAttachment()
                    autoProcProgramAttachment.fileName = pyarchFileName
                    autoProcProgramAttachment.filePath = self.pyarchDirectory
                    autoProcProgramAttachment.fileType = "Result"
                    autoProcProgramContainer.addAutoProcProgramAttachment(
                        autoProcProgramAttachment)
            # Upload the xml to ISPyB
            xsDataInputStoreAutoProc = XSDataInputStoreAutoProc()
            xsDataInputStoreAutoProc.AutoProcContainer = autoProcContainer
            edPluginStoreAutoproc = self.loadPlugin(
                "EDPluginISPyBStoreAutoProcv1_4",
                "EDPluginISPyBStoreAutoProcv1_4_{0}".format(anomString))
            edPluginStoreAutoproc.dataInput = xsDataInputStoreAutoProc
            edPluginStoreAutoproc.executeSynchronous()
            successUpload = not edPluginStoreAutoproc.isFailure()
        else:
            # Copy dataFiles to results directory
            for dataFile in edPluginExecXia2DIALS.dataOutput.dataFiles:
                trunc, suffix = os.path.splitext(dataFile.path.value)
                newFileName = os.path.basename(
                    trunc) + "_" + anomString + suffix
                shutil.copy(dataFile.path.value,
                            os.path.join(self.resultsDirectory, newFileName))
        return successUpload
    def createXSDataInputStoreAutoProc(self, xsDataResultXDSAPP, processDirectory, template,
                                       strPathXscaleLp, isAnom, proposal, timeStart, timeEnd, dataCollectionId,
                                       integrationId=None, programId=None):

        # Parse log file
        dictLog = self.parseLogFile(xsDataResultXDSAPP.logFile.path.value)
        dictXscale = self.parseXscaleLp(strPathXscaleLp)

        # Create path to pyarch
        self.pyarchDirectory = EDHandlerESRFPyarchv1_0.createPyarchFilePath(self.resultsDirectory)
        self.pyarchDirectory = self.pyarchDirectory.replace('PROCESSED_DATA', 'RAW_DATA')
        if self.pyarchDirectory is not None and not os.path.exists(self.pyarchDirectory):
            os.makedirs(self.pyarchDirectory, 0o755)

        # Determine pyarch prefix
        listPrefix = template.split("_")
        self.pyarchPrefix = "xa_{0}_run{1}".format(listPrefix[-3], listPrefix[-2])


        xsDataInputStoreAutoProc = XSDataInputStoreAutoProc()
        autoProcContainer = AutoProcContainer()


        # AutoProc
        autoProc = AutoProc()
        autoProc.spaceGroup = dictLog["spaceGroup"]
        autoProc.refinedCell_a = dictLog["cellA"]
        autoProc.refinedCell_b = dictLog["cellB"]
        autoProc.refinedCell_c = dictLog["cellC"]
        autoProc.refinedCell_alpha = dictLog["cellAlpha"]
        autoProc.refinedCell_beta = dictLog["cellBeta"]
        autoProc.refinedCell_gamma = dictLog["cellGamma"]
        autoProcContainer.AutoProc = autoProc

        # AutoProcIntegrationContainer
        autoProcIntegrationContainer = AutoProcIntegrationContainer()
        autoProcIntegration = AutoProcIntegration()
        autoProcIntegration.autoProcIntegrationId = integrationId
        autoProcIntegration.cell_a = dictLog["cellA"]
        autoProcIntegration.cell_b = dictLog["cellB"]
        autoProcIntegration.cell_c = dictLog["cellC"]
        autoProcIntegration.cell_alpha = dictLog["cellAlpha"]
        autoProcIntegration.cell_beta = dictLog["cellBeta"]
        autoProcIntegration.cell_gamma = dictLog["cellGamma"]
        autoProcIntegration.anomalous = isAnom

        image = Image()
        image.dataCollectionId = dataCollectionId
        autoProcIntegrationContainer.AutoProcIntegration = autoProcIntegration
        autoProcIntegrationContainer.Image = image


        # Scaling container
        if xsDataResultXDSAPP.correctLP is not None:
            isa = self.parseCorrectLp(xsDataResultXDSAPP.correctLP.path.value)
        else:
            isa = None
        autoProcScalingContainer = AutoProcScalingContainer()
        autoProcScaling = AutoProcScaling()
        autoProcScaling.recordTimeStamp = time.strftime("%Y-%m-%d %H:%M:%S", time.localtime())
        autoProcScalingContainer.AutoProcScaling = autoProcScaling
        for scalingStatisticsType in dictXscale:
            autoProcScalingStatistics = AutoProcScalingStatistics()
            autoProcScalingStatistics.scalingStatisticsType = scalingStatisticsType
            autoProcScalingStatistics.anomalous = isAnom
            for scalingStatisticsAttribute in dictXscale[scalingStatisticsType]:
                setattr(autoProcScalingStatistics, scalingStatisticsAttribute, dictXscale[scalingStatisticsType][scalingStatisticsAttribute])
            if scalingStatisticsType == "overall" and isa is not None:
                autoProcScalingStatistics.isa = isa
            autoProcScalingContainer.addAutoProcScalingStatistics(autoProcScalingStatistics)
        autoProcScalingContainer.AutoProcIntegrationContainer = autoProcIntegrationContainer
        autoProcContainer.AutoProcScalingContainer = autoProcScalingContainer

        # Program
        autoProcProgramContainer = AutoProcProgramContainer()

        autoProcProgram = EDHandlerXSDataISPyBv1_4.createAutoProcProgram(
                programId=programId, status="SUCCESS", timeStart=timeStart, timeEnd=timeEnd,
                processingCommandLine=self.processingCommandLine, processingPrograms=self.processingPrograms)
        autoProcProgramContainer.AutoProcProgram = autoProcProgram

        # Attached files
        pyarchPath = EDHandlerESRFPyarchv1_0.createPyarchFilePath(processDirectory)
        pyarchResultPath = os.path.join(pyarchPath, "results")
        if not os.path.exists(pyarchResultPath):
            os.makedirs(pyarchResultPath, 0o755)

        # XDSAPP log and result files
        if xsDataResultXDSAPP.logFile is not None:
            self.addAttachment(autoProcProgramContainer, xsDataResultXDSAPP.logFile.path.value,
                               "xdsapp", "log", isAnom, attachmentType="Log")
        if xsDataResultXDSAPP.pointlessLog is not None:
            self.addAttachment(autoProcProgramContainer, xsDataResultXDSAPP.pointlessLog.path.value,
                               "pointless", "log", isAnom, attachmentType="Log")
        if xsDataResultXDSAPP.phenixXtriageLog is not None:
            self.addAttachment(autoProcProgramContainer, xsDataResultXDSAPP.phenixXtriageLog.path.value,
                               "xtriage", "log", isAnom, attachmentType="Log")
        if xsDataResultXDSAPP.correctLP is not None:
            self.addAttachment(autoProcProgramContainer, xsDataResultXDSAPP.correctLP.path.value,
                               "CORRECT", "LP", isAnom, attachmentType="Log")
        if xsDataResultXDSAPP.XDS_ASCII_HKL is not None:
            self.addAttachment(autoProcProgramContainer, xsDataResultXDSAPP.XDS_ASCII_HKL.path.value,
                               "XDS_ASCII", "HKL", isAnom, attachmentType="Result", doGzip=True)
        if xsDataResultXDSAPP.XDS_INP is not None:
            self.addAttachment(autoProcProgramContainer, xsDataResultXDSAPP.XDS_INP.path.value,
                               "XDS", "INP", isAnom, attachmentType="Result", doGzip=False, noMergedString=True)
        for mtz_F in xsDataResultXDSAPP.mtz_F:
            basenameMtz_F = os.path.splitext(os.path.basename(mtz_F.path.value))[0]
            self.addAttachment(autoProcProgramContainer, mtz_F.path.value,
                               basenameMtz_F, "mtz", isAnom, attachmentType="Result")
        for mtz_F_plus_F_minus in xsDataResultXDSAPP.mtz_F_plus_F_minus:
            basenameMtz_F_plus_F_minus = os.path.splitext(os.path.basename(mtz_F_plus_F_minus.path.value))[0]
            self.addAttachment(autoProcProgramContainer, mtz_F_plus_F_minus.path.value,
                               basenameMtz_F_plus_F_minus, "mtz", isAnom, attachmentType="Result")
#        for mtz_I in xsDataResultXDSAPP.mtz_I:
#            basenameMtz_I = os.path.splitext(os.path.basename(mtz_I.path.value))[0]
#            self.addAttachment(autoProcProgramContainer, mtz_I.path.value,
#                               basenameMtz_I, "mtz", isAnom, attachmentType="Result")
#        for hkl in xsDataResultXDSAPP.hkl:
#            basenameHkl = os.path.splitext(os.path.basename(hkl.path.value))[0]
#            self.addAttachment(autoProcProgramContainer, hkl.path.value,
#                               basenameHkl, "hkl", isAnom, attachmentType="Result", doGzip=True)
#        for cv in xsDataResultXDSAPP.cv:
#            basenameCv = os.path.splitext(os.path.basename(cv.path.value))[0]
#            self.addAttachment(autoProcProgramContainer, cv.path.value,
#                               basenameCv, "cv", isAnom, attachmentType="Result", doGzip=True)

        if os.path.exists(strPathXscaleLp):
            self.addAttachment(autoProcProgramContainer, strPathXscaleLp,
                               "XSCALE", "LP", isAnom, isMerged=True, attachmentType="Result")
        autoProcContainer.AutoProcProgramContainer = autoProcProgramContainer
        xsDataInputStoreAutoProc.AutoProcContainer = autoProcContainer
        return xsDataInputStoreAutoProc
    def uploadToISPyB(self, edPluginExecXia2DIALS, isAnom, proposal, programId, integrationId):
        successUpload = False

        if isAnom:
            anomString = "anom"
        else:
            anomString = "noanom"

        # Read the generated ISPyB xml file - if any
        if self.pyarchDirectory is not None and edPluginExecXia2DIALS.dataOutput.ispybXML is not None:
            autoProcContainer = AutoProcContainer.parseFile(edPluginExecXia2DIALS.dataOutput.ispybXML.path.value)

            # "Fix" certain entries in the ISPyB xml file
            autoProcScalingContainer = autoProcContainer.AutoProcScalingContainer
            for autoProcScalingStatistics in autoProcScalingContainer.AutoProcScalingStatistics:
                if isAnom:
                    autoProcScalingStatistics.anomalous = True
                else:
                    autoProcScalingStatistics.anomalous = False
                # Convert from fraction to %
                autoProcScalingStatistics.rMerge *= 100.0
            autoProcIntegrationContainer = autoProcScalingContainer.AutoProcIntegrationContainer
            autoProcIntegration = autoProcIntegrationContainer.AutoProcIntegration
            autoProcIntegration.autoProcIntegrationId = integrationId
            if isAnom:
                autoProcIntegration.anomalous = True
            else:
                autoProcIntegration.anomalous = False
            image = autoProcIntegrationContainer.Image
            image.dataCollectionId = self.dataInput.dataCollectionId.value
            autoProcProgramContainer = autoProcContainer.AutoProcProgramContainer
            autoProcProgram = EDHandlerXSDataISPyBv1_4.createAutoProcProgram(
                    programId=programId, status="SUCCESS", timeStart=self.timeStart, timeEnd=self.timeEnd,
                    processingCommandLine=self.processingCommandLine, processingPrograms=self.processingPrograms)
            autoProcProgramContainer.AutoProcProgram = autoProcProgram
            autoProcProgramContainer.AutoProcProgramAttachment = []
            # Upload the log file to ISPyB
            if edPluginExecXia2DIALS.dataOutput.logFile is not None:
                pathToLogFile = edPluginExecXia2DIALS.dataOutput.logFile.path.value
                pyarchFileName = self.pyarchPrefix + "_" + anomString + "_xia2.log"
                shutil.copy(pathToLogFile, os.path.join(self.pyarchDirectory, pyarchFileName))
                shutil.copy(pathToLogFile, os.path.join(self.resultsDirectory, pyarchFileName))
                autoProcProgramAttachment = AutoProcProgramAttachment()
                autoProcProgramAttachment.fileName = pyarchFileName
                autoProcProgramAttachment.filePath = self.pyarchDirectory
                autoProcProgramAttachment.fileType = "Log"
                autoProcProgramContainer.addAutoProcProgramAttachment(autoProcProgramAttachment)
            # Upload the summary file to ISPyB
            if edPluginExecXia2DIALS.dataOutput.summary is not None:
                pathToSummaryFile = edPluginExecXia2DIALS.dataOutput.summary.path.value
                pyarchFileName = self.pyarchPrefix + "_" + anomString + "_xia2-summary.log"
                shutil.copy(pathToSummaryFile, os.path.join(self.pyarchDirectory, pyarchFileName))
                shutil.copy(pathToSummaryFile, os.path.join(self.resultsDirectory, pyarchFileName))
                autoProcProgramAttachment = AutoProcProgramAttachment()
                autoProcProgramAttachment.fileName = pyarchFileName
                autoProcProgramAttachment.filePath = self.pyarchDirectory
                autoProcProgramAttachment.fileType = "Log"
                autoProcProgramContainer.addAutoProcProgramAttachment(autoProcProgramAttachment)
            # Create a pdf file of the html page
            if edPluginExecXia2DIALS.dataOutput.htmlFile is not None:
                pathToHtmlFile = edPluginExecXia2DIALS.dataOutput.htmlFile.path.value
                pyarchFileName = self.pyarchPrefix + "_" + anomString + "_xia2.html"
                shutil.copy(pathToHtmlFile, os.path.join(self.pyarchDirectory, pyarchFileName))
                shutil.copy(pathToHtmlFile, os.path.join(self.resultsDirectory, pyarchFileName))
                autoProcProgramAttachment = AutoProcProgramAttachment()
                autoProcProgramAttachment.fileName = pyarchFileName
                autoProcProgramAttachment.filePath = self.pyarchDirectory
                autoProcProgramAttachment.fileType = "Log"
                autoProcProgramContainer.addAutoProcProgramAttachment(autoProcProgramAttachment)
            # Copy all log files
            for logFile in edPluginExecXia2DIALS.dataOutput.logFiles:
                pathToLogFile = logFile.path.value
                pyarchFileName = self.pyarchPrefix + "_" + anomString + "_" + os.path.basename(pathToLogFile)
                # Copy all log files to results:
                shutil.copy(pathToLogFile, os.path.join(self.resultsDirectory, pyarchFileName))
                # Only copy .log files to pyarch
                if pathToLogFile.endswith(".log"):
                    shutil.copy(pathToLogFile, os.path.join(self.pyarchDirectory, pyarchFileName))
                    autoProcProgramAttachment = AutoProcProgramAttachment()
                    autoProcProgramAttachment.fileName = pyarchFileName
                    autoProcProgramAttachment.filePath = self.pyarchDirectory
                    autoProcProgramAttachment.fileType = "Log"
                    autoProcProgramContainer.addAutoProcProgramAttachment(autoProcProgramAttachment)
            # Copy data files
            for dataFile in edPluginExecXia2DIALS.dataOutput.dataFiles:
                pathToDataFile = dataFile.path.value
                if pathToDataFile.endswith(".mtz"):
                    pyarchFileName = self.pyarchPrefix + "_" + anomString + "_" + os.path.basename(pathToDataFile)
                    shutil.copy(pathToDataFile, os.path.join(self.pyarchDirectory, pyarchFileName))
                    shutil.copy(pathToDataFile, os.path.join(self.resultsDirectory, pyarchFileName))
                    autoProcProgramAttachment = AutoProcProgramAttachment()
                    autoProcProgramAttachment.fileName = pyarchFileName
                    autoProcProgramAttachment.filePath = self.pyarchDirectory
                    autoProcProgramAttachment.fileType = "Result"
                    autoProcProgramContainer.addAutoProcProgramAttachment(autoProcProgramAttachment)
            # Upload the xml to ISPyB
            xsDataInputStoreAutoProc = XSDataInputStoreAutoProc()
            xsDataInputStoreAutoProc.AutoProcContainer = autoProcContainer
            edPluginStoreAutoproc = self.loadPlugin("EDPluginISPyBStoreAutoProcv1_4", "EDPluginISPyBStoreAutoProcv1_4_{0}".format(anomString))
            edPluginStoreAutoproc.dataInput = xsDataInputStoreAutoProc
            edPluginStoreAutoproc.executeSynchronous()
            successUpload = not edPluginStoreAutoproc.isFailure()
        else:
            # Copy dataFiles to results directory
            for dataFile in edPluginExecXia2DIALS.dataOutput.dataFiles:
                trunc, suffix = os.path.splitext(dataFile.path.value)
                newFileName = os.path.basename(trunc) + "_" + anomString + suffix
                shutil.copy(dataFile.path.value, os.path.join(self.resultsDirectory, newFileName))
        return successUpload
 def testCreateAutoProcProgram(self):
     autoProcProgram = EDHandlerXSDataISPyBv1_4.createAutoProcProgram()
     print(autoProcProgram.marshal())
 def testCreateAutoProcProgram(self):
     autoProcProgram = EDHandlerXSDataISPyBv1_4.createAutoProcProgram()
     print(autoProcProgram.marshal())