source: sasview/src/sas/sasgui/perspectives/fitting/gpu_options.py @ 50fcb09

'''
Module provides dialog for setting SAS_OPENCL variable, which defines
device choice for OpenCL calculation

Created on Nov 29, 2016

@author: wpotrzebowski
'''

import os
import sys
import warnings
import wx
import sasmodels
from sas.sasgui.guiframe.documentation_window import DocumentationWindow



class CustomMessageBox(wx.Dialog):
    """
    Custom message box for OpenCL results
    """
    def __init__(self, parent, msg, title):

        wx.Dialog.__init__(self, parent, title=title)

        self.static_box = wx.StaticBox(self, -1, "OpenCL test completed!")
        self.boxsizer = wx.BoxSizer(orient=wx.VERTICAL)

        self.text = wx.TextCtrl(self, -1, size=(500, 300),
                                style=wx.TE_MULTILINE|wx.TE_READONLY)
        self.text.SetValue(msg)
        self.text.SetBackgroundColour(self.GetBackgroundColour())
        self.text.SetFocus()
        self.text.SetInsertionPoint(self.text.GetLastPosition())
        self.boxsizer.Add(self.text, proportion=1, flag=wx.EXPAND)

        self.fit_hsizer = wx.StaticBoxSizer(self.static_box, orient=wx.VERTICAL)
        self.fit_hsizer.Add(self.boxsizer, 0, wx.ALL, 5)

        self.vbox = wx.BoxSizer(wx.VERTICAL)
        self.vbox.Add(self.fit_hsizer, 0, wx.ALL, 10)

        self.message_text = wx.StaticText(self, -1, "If tests fail on OpenCL devices, "
                                                    "please select No OpenCL option.\n\n"
                                                    "In case of large number of failing tests, "
                                                    "please consider sending\n"
                                                    "above report to help@sasview.org.")

        self.vbox.Add(self.message_text, 0, wx.LEFT|wx.EXPAND|wx.ADJUST_MINSIZE, 10)

        self.ok_btn = wx.Button(self, wx.ID_OK)

        self.btn_sizer = wx.BoxSizer(wx.HORIZONTAL)
        self.btn_sizer.Add((10, 20), 1) # stretchable whitespace
        self.btn_sizer.Add(self.ok_btn, 0)

        self.vbox.Add(self.btn_sizer, 0, wx.EXPAND|wx.ALL, 10)

        self.SetSizer(self.vbox)
        self.vbox.Fit(self)

        self.SetAutoLayout(True)
        self.ShowModal()
        self.Destroy()


class GpuOptions(wx.Dialog):
    """
    "OpenCL options" Dialog Box

    Provides dialog for setting SAS_OPENCL variable, which defines
    device choice for OpenCL calculation

    """

    def __init__(self, *args, **kwds):

        kwds["style"] = wx.DEFAULT_DIALOG_STYLE
        wx.Dialog.__init__(self, *args, **kwds)

        clinfo = self._get_clinfo()

        self.panel1 = wx.Panel(self, -1)
        static_box1 = wx.StaticBox(self.panel1, -1, "Available OpenCL Options:")

        boxsizer = wx.BoxSizer(orient=wx.VERTICAL)
        self.option_button = {}
        self.buttons = []
        #Check if SAS_OPENCL is already set as enviromental variable
        self.sas_opencl = os.environ.get("SAS_OPENCL", "")

        for clopt in clinfo:
            button = wx.CheckBox(self.panel1, -1, label=clopt[1], name=clopt[1])

            if clopt != "No OpenCL":
                self.option_button[clopt[1]] = clopt[0]
                if self.sas_opencl == clopt[0]:
                    button.SetValue(1)
            else:
                self.option_button[clopt] = "None"
                if self.sas_opencl.lower() == "none":
                    button.SetValue(1)

            self.Bind(wx.EVT_CHECKBOX, self.on_check, id=button.GetId())
            self.buttons.append(button)
            boxsizer.Add(button, 0, 0)

        fit_hsizer = wx.StaticBoxSizer(static_box1, orient=wx.VERTICAL)
        fit_hsizer.Add(boxsizer, 0, wx.ALL, 5)

        self.panel1.SetSizer(fit_hsizer)

        self.vbox = wx.BoxSizer(wx.VERTICAL)
        self.vbox.Add(self.panel1, 0, wx.ALL, 10)

        accept_btn = wx.Button(self, wx.ID_OK)
        accept_btn.SetToolTipString("Accept new OpenCL settings. This will"
                                    " override SAS_OPENCL variable if set")

        help_id = wx.NewId()
        help_btn = wx.Button(self, help_id, 'Help')
        help_btn.SetToolTipString("Help on the GPU options")

        reset_id = wx.NewId()
        reset_btn = wx.Button(self, reset_id, 'Reset')
        reset_btn.SetToolTipString("Restore initial settings")

        test_id = wx.NewId()
        test_btn = wx.Button(self, test_id, 'Test')
        test_btn.SetToolTipString("Test if models compile on the given infrastructure")

        self.Bind(wx.EVT_BUTTON, self.on_OK, accept_btn)
        self.Bind(wx.EVT_BUTTON, self.on_test, test_btn)
        self.Bind(wx.EVT_BUTTON, self.on_reset, reset_btn)
        self.Bind(wx.EVT_BUTTON, self.on_help, help_btn)

        test_text = wx.StaticText(self, -1, "WARNING: Running tests can take a few minutes!")
        self.vbox.Add(test_text, 0, wx.LEFT|wx.EXPAND|wx.ADJUST_MINSIZE, 10)

        btn_sizer = wx.BoxSizer(wx.HORIZONTAL)
        btn_sizer.Add((10, 20), 1) # stretchable whitespace
        btn_sizer.Add(accept_btn, 0)
        btn_sizer.Add((10, 20), 0) # non-stretchable whitespace
        btn_sizer.Add(test_btn, 0)
        btn_sizer.Add((10, 20), 0) # non-stretchable whitespace
        btn_sizer.Add(reset_btn, 0)
        btn_sizer.Add((10, 20), 0) # non-stretchable whitespace
        btn_sizer.Add(help_btn, 0)

        # Add the button sizer to the main sizer.
        self.vbox.Add(btn_sizer, 0, wx.EXPAND|wx.ALL, 10)

        self.SetSizer(self.vbox)
        self.vbox.Fit(self)
        self.SetTitle("OpenCL options")
        self.Centre()

    def _get_clinfo(self):
        """
        Reading in information about available OpenCL infrastructure
        :return:
        """
        clinfo = []
        platforms = []
        try:
            import pyopencl as cl
            platforms = cl.get_platforms()
        except ImportError:
            warnings.warn("pyopencl import failed. Using only CPU computations")

        p_index = 0
        for platform in platforms:
            d_index = 0
            devices = platform.get_devices()
            for device in devices:
                if len(devices) > 1 and len(platforms) > 1:
                    combined_index = ":".join([str(p_index), str(d_index)])
                elif len(platforms) > 1:
                    combined_index = str(p_index)
                else:
                    combined_index = str(d_index)
                clinfo.append((combined_index, ":".join([platform.name, device.name])))
                d_index += 1
            p_index += 1

        clinfo.append(("None", "No OpenCL"))
        return clinfo

    def on_check(self, event):
        """
        Action triggered when box is selected
        :param event:
        :return:
        """
        selected_button = event.GetEventObject()
        for btn in self.buttons:
            if btn != selected_button:
                btn.SetValue(0)
        if selected_button.GetValue():
            self.sas_opencl = self.option_button[selected_button.Name]
        else:
            self.sas_opencl = None

    def on_OK(self, event):
        """
        Close window on accpetance
        """

        #If statement added to handle Reset
        if self.sas_opencl:
            os.environ["SAS_OPENCL"] = self.sas_opencl
        else:
            if "SAS_OPENCL" in os.environ:
                del os.environ["SAS_OPENCL"]

        #Sasmodels kernelcl doesn't exist when initiated with None
        if 'sasmodels.kernelcl' in sys.modules:
            sasmodels.kernelcl.ENV = None

        reload(sasmodels.core)
        event.Skip()

    def on_reset(self, event):
        """
        Resets selected values
        """
        for btn in self.buttons:
            btn.SetValue(0)

        self.sas_opencl = None

    def on_test(self, event):
        """
        Run sasmodels check from here and report results from
        """
        import json
        import platform
        #import sasmodels

        #The same block of code as for OK but it is needed if we want to have
        #active response to Test button
        no_opencl_msg = False
        if self.sas_opencl:
            os.environ["SAS_OPENCL"] = self.sas_opencl
            if self.sas_opencl.lower() == "none":
                no_opencl_msg = True
        else:
            if "SAS_OPENCL" in os.environ:
                del os.environ["SAS_OPENCL"]

        #Sasmodels kernelcl doesn't exist when initiated with None
        if 'sasmodels.kernelcl' in sys.modules:
            sasmodels.kernelcl.ENV = None


        #Need to reload sasmodels.core module to account SAS_OPENCL = "None"
        reload(sasmodels.core)


        from sasmodels.model_test import model_tests

        try:
            from sasmodels.kernelcl import environment
            env = environment()
            clinfo = [(ctx.devices[0].platform.vendor,
                       ctx.devices[0].platform.version,
                       ctx.devices[0].vendor,
                       ctx.devices[0].name,
                       ctx.devices[0].version)
                      for ctx in env.context]
        except ImportError:
            clinfo = None

        failures = []
        tests_completed = 0
        for test in model_tests():
            try:
                test()
            except Exception:
                failures.append(test.description)

            tests_completed += 1

        info = {
            'version':  sasmodels.__version__,
            'platform': platform.uname(),
            'opencl': clinfo,
            'failing tests': failures,
        }

        msg_info = 'OpenCL tests results'

        msg = str(tests_completed)+' tests completed.\n'
        if len(failures) > 0:
            msg += str(len(failures))+' tests failed.\n'
            msg += 'Failing tests: '
            msg += json.dumps(info['failing tests'])
            msg += "\n"
        else:
            msg += "All tests passed!\n"

        msg += "\nPlatform Details:\n\n"
        msg += "Sasmodels version: "
        msg += info['version']+"\n"
        msg += "\nPlatform used: "
        msg += json.dumps(info['platform'])+"\n"
        if no_opencl_msg:
            msg += "\nOpenCL driver: None"
        else:
            msg += "\nOpenCL driver: "
            msg += json.dumps(info['opencl'])+"\n"

        CustomMessageBox(self.panel1, msg, msg_info)

    def on_help(self, event):
        """
        Provide help on opencl options.
        """
        TreeLocation = "user/gpu_computations.html"
        anchor = "#device-selection"
        DocumentationWindow(self, -1,
                            TreeLocation, anchor, "OpenCL Options Help")