[f0d720b] | 1 | """ |
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| 2 | Utilities to manage models |
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| 3 | """ |
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[a1b8fee] | 4 | from __future__ import print_function |
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| 5 | |
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[7673ecd] | 6 | import traceback |
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[f0d720b] | 7 | import os |
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| 8 | import sys |
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| 9 | import os.path |
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| 10 | # Time is needed by the log method |
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| 11 | import time |
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[7673ecd] | 12 | import datetime |
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[f0d720b] | 13 | import logging |
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| 14 | import py_compile |
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| 15 | import shutil |
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[33dc18f] | 16 | from copy import copy |
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[f0d720b] | 17 | # Explicitly import from the pluginmodel module so that py2exe |
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| 18 | # places it in the distribution. The Model1DPlugin class is used |
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| 19 | # as the base class of plug-in models. |
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[9e531f2] | 20 | from sas.sascalc.fit.pluginmodel import Model1DPlugin |
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[d85c194] | 21 | from sas.sasgui.guiframe.CategoryInstaller import CategoryInstaller |
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[dcdca68] | 22 | from sasmodels.sasview_model import load_custom_model, load_standard_models |
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[05b8e01] | 23 | from sas.sasgui.perspectives.fitting.fitpage import CUSTOM_MODEL |
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[f66d9d1] | 24 | |
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[463e7ffc] | 25 | logger = logging.getLogger(__name__) |
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[c155a16] | 26 | |
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[f66d9d1] | 27 | |
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[f0d720b] | 28 | PLUGIN_DIR = 'plugin_models' |
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[7673ecd] | 29 | PLUGIN_LOG = os.path.join(os.path.expanduser("~"), '.sasview', PLUGIN_DIR, |
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| 30 | "plugins.log") |
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[0de74af] | 31 | PLUGIN_NAME_BASE = '[plug-in] ' |
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[f0d720b] | 32 | |
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| 33 | def get_model_python_path(): |
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| 34 | """ |
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[dcdca68] | 35 | Returns the python path for a model |
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[f0d720b] | 36 | """ |
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| 37 | return os.path.dirname(__file__) |
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| 38 | |
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| 39 | |
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[7673ecd] | 40 | def plugin_log(message): |
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[f0d720b] | 41 | """ |
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[dcdca68] | 42 | Log a message in a file located in the user's home directory |
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[f0d720b] | 43 | """ |
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[7673ecd] | 44 | out = open(PLUGIN_LOG, 'a') |
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| 45 | now = time.time() |
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| 46 | stamp = datetime.datetime.fromtimestamp(now).strftime('%Y-%m-%d %H:%M:%S') |
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| 47 | out.write("%s: %s\n" % (stamp, message)) |
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[f0d720b] | 48 | out.close() |
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| 49 | |
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| 50 | |
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| 51 | def _check_plugin(model, name): |
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| 52 | """ |
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| 53 | Do some checking before model adding plugins in the list |
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| 54 | |
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| 55 | :param model: class model to add into the plugin list |
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| 56 | :param name:name of the module plugin |
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| 57 | |
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| 58 | :return model: model if valid model or None if not valid |
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| 59 | |
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| 60 | """ |
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| 61 | #Check if the plugin is of type Model1DPlugin |
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| 62 | if not issubclass(model, Model1DPlugin): |
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| 63 | msg = "Plugin %s must be of type Model1DPlugin \n" % str(name) |
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[7673ecd] | 64 | plugin_log(msg) |
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[f0d720b] | 65 | return None |
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| 66 | if model.__name__ != "Model": |
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| 67 | msg = "Plugin %s class name must be Model \n" % str(name) |
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[7673ecd] | 68 | plugin_log(msg) |
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[f0d720b] | 69 | return None |
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| 70 | try: |
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| 71 | new_instance = model() |
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| 72 | except: |
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| 73 | msg = "Plugin %s error in __init__ \n\t: %s %s\n" % (str(name), |
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| 74 | str(sys.exc_type), |
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| 75 | sys.exc_info()[1]) |
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[7673ecd] | 76 | plugin_log(msg) |
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[f0d720b] | 77 | return None |
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| 78 | |
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| 79 | if hasattr(new_instance, "function"): |
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| 80 | try: |
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| 81 | value = new_instance.function() |
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| 82 | except: |
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| 83 | msg = "Plugin %s: error writing function \n\t :%s %s\n " % \ |
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| 84 | (str(name), str(sys.exc_type), sys.exc_info()[1]) |
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[7673ecd] | 85 | plugin_log(msg) |
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[f0d720b] | 86 | return None |
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| 87 | else: |
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| 88 | msg = "Plugin %s needs a method called function \n" % str(name) |
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[7673ecd] | 89 | plugin_log(msg) |
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[f0d720b] | 90 | return None |
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| 91 | return model |
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| 92 | |
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| 93 | |
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| 94 | def find_plugins_dir(): |
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| 95 | """ |
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[dcdca68] | 96 | Find path of the plugins directory. |
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| 97 | The plugin directory is located in the user's home directory. |
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[f0d720b] | 98 | """ |
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| 99 | dir = os.path.join(os.path.expanduser("~"), '.sasview', PLUGIN_DIR) |
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| 100 | |
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| 101 | # If the plugin directory doesn't exist, create it |
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| 102 | if not os.path.isdir(dir): |
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| 103 | os.makedirs(dir) |
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| 104 | |
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| 105 | # Find paths needed |
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| 106 | try: |
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| 107 | # For source |
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| 108 | if os.path.isdir(os.path.dirname(__file__)): |
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| 109 | p_dir = os.path.join(os.path.dirname(__file__), PLUGIN_DIR) |
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| 110 | else: |
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| 111 | raise |
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| 112 | except: |
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| 113 | # Check for data path next to exe/zip file. |
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| 114 | #Look for maximum n_dir up of the current dir to find plugins dir |
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| 115 | n_dir = 12 |
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| 116 | p_dir = None |
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| 117 | f_dir = os.path.join(os.path.dirname(__file__)) |
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| 118 | for i in range(n_dir): |
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| 119 | if i > 1: |
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| 120 | f_dir, _ = os.path.split(f_dir) |
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| 121 | plugin_path = os.path.join(f_dir, PLUGIN_DIR) |
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| 122 | if os.path.isdir(plugin_path): |
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| 123 | p_dir = plugin_path |
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| 124 | break |
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| 125 | if not p_dir: |
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| 126 | raise |
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| 127 | # Place example user models as needed |
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| 128 | if os.path.isdir(p_dir): |
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| 129 | for file in os.listdir(p_dir): |
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| 130 | file_path = os.path.join(p_dir, file) |
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| 131 | if os.path.isfile(file_path): |
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| 132 | if file.split(".")[-1] == 'py' and\ |
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| 133 | file.split(".")[0] != '__init__': |
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| 134 | if not os.path.isfile(os.path.join(dir, file)): |
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| 135 | shutil.copy(file_path, dir) |
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| 136 | |
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| 137 | return dir |
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| 138 | |
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| 139 | |
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| 140 | class ReportProblem: |
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| 141 | """ |
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[dcdca68] | 142 | Class to check for problems with specific values |
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[f0d720b] | 143 | """ |
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| 144 | def __nonzero__(self): |
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[7673ecd] | 145 | type, value, tb = sys.exc_info() |
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[f0d720b] | 146 | if type is not None and issubclass(type, py_compile.PyCompileError): |
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[9c3d784] | 147 | print("Problem with", repr(value)) |
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[7673ecd] | 148 | raise type, value, tb |
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[f0d720b] | 149 | return 1 |
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| 150 | |
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| 151 | report_problem = ReportProblem() |
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| 152 | |
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| 153 | |
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| 154 | def compile_file(dir): |
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| 155 | """ |
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| 156 | Compile a py file |
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| 157 | """ |
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| 158 | try: |
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| 159 | import compileall |
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[d85b0c7] | 160 | compileall.compile_dir(dir=dir, ddir=dir, force=0, |
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[f0d720b] | 161 | quiet=report_problem) |
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| 162 | except: |
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| 163 | return sys.exc_info()[1] |
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| 164 | return None |
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| 165 | |
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| 166 | |
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[56a282c] | 167 | def _find_models(): |
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[7673ecd] | 168 | """ |
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| 169 | Find custom models |
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| 170 | """ |
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[f0d720b] | 171 | # List of plugin objects |
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[f1e409f] | 172 | directory = find_plugins_dir() |
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[f0d720b] | 173 | # Go through files in plug-in directory |
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[f1e409f] | 174 | if not os.path.isdir(directory): |
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| 175 | msg = "SasView couldn't locate Model plugin folder %r." % directory |
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[c155a16] | 176 | logger.warning(msg) |
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[7673ecd] | 177 | return {} |
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| 178 | |
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[f1e409f] | 179 | plugin_log("looking for models in: %s" % str(directory)) |
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| 180 | # compile_file(directory) #always recompile the folder plugin |
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| 181 | logger.info("plugin model dir: %s" % str(directory)) |
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[7673ecd] | 182 | |
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| 183 | plugins = {} |
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[f1e409f] | 184 | for filename in os.listdir(directory): |
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[7673ecd] | 185 | name, ext = os.path.splitext(filename) |
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| 186 | if ext == '.py' and not name == '__init__': |
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[f1e409f] | 187 | path = os.path.abspath(os.path.join(directory, filename)) |
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[7673ecd] | 188 | try: |
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| 189 | model = load_custom_model(path) |
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[b1c2011] | 190 | if not model.name.count(PLUGIN_NAME_BASE): |
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| 191 | model.name = PLUGIN_NAME_BASE + model.name |
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[6fb559d] | 192 | plugins[model.name] = model |
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[7673ecd] | 193 | except Exception: |
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| 194 | msg = traceback.format_exc() |
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| 195 | msg += "\nwhile accessing model in %r" % path |
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| 196 | plugin_log(msg) |
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[c155a16] | 197 | logger.warning("Failed to load plugin %r. See %s for details" |
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[8d891d1] | 198 | % (path, PLUGIN_LOG)) |
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| 199 | |
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[f0d720b] | 200 | return plugins |
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| 201 | |
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| 202 | |
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| 203 | class ModelList(object): |
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| 204 | """ |
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| 205 | Contains dictionary of model and their type |
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| 206 | """ |
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| 207 | def __init__(self): |
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| 208 | """ |
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| 209 | """ |
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| 210 | self.mydict = {} |
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| 211 | |
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| 212 | def set_list(self, name, mylist): |
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| 213 | """ |
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| 214 | :param name: the type of the list |
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| 215 | :param mylist: the list to add |
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| 216 | |
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| 217 | """ |
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| 218 | if name not in self.mydict.keys(): |
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| 219 | self.reset_list(name, mylist) |
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| 220 | |
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| 221 | def reset_list(self, name, mylist): |
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| 222 | """ |
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| 223 | :param name: the type of the list |
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| 224 | :param mylist: the list to add |
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| 225 | """ |
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| 226 | self.mydict[name] = mylist |
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| 227 | |
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| 228 | def get_list(self): |
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| 229 | """ |
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| 230 | return all the list stored in a dictionary object |
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| 231 | """ |
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| 232 | return self.mydict |
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| 233 | |
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| 234 | |
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| 235 | class ModelManagerBase: |
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| 236 | """ |
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[dcdca68] | 237 | Base class for the model manager |
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[f0d720b] | 238 | """ |
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| 239 | ## external dict for models |
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| 240 | model_combobox = ModelList() |
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| 241 | ## Dictionary of form factor models |
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| 242 | form_factor_dict = {} |
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| 243 | ## dictionary of structure factor models |
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| 244 | struct_factor_dict = {} |
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| 245 | ##list of structure factors |
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| 246 | struct_list = [] |
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| 247 | ##list of model allowing multiplication by a structure factor |
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| 248 | multiplication_factor = [] |
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| 249 | ##list of multifunctional shapes (i.e. that have user defined number of levels |
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| 250 | multi_func_list = [] |
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| 251 | ## list of added models -- currently python models found in the plugin dir. |
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| 252 | plugins = [] |
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| 253 | ## Event owner (guiframe) |
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| 254 | event_owner = None |
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| 255 | last_time_dir_modified = 0 |
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| 256 | |
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| 257 | def __init__(self): |
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| 258 | self.model_dictionary = {} |
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| 259 | self.stored_plugins = {} |
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| 260 | self._getModelList() |
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| 261 | |
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| 262 | def findModels(self): |
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| 263 | """ |
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| 264 | find plugin model in directory of plugin .recompile all file |
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| 265 | in the directory if file were modified |
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| 266 | """ |
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| 267 | temp = {} |
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| 268 | if self.is_changed(): |
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[146c669] | 269 | temp = _find_models() |
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[f3cfe7a] | 270 | self.last_time_dir_modified = time.time() |
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| 271 | return temp |
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[c155a16] | 272 | logger.info("plugin model : %s" % str(temp)) |
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[f0d720b] | 273 | return temp |
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| 274 | |
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| 275 | def _getModelList(self): |
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| 276 | """ |
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| 277 | List of models we want to make available by default |
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| 278 | for this application |
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| 279 | |
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| 280 | :return: the next free event ID following the new menu events |
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| 281 | |
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| 282 | """ |
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| 283 | |
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[908f090] | 284 | # Regular model names only |
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[f0d720b] | 285 | self.model_name_list = [] |
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| 286 | |
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[908f090] | 287 | # Build list automagically from sasmodels package |
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[dcdca68] | 288 | for model in load_standard_models(): |
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[cb4ef58] | 289 | self.model_dictionary[model.name] = model |
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| 290 | if model.is_structure_factor: |
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[a0b355b] | 291 | self.struct_list.append(model) |
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[cb4ef58] | 292 | if model.is_form_factor: |
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| 293 | self.multiplication_factor.append(model) |
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| 294 | if model.is_multiplicity_model: |
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[a0b355b] | 295 | self.multi_func_list.append(model) |
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| 296 | else: |
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[cb4ef58] | 297 | self.model_name_list.append(model.name) |
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[a0b355b] | 298 | |
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[908f090] | 299 | # Looking for plugins |
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[f0d720b] | 300 | self.stored_plugins = self.findModels() |
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| 301 | self.plugins = self.stored_plugins.values() |
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| 302 | for name, plug in self.stored_plugins.iteritems(): |
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| 303 | self.model_dictionary[name] = plug |
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[632fda9] | 304 | # TODO: Remove 'hasattr' statements when old style plugin models |
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| 305 | # are no longer supported. All sasmodels models will have |
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| 306 | # the required attributes. |
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| 307 | if hasattr(plug, 'is_structure_factor') and plug.is_structure_factor: |
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[908f090] | 308 | self.struct_list.append(plug) |
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| 309 | self.plugins.remove(plug) |
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[632fda9] | 310 | elif hasattr(plug, 'is_form_factor') and plug.is_form_factor: |
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[908f090] | 311 | self.multiplication_factor.append(plug) |
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[632fda9] | 312 | if hasattr(plug, 'is_multiplicity_model') and plug.is_multiplicity_model: |
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[908f090] | 313 | self.multi_func_list.append(plug) |
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[b1c2011] | 314 | |
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[f0d720b] | 315 | self._get_multifunc_models() |
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| 316 | |
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| 317 | return 0 |
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| 318 | |
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| 319 | def is_changed(self): |
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| 320 | """ |
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| 321 | check the last time the plugin dir has changed and return true |
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[dcdca68] | 322 | is the directory was modified else return false |
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[f0d720b] | 323 | """ |
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| 324 | is_modified = False |
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| 325 | plugin_dir = find_plugins_dir() |
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| 326 | if os.path.isdir(plugin_dir): |
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| 327 | temp = os.path.getmtime(plugin_dir) |
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[f3cfe7a] | 328 | if self.last_time_dir_modified < temp: |
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[f0d720b] | 329 | is_modified = True |
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| 330 | self.last_time_dir_modified = temp |
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| 331 | |
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| 332 | return is_modified |
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| 333 | |
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| 334 | def update(self): |
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| 335 | """ |
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| 336 | return a dictionary of model if |
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| 337 | new models were added else return empty dictionary |
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| 338 | """ |
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[49c46da] | 339 | self.plugins = [] |
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[f0d720b] | 340 | new_plugins = self.findModels() |
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[ed28d8c] | 341 | if new_plugins: |
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| 342 | for name, plug in new_plugins.items(): |
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[1bcc48d] | 343 | self.stored_plugins[name] = plug |
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| 344 | self.plugins.append(plug) |
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| 345 | self.model_dictionary[name] = plug |
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[05b8e01] | 346 | self.model_combobox.set_list(CUSTOM_MODEL, self.plugins) |
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[f0d720b] | 347 | return self.model_combobox.get_list() |
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| 348 | else: |
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| 349 | return {} |
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| 350 | |
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[f66d9d1] | 351 | def plugins_reset(self): |
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[f0d720b] | 352 | """ |
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| 353 | return a dictionary of model |
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| 354 | """ |
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| 355 | self.plugins = [] |
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[33dc18f] | 356 | self.stored_plugins = _find_models() |
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[908f090] | 357 | structure_names = [model.name for model in self.struct_list] |
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| 358 | form_names = [model.name for model in self.multiplication_factor] |
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[33dc18f] | 359 | |
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| 360 | # Remove all plugin structure factors and form factors |
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| 361 | for name in copy(structure_names): |
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| 362 | if '[plug-in]' in name: |
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| 363 | i = structure_names.index(name) |
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| 364 | del self.struct_list[i] |
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| 365 | structure_names.remove(name) |
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| 366 | for name in copy(form_names): |
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| 367 | if '[plug-in]' in name: |
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| 368 | i = form_names.index(name) |
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| 369 | del self.multiplication_factor[i] |
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| 370 | form_names.remove(name) |
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| 371 | |
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| 372 | # Add new plugin structure factors and form factors |
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| 373 | for name, plug in self.stored_plugins.iteritems(): |
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[908f090] | 374 | if plug.is_structure_factor: |
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| 375 | if name in structure_names: |
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| 376 | # Delete the old model from self.struct list |
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| 377 | i = structure_names.index(name) |
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| 378 | del self.struct_list[i] |
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| 379 | # Add the new model to self.struct_list |
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| 380 | self.struct_list.append(plug) |
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| 381 | elif plug.is_form_factor: |
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| 382 | if name in form_names: |
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| 383 | # Delete the old model from self.multiplication_factor |
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| 384 | i = form_names.index(name) |
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| 385 | del self.multiplication_factor[i] |
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| 386 | # Add the new model to self.multiplication_factor |
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| 387 | self.multiplication_factor.append(plug) |
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| 388 | |
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| 389 | # Add references to the updated model |
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[f0d720b] | 390 | self.stored_plugins[name] = plug |
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[908f090] | 391 | if not plug.is_structure_factor: |
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| 392 | # Don't show S(Q) models in the 'Plugin Models' dropdown |
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| 393 | self.plugins.append(plug) |
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[f0d720b] | 394 | self.model_dictionary[name] = plug |
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| 395 | |
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[e92a352] | 396 | self.model_combobox.reset_list("Plugin Models", self.plugins) |
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[33dc18f] | 397 | self.model_combobox.reset_list("Structure Factors", self.struct_list) |
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| 398 | self.model_combobox.reset_list("P(Q)*S(Q)", self.multiplication_factor) |
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| 399 | |
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[f0d720b] | 400 | return self.model_combobox.get_list() |
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| 401 | |
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| 402 | def _on_model(self, evt): |
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| 403 | """ |
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| 404 | React to a model menu event |
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| 405 | |
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| 406 | :param event: wx menu event |
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| 407 | |
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| 408 | """ |
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| 409 | if int(evt.GetId()) in self.form_factor_dict.keys(): |
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[313c5c9] | 410 | from sasmodels.sasview_model import MultiplicationModel |
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[f0d720b] | 411 | self.model_dictionary[MultiplicationModel.__name__] = MultiplicationModel |
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| 412 | model1, model2 = self.form_factor_dict[int(evt.GetId())] |
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| 413 | model = MultiplicationModel(model1, model2) |
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| 414 | else: |
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| 415 | model = self.struct_factor_dict[str(evt.GetId())]() |
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| 416 | |
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| 417 | |
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| 418 | def _get_multifunc_models(self): |
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| 419 | """ |
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| 420 | Get the multifunctional models |
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| 421 | """ |
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[cb4ef58] | 422 | items = [item for item in self.plugins if item.is_multiplicity_model] |
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| 423 | self.multi_func_list = items |
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[f0d720b] | 424 | |
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| 425 | def get_model_list(self): |
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| 426 | """ |
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| 427 | return dictionary of models for fitpanel use |
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| 428 | |
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| 429 | """ |
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| 430 | ## Model_list now only contains attribute lists not category list. |
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| 431 | ## Eventually this should be in one master list -- read in category |
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| 432 | ## list then pull those models that exist and get attributes then add |
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| 433 | ## to list ..and if model does not exist remove from list as now |
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| 434 | ## and update json file. |
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| 435 | ## |
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| 436 | ## -PDB April 26, 2014 |
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| 437 | |
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| 438 | # self.model_combobox.set_list("Shapes", self.shape_list) |
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| 439 | # self.model_combobox.set_list("Shape-Independent", |
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| 440 | # self.shape_indep_list) |
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| 441 | self.model_combobox.set_list("Structure Factors", self.struct_list) |
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[e92a352] | 442 | self.model_combobox.set_list("Plugin Models", self.plugins) |
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[f0d720b] | 443 | self.model_combobox.set_list("P(Q)*S(Q)", self.multiplication_factor) |
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| 444 | self.model_combobox.set_list("multiplication", |
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| 445 | self.multiplication_factor) |
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| 446 | self.model_combobox.set_list("Multi-Functions", self.multi_func_list) |
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| 447 | return self.model_combobox.get_list() |
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| 448 | |
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| 449 | def get_model_name_list(self): |
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| 450 | """ |
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| 451 | return regular model name list |
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| 452 | """ |
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| 453 | return self.model_name_list |
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| 454 | |
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| 455 | def get_model_dictionary(self): |
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| 456 | """ |
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| 457 | return dictionary linking model names to objects |
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| 458 | """ |
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| 459 | return self.model_dictionary |
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| 460 | |
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| 461 | |
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| 462 | class ModelManager(object): |
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| 463 | """ |
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| 464 | implement model |
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| 465 | """ |
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| 466 | __modelmanager = ModelManagerBase() |
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[212bfc2] | 467 | cat_model_list = [__modelmanager.model_dictionary[model_name] for model_name \ |
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[f0d720b] | 468 | in __modelmanager.model_dictionary.keys() \ |
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| 469 | if model_name not in __modelmanager.stored_plugins.keys()] |
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| 470 | |
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| 471 | CategoryInstaller.check_install(model_list=cat_model_list) |
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| 472 | def findModels(self): |
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| 473 | return self.__modelmanager.findModels() |
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| 474 | |
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| 475 | def _getModelList(self): |
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| 476 | return self.__modelmanager._getModelList() |
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| 477 | |
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| 478 | def is_changed(self): |
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| 479 | return self.__modelmanager.is_changed() |
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| 480 | |
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| 481 | def update(self): |
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| 482 | return self.__modelmanager.update() |
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| 483 | |
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[f66d9d1] | 484 | def plugins_reset(self): |
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| 485 | return self.__modelmanager.plugins_reset() |
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[f0d720b] | 486 | |
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| 487 | def populate_menu(self, modelmenu, event_owner): |
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| 488 | return self.__modelmanager.populate_menu(modelmenu, event_owner) |
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| 489 | |
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| 490 | def _on_model(self, evt): |
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| 491 | return self.__modelmanager._on_model(evt) |
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| 492 | |
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| 493 | def _get_multifunc_models(self): |
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| 494 | return self.__modelmanager._get_multifunc_models() |
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| 495 | |
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| 496 | def get_model_list(self): |
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| 497 | return self.__modelmanager.get_model_list() |
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| 498 | |
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| 499 | def get_model_name_list(self): |
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| 500 | return self.__modelmanager.get_model_name_list() |
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| 501 | |
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| 502 | def get_model_dictionary(self): |
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| 503 | return self.__modelmanager.get_model_dictionary() |
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