X-Git-Url: http://mj.ucw.cz/gitweb/?a=blobdiff_plain;f=t%2Fmoe%2Feval.py;h=f19df47366244f7ecf4b072b57f3f9243e7d1a3b;hb=55dcaa6d8671d02d792919dc47e4758df6ae5471;hp=9ffc4f821021776073d7424dc689bf06487125b6;hpb=6eefff783e5c9e3dd393b812869e0c597c74f121;p=moe.git diff --git a/t/moe/eval.py b/t/moe/eval.py index 9ffc4f8..f19df47 100644 --- a/t/moe/eval.py +++ b/t/moe/eval.py @@ -1,11 +1,137 @@ #!/usr/bin/env python +import moe import moe.config +import moe.box +import moe.log +import moe.status +import moe.pipeline +import moe.batch +import moe.util +import os.path +import shutil + +class Eval: + """ + """ + + def __init__(self): + self.log = moe.log.Loggers() + self.config = moe.config.ConfigTree() + self.main_pipe = moe.pipeline.Pipeline(self, "main") + self.test_pipe = moe.pipeline.Pipeline(self, "test") + self.status = moe.status.MoeStatus() + + def __getitem__(self, key): + return self.config[key] + + def init(self, overrides=[]): + "Initializes most part of Eval before running the pipeline. See the timeline for details." + self.log.info("Initializing ...") + + # set basic builtins + self.config.parse('HOME = \'%s\'' % os.getcwd(), source="", level=0) + self.config.parse('CONFIG = "{HOME}/config"', source="", level=0) + self.config.parse('LOG = "{HOME}/log"', source="", level=0) + self.config.parse('DEBUG_LEVEL = "0"', source="", level=0) + self.config.parse('VERBOSE = ""', source="", level=0) + self.config.parse('EXTENSIONS = ""', source="", level=0) + + # apply overrides + for ov in overrides: + self.config.parse(ov, source="", level=100) + + # load config file + self.config.fix('CONFIG') + self.config.parse_file(self['CONFIG'], level=30) + # fix variables + self.config.fix(['LOG', 'USER_LOG', 'VERBOSE', 'HOME', 'DEBUG_LEVEL', 'TDIR']) + # start logging + self.log.open_eval_log(self['LOG'], int(self['DEBUG_LEVEL']), redirect_fds = True) + self.log.open_user_log(self['USER_LOG']) + self.debug_dump_config() + + # insert hooks into main pipeline + self.main_pipe.insert(5, "Eval.hook_init_dirs", hook_init_dirs) + self.main_pipe.insert(15, "Eval.hook_load_task_config", hook_load_task_config) + self.main_pipe.insert(20, "Eval.hook_init_tasktype", hook_init_tasktype) + self.main_pipe.insert(90, "Eval.hook_write_metadata", hook_write_metadata) + + # ininialize extensions (let them insert hooks) + self.config.fix('EXTENSIONS') + exts = self['EXTENSIONS'].split() + for e in exts: + if not e: + raise MoeError, "Invalid extension name: %r" % e + self.log.debug("Loading extension %s", e) + try: + mod = moe.util.load_module('moe.exts.' + e) + except ImportError: + self.log.exception() + raise MoeError, 'Unknown extension: %r' % e + mod.init(self) + + def run(self): + "Run the main pipeline." + self.debug_dump_pipe(self.main_pipe) + self.log.debug('Running main pipeline') + self.main_pipe.run(e=self) + + def debug_dump_config(self): + "Dumps config at level DDEBUG (only compiles the dump if main level is low enough)." + if self.log.level <= 5: + self.log.ddebug('****** Config dump: ******') + self.log.ddebug('\n'.join(self.config.dump('* '))) + self.log.ddebug('**************************') + + def debug_dump_pipe(self, pipe): + "Dumps pipeline `pipe` at level DDEBUG (only compiles the dump if main level low enough)." + if self.log.level <= 5: + self.log.ddebug('****** Pipeline %r dump: ******'%pipe.name) + self.log.ddebug(pipe.pipe) + self.log.ddebug(pipe.dump(prefix='* ')) + self.log.ddebug('**************************') + +def hook_init_dirs(e): + """(mainline at time 5) Create and check directories, fix directory variables. + .. note:: Currently only TDIR.""" + e.config.fix('TDIR') + tdir = e['TDIR'] + if os.path.isdir(tdir): + shutil.rmtree(tdir) + moe.util.mkdir_tree(tdir) + +def hook_load_task_config(e): + """(mainline at time 15) Load `TASK_CONFIG` and check `PDIR`, fixes `TASK`, `PDIR`, `TASK_CONFIG`.""" + e.config.fix(['TASK', 'PDIR', 'TASK_CONFIG']) + e.log.debug('Loading task config %s', self['TASK_CONFIG']) + if not os.path.isdir(e['PDIR']): + raise moe.MoeError, "No such task %s in %s" % (e['TASK'], self['PDIR']) + e.config.parse_file(self['TASK_CONFIG'], level=50) + e.debug_dump_config() + + e.status["task"] = task # Metadata + +def hook_init_tasktype(e): + """(mainline at time 20) Fix `TASK_TYPE`, initialize task type module.""" + + e.config.fix('TASK_TYPE') + task_type = e['TASK_TYPE'] + e.log.debug('Loading module for TASK_TYPE: %r', task_type) + if not task_type: + raise MoeError, "Invalid TASK_TYPE: %r" % e + try: + e.tasktype_module = utils.load_module('moe.tasktypes.' + task_type) + except ImportError: + e.log.exception() + raise MoeError, 'Unknown TASK_TYPE: %r' % task_type + mod.tasktype_module.init(e) + +def hook_write_metadata(e): + """(mainline at time 90) Write status metadata into file `STATUS_FILE`.""" + e.log.debug('Writing status file %s', self['STATUS_FILE']) + e.status.write(self['STATUS_FILE']) + # TODO: dump to ddebug + + -def init_pipeline(cfg, prefix): - pipe = {} - for k in cfg.keys(): - if k.startswith(prefix): - pri = int(k[len(prefix):]) - pipe[pri] = cfg[k] - return [ pipe[k] for k in sorted(pipe.keys()) ]