Source code for pycbc.types.config

# Copyright (C) 2013,2017,2021 Ian Harry, Duncan Brown, Alex Nitz
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#
# =============================================================================
#
#                                   Preamble
#
# =============================================================================
#
"""
This module provides a wrapper to the ConfigParser utilities for pycbc.
This module is described in the page here:
"""
import re
import os
import itertools
import logging
from io import StringIO
import configparser as ConfigParser

logger = logging.getLogger('pycbc.types.config')


[docs] class DeepCopyableConfigParser(ConfigParser.ConfigParser): """ The standard SafeConfigParser no longer supports deepcopy() as of python 2.7 (see http://bugs.python.org/issue16058). This subclass restores that functionality. """ def __deepcopy__(self, memo): # http://stackoverflow.com/questions/23416370 # /manually-building-a-deep-copy-of-a-configparser-in-python-2-7 config_string = StringIO() self.write(config_string) config_string.seek(0) new_config = self.__class__() new_config.read_file(config_string) return new_config
[docs] class InterpolatingConfigParser(DeepCopyableConfigParser): """ This is a sub-class of DeepCopyableConfigParser, which lets us add a few additional helper features that are useful in workflows. """ def __init__( self, configFiles=None, overrideTuples=None, parsedFilePath=None, deleteTuples=None, skip_extended=False, sanitize_newline=True, ): """ Initialize an InterpolatingConfigParser. This reads the input configuration files, overrides values if necessary and performs the interpolation. Parameters ----------- configFiles : Path to .ini file, or list of paths The file(s) to be read in and parsed. overrideTuples : List of (section, option, value) tuples Add the (section, option, value) triplets provided in this list to the provided .ini file(s). If the section, option pair is already present, it will be overwritten. parsedFilePath : Path, optional (default=None) If given, write the parsed .ini file back to disk at this location. deleteTuples : List of (section, option) tuples Delete the (section, option) pairs provided in this list from provided .ini file(s). If the section only is provided, the entire section will be deleted. Returns -------- InterpolatingConfigParser Initialized InterpolatingConfigParser instance. """ if configFiles is None: configFiles = [] if overrideTuples is None: overrideTuples = [] if deleteTuples is None: deleteTuples = [] super().__init__() # Enable case sensitive options self.optionxform = str # Add in environment # We allow access to environment variables by loading them into a # special configparser section ([environment]) which can then # be referenced by other sections. # We cannot include environment variables containing characters # that are special to ConfigParser. So any variable containing a % or a # $ is ignored. env_vals = { key: value for key, value in os.environ.items() if '%' not in value and '$' not in value } self.read_dict({'environment': env_vals}) self.read_ini_file(configFiles) # Split sections like [inspiral&tmplt] into [inspiral] and [tmplt] self.split_multi_sections() # Populate shared options from the [sharedoptions] section self.populate_shared_sections() # Do deletes from command line for delete in deleteTuples: if len(delete) == 1: if self.remove_section(delete[0]) is False: raise ValueError( "Cannot delete section %s, " "no such section in configuration." % delete ) logger.info( "Deleting section %s from configuration", delete[0] ) elif len(delete) == 2: if self.remove_option(delete[0], delete[1]) is False: raise ValueError( "Cannot delete option %s from section %s," " no such option in configuration." % delete ) logger.info( "Deleting option %s from section %s in " "configuration", delete[1], delete[0], ) else: raise ValueError( "Deletes must be tuples of length 1 or 2. " "Got %s." % str(delete) ) # Do overrides from command line for override in overrideTuples: if len(override) not in [2, 3]: errmsg = "Overrides must be tuples of length 2 or 3." errmsg = "Got %s." % (str(override)) raise ValueError(errmsg) section = override[0] option = override[1] value = "" if len(override) == 3: value = override[2] # Check for section existence, create if needed if not self.has_section(section): self.add_section(section) self.set(section, option, value) logger.info( "Overriding section %s option %s with value %s " "in configuration.", section, option, value, ) # Check for any substitutions that can be made if not skip_extended: self.perform_extended_interpolation() # replace newlines in input with spaces # this enables command line conversion compatibility if sanitize_newline: self.sanitize_newline() # Check for duplicate options in sub-sections self.sanity_check_subsections() # Dump parsed .ini file if needed if parsedFilePath: fp = open(parsedFilePath, "w") self.write(fp) fp.close()
[docs] @classmethod def from_cli(cls, opts): """Initialize the config parser using options parsed from the command line. The parsed options ``opts`` must include options provided by :py:func:`add_workflow_command_line_group`. Parameters ----------- opts : argparse.ArgumentParser The command line arguments parsed by argparse """ # read configuration file logger.info("Reading configuration file") if opts.config_overrides is not None: overrides = [ tuple(override.split(":", 2)) for override in opts.config_overrides ] else: overrides = None if opts.config_delete is not None: deletes = [ tuple(delete.split(":")) for delete in opts.config_delete ] else: deletes = None return cls(opts.config_files, overrides, deleteTuples=deletes)
[docs] def read_ini_file(self, fpath): """ Read a .ini file and return it as a ConfigParser class. This function does none of the parsing/combining of sections. It simply reads the file, checks if there are overlaping options and returns it unedited Stub awaiting more functionality - see configparser_test.py Parameters ---------- fpath : Path to .ini file, or list of paths The path(s) to a .ini file to be read in Returns ------- cp : ConfigParser The ConfigParser class containing the read in .ini file """ # Read the file options_seen = {} for filename in fpath: parser = ConfigParser.ConfigParser() parser.optionxform=str parser.read(filename) for section in parser.sections(): if section not in options_seen: options_seen[section] = set() section_options = parser.options(section) option_intersection = options_seen[section].intersection(section_options) if option_intersection: raise ValueError(f"Duplicate option(s) {', '.join(option_intersection)} found in section '{section}' in file '{filename}'") options_seen[section].update(section_options) self.read(fpath)
[docs] def get_subsections(self, section_name): """Return a list of subsections for the given section name""" # Keep only subsection names subsections = [ sec[len(section_name) + 1:] for sec in self.sections() if sec.startswith(section_name + "-") and not sec.endswith('defaultvalues') ] for sec in subsections: sp = sec.split("-") # The format [section-subsection-tag] is okay. Just # check that [section-subsection] section exists. If not it is possible # the user is trying to use an subsection name with '-' in it if (len(sp) > 1) and not self.has_section( "%s-%s" % (section_name, sp[0]) ): raise ValueError( "Workflow uses the '-' as a delimiter so " "this is interpreted as section-subsection-tag. " "While checking section %s, no section with " "name %s-%s was found. " "If you did not intend to use tags in an " "'advanced user' manner, or do not understand what " "this means, don't use dashes in section " "names. So [injection-nsbhinj] is good. " "[injection-nsbh-inj] is not." % (sec, sp[0], sp[1]) ) if len(subsections) > 0: return [sec.split("-")[0] for sec in subsections] elif self.has_section(section_name): return [""] else: return []
[docs] def perform_extended_interpolation(self): """ Filter through an ini file and replace all examples of ExtendedInterpolation formatting with the exact value. For values like ${example} this is replaced with the value that corresponds to the option called example ***in the same section*** For values like ${common|example} this is replaced with the value that corresponds to the option example in the section [common]. Note that in the python3 config parser this is ${common:example} but python2.7 interprets the : the same as a = and this breaks things Nested interpolation is not supported here. """ # Do not allow any interpolation of the section names for section in self.sections(): for option, value in self.items(section): # Check the option name new_str = self.interpolate_string(option, section) if new_str != option: self.set(section, new_str, value) self.remove_option(section, option) # Check the value new_str = self.interpolate_string(value, section) if new_str != value: self.set(section, option, new_str)
[docs] def sanitize_newline(self): """ Filter through an ini file and replace all examples of newlines with spaces. This is useful for command line conversion and allow multiline configparser inputs without added backslashes """ # Do not allow any interpolation of the section names for section in self.sections(): for option, value in self.items(section): new_value = value.replace('\n', ' ').replace('\r', ' ') self.set(section, option, new_value)
[docs] def interpolate_string(self, test_string, section): """ Take a string and replace all example of ExtendedInterpolation formatting within the string with the exact value. For values like ${example} this is replaced with the value that corresponds to the option called example ***in the same section*** For values like ${common|example} this is replaced with the value that corresponds to the option example in the section [common]. Note that in the python3 config parser this is ${common:example} but python2.7 interprets the : the same as a = and this breaks things Nested interpolation is not supported here. Parameters ---------- test_string : String The string to parse and interpolate section : String The current section of the ConfigParser object Returns ---------- test_string : String Interpolated string """ # First check if any interpolation is needed and abort if not re_obj = re.search(r"\$\{.*?\}", test_string) while re_obj: # Not really sure how this works, but this will obtain the first # instance of a string contained within ${....} rep_string = (re_obj).group(0)[2:-1] # Need to test which of the two formats we have split_string = rep_string.split("|") if len(split_string) == 1: try: test_string = test_string.replace( "${" + rep_string + "}", self.get(section, split_string[0]), ) except ConfigParser.NoOptionError: print("Substitution failed") raise if len(split_string) == 2: try: test_string = test_string.replace( "${" + rep_string + "}", self.get(split_string[0], split_string[1]), ) except ConfigParser.NoOptionError: print("Substitution failed") raise re_obj = re.search(r"\$\{.*?\}", test_string) return test_string
[docs] def split_multi_sections(self): """ Parse through the WorkflowConfigParser instance and splits any sections labelled with an "&" sign (for e.g. [inspiral&tmpltbank]) into [inspiral] and [tmpltbank] sections. If these individual sections already exist they will be appended to. If an option exists in both the [inspiral] and [inspiral&tmpltbank] sections an error will be thrown """ # Begin by looping over all sections for section in self.sections(): # Only continue if section needs splitting if "&" not in section: continue # Get list of section names to add these options to split_sections = section.split("&") for new_sec in split_sections: # Add sections if they don't already exist if not self.has_section(new_sec): self.add_section(new_sec) self.add_options_to_section(new_sec, self.items(section)) self.remove_section(section)
[docs] def populate_shared_sections(self): """Parse the [sharedoptions] section of the ini file. That section should contain entries according to: * massparams = inspiral, tmpltbank * dataparams = tmpltbank This will result in all options in [sharedoptions-massparams] being copied into the [inspiral] and [tmpltbank] sections and the options in [sharedoptions-dataparams] being copited into [tmpltbank]. In the case of duplicates an error will be raised. """ if not self.has_section("sharedoptions"): # No sharedoptions, exit return for key, value in self.items("sharedoptions"): assert self.has_section("sharedoptions-%s" % (key)) # Comma separated values = value.split(",") common_options = self.items("sharedoptions-%s" % (key)) for section in values: if not self.has_section(section): self.add_section(section) for arg, val in common_options: if arg in self.options(section): raise ValueError( "Option exists in both original " + "ConfigParser section [%s] and " % (section,) + "sharedoptions section: %s %s" % (arg, "sharedoptions-%s" % (key)) ) self.set(section, arg, val) self.remove_section("sharedoptions-%s" % (key)) self.remove_section("sharedoptions")
[docs] def add_options_to_section(self, section, items, overwrite_options=False): """ Add a set of options and values to a section of a ConfigParser object. Will throw an error if any of the options being added already exist, this behaviour can be overridden if desired Parameters ---------- section : string The name of the section to add options+values to items : list of tuples Each tuple contains (at [0]) the option and (at [1]) the value to add to the section of the ini file overwrite_options : Boolean, optional By default this function will throw a ValueError if an option exists in both the original section in the ConfigParser *and* in the provided items. This will override so that the options+values given in items will replace the original values if the value is set to True. Default = False """ # Sanity checking if not self.has_section(section): raise ValueError( "Section %s not present in ConfigParser." % (section,) ) # Check for duplicate options first for option, value in items: if not overwrite_options: if option in self.options(section): raise ValueError( "Option exists in both original " + "ConfigParser section [%s] and " % (section,) + "input list: %s" % (option,) ) self.set(section, option, value)
[docs] def sanity_check_subsections(self): """ This function goes through the ConfigParser and checks that any options given in the [SECTION_NAME] section are not also given in any [SECTION_NAME-SUBSECTION] sections. """ # Loop over the sections in the ini file for section in self.sections(): # [pegasus_profile] is specially allowed to be overriden by # sub-sections if section == "pegasus_profile": continue if section.endswith('-defaultvalues') and \ not len(section.split('-')) == 2: # Only allow defaultvalues for top-level sections raise NotImplementedError( "-defaultvalues subsections are only allowed for " "top-level sections; given %s" % section ) # Loop over the sections again for section2 in self.sections(): # Check if any are subsections of section if section2.startswith(section + "-"): if section2.endswith("defaultvalues"): # defaultvalues is storage for defaults, and will # be over-written by anything in the sections-proper continue # Check for duplicate options whenever this exists self.check_duplicate_options( section, section2, raise_error=True )
[docs] def check_duplicate_options(self, section1, section2, raise_error=False): """ Check for duplicate options in two sections, section1 and section2. Will return a list of the duplicate options. Parameters ---------- section1 : string The name of the first section to compare section2 : string The name of the second section to compare raise_error : Boolean, optional (default=False) If True, raise an error if duplicates are present. Returns ---------- duplicates : List List of duplicate options """ # Sanity checking if not self.has_section(section1): raise ValueError( "Section %s not present in ConfigParser." % (section1,) ) if not self.has_section(section2): raise ValueError( "Section %s not present in ConfigParser." % (section2,) ) # Are section1 and section2 a section-and-defaultvalues pair? section_and_default = (section1 == f"{section2}-defaultvalues" or section2 == f"{section1}-defaultvalues") # Is one the sections defaultvalues, but the other is not the # top-level section? This is to catch the case where we are # comparing section-defaultvalues with section-subsection if section1.endswith("-defaultvalues") or \ section2.endswith("-defaultvalues"): if not section_and_default: # Override the raise_error variable not to error when # defaultvalues are given and the sections are not # otherwise the same raise_error = False items1 = self.options(section1) items2 = self.options(section2) # The list comprehension here creates a list of all duplicate items duplicates = [x for x in items1 if x in items2] if duplicates and raise_error: err_msg = ("The following options appear in both section " f"{section1} and {section2}: " + ", ".join(duplicates)) if section_and_default: err_msg += ". Default values are unused in this case." raise ValueError(err_msg) return duplicates
[docs] def get_opt_tag(self, section, option, tag): """ Convenience function accessing get_opt_tags() for a single tag: see documentation for that function. NB calling get_opt_tags() directly is preferred for simplicity. Parameters ----------- self : ConfigParser object The ConfigParser object (automatically passed when this is appended to the ConfigParser class) section : string The section of the ConfigParser object to read option : string The ConfigParser option to look for tag : string The name of the subsection to look in, if not found in [section] Returns -------- string The value of the options being searched for """ return self.get_opt_tags(section, option, [tag])
[docs] def get_opt_tags(self, section, option, tags): """ Supplement to ConfigParser.ConfigParser.get(). This will search for an option in [section] and if it doesn't find it will also try in [section-defaultvalues], and [section-tag] for every value of tag in tags. [section-tag] will be preferred to [section-defaultvalues] values. Will raise a ConfigParser.Error if it cannot find a value. Parameters ----------- self : ConfigParser object The ConfigParser object (automatically passed when this is appended to the ConfigParser class) section : string The section of the ConfigParser object to read option : string The ConfigParser option to look for tags : list of strings The name of subsections to look in, if not found in [section] Returns -------- string The value of the options being searched for """ # Need lower case tag name; also exclude cases with tag=None if tags: tags = [tag.lower() for tag in tags if tag is not None] try: return self.get(section, option) except ConfigParser.Error: err_string = "No option '%s' in section [%s] " % (option, section) if not tags: raise ConfigParser.Error(err_string + ".") return_vals = [] # First, check if there are any default values set: has_defaultvalue = False if self.has_section(f"{section}-defaultvalues"): return_vals.append( self.get(f"{section}-defaultvalues", option) ) has_defaultvalue = True sub_section_list = [] for sec_len in range(1, len(tags) + 1): for tag_permutation in itertools.permutations(tags, sec_len): joined_name = "-".join(tag_permutation) sub_section_list.append(joined_name) section_list = ["%s-%s" % (section, sb) for sb in sub_section_list] err_section_list = [] for sub in sub_section_list: if self.has_section("%s-%s" % (section, sub)): if self.has_option("%s-%s" % (section, sub), option): err_section_list.append("%s-%s" % (section, sub)) return_vals.append( self.get("%s-%s" % (section, sub), option) ) if has_defaultvalue and len(return_vals) > 1: # option supplied which should overwrite the default; # default will be first in the list, so remove it return_vals = return_vals[1:] # We also want to recursively go into sections if not return_vals: err_string += "or in sections [%s]." % ( "] [".join(section_list) ) raise ConfigParser.Error(err_string) if len(return_vals) > 1: err_string += ( "and multiple entries found in sections [%s]." % ("] [".join(err_section_list)) ) raise ConfigParser.Error(err_string) return return_vals[0]
[docs] def has_option_tag(self, section, option, tag): """ Convenience function accessing has_option_tags() for a single tag: see documentation for that function. NB calling has_option_tags() directly is preferred for simplicity. Parameters ----------- self : ConfigParser object The ConfigParser object (automatically passed when this is appended to the ConfigParser class) section : string The section of the ConfigParser object to read option : string The ConfigParser option to look for tag : string The name of the subsection to look in, if not found in [section] Returns -------- Boolean Is the option in the section or [section-tag] """ return self.has_option_tags(section, option, [tag])
[docs] def has_option_tags(self, section, option, tags): """ Supplement to ConfigParser.ConfigParser.has_option(). This will search for an option in [section] and if it doesn't find it will also try in [section-tag] for each value in tags. Returns True if the option is found and false if not. Parameters ----------- self : ConfigParser object The ConfigParser object (automatically passed when this is appended to the ConfigParser class) section : string The section of the ConfigParser object to read option : string The ConfigParser option to look for tags : list of strings The names of the subsection to look in, if not found in [section] Returns -------- Boolean Is the option in the section or [section-tag] (for tag in tags) """ try: self.get_opt_tags(section, option, tags) return True except ConfigParser.Error: return False