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def modified_created(instance): """`modified` property must be later or equal to `created` property """ if 'modified' in instance and 'created' in instance and \ instance['modified'] < instance['created']: msg = "'modified' (%s) must be later or equal to 'created' (%s)" return JSONError(msg % (instance['modified'], instance['created']), instance['id'])
`modified` property must be later or equal to `created` property
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def object_marking_circular_refs(instance): """Ensure that marking definitions do not contain circular references (ie. they do not reference themselves in the `object_marking_refs` property). """ if instance['type'] != 'marking-definition': return if 'object_marking_refs' in instance: for ref in instance['object_marking_refs']: if ref == instance['id']: yield JSONError("`object_marking_refs` cannot contain any " "references to this marking definition object" " (no circular references).", instance['id'])
Ensure that marking definitions do not contain circular references (ie. they do not reference themselves in the `object_marking_refs` property).
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def granular_markings_circular_refs(instance): """Ensure that marking definitions do not contain circular references (ie. they do not reference themselves in the `granular_markings` property). """ if instance['type'] != 'marking-definition': return if 'granular_markings' in instance: for marking in instance['granular_markings']: if 'marking_ref' in marking and marking['marking_ref'] == instance['id']: yield JSONError("`granular_markings` cannot contain any " "references to this marking definition object" " (no circular references).", instance['id'])
Ensure that marking definitions do not contain circular references (ie. they do not reference themselves in the `granular_markings` property).
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def marking_selector_syntax(instance): """Ensure selectors in granular markings refer to items which are actually present in the object. """ if 'granular_markings' not in instance: return list_index_re = re.compile(r"\[(\d+)\]") for marking in instance['granular_markings']: if 'selectors' not in marking: continue selectors = marking['selectors'] for selector in selectors: segments = selector.split('.') obj = instance prev_segmt = None for segmt in segments: index_match = list_index_re.match(segmt) if index_match: try: idx = int(index_match.group(1)) obj = obj[idx] except IndexError: yield JSONError("'%s' is not a valid selector because" " %s is not a valid index." % (selector, idx), instance['id']) except KeyError: yield JSONError("'%s' is not a valid selector because" " '%s' is not a list." % (selector, prev_segmt), instance['id']) else: try: obj = obj[segmt] except KeyError as e: yield JSONError("'%s' is not a valid selector because" " %s is not a property." % (selector, e), instance['id']) except TypeError: yield JSONError("'%s' is not a valid selector because" " '%s' is not a property." % (selector, segmt), instance['id']) prev_segmt = segmt
Ensure selectors in granular markings refer to items which are actually present in the object.
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def observable_object_references(instance): """Ensure certain observable object properties reference the correct type of object. """ for key, obj in instance['objects'].items(): if 'type' not in obj: continue elif obj['type'] not in enums.OBSERVABLE_PROP_REFS: continue obj_type = obj['type'] for obj_prop in enums.OBSERVABLE_PROP_REFS[obj_type]: if obj_prop not in obj: continue enum_prop = enums.OBSERVABLE_PROP_REFS[obj_type][obj_prop] if isinstance(enum_prop, list): refs = obj[obj_prop] enum_vals = enum_prop for x in check_observable_refs(refs, obj_prop, enum_prop, '', enum_vals, key, instance): yield x elif isinstance(enum_prop, dict): for embedded_prop in enum_prop: if isinstance(obj[obj_prop], dict): if embedded_prop not in obj[obj_prop]: continue embedded_obj = obj[obj_prop][embedded_prop] for embed_obj_prop in embedded_obj: if embed_obj_prop not in enum_prop[embedded_prop]: continue refs = embedded_obj[embed_obj_prop] enum_vals = enum_prop[embedded_prop][embed_obj_prop] for x in check_observable_refs(refs, obj_prop, enum_prop, embed_obj_prop, enum_vals, key, instance): yield x elif isinstance(obj[obj_prop], list): for embedded_list_obj in obj[obj_prop]: if embedded_prop not in embedded_list_obj: continue embedded_obj = embedded_list_obj[embedded_prop] refs = embedded_obj enum_vals = enum_prop[embedded_prop] for x in check_observable_refs(refs, obj_prop, enum_prop, embedded_prop, enum_vals, key, instance): yield x
Ensure certain observable object properties reference the correct type of object.
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def artifact_mime_type(instance): """Ensure the 'mime_type' property of artifact objects comes from the Template column in the IANA media type registry. """ for key, obj in instance['objects'].items(): if ('type' in obj and obj['type'] == 'artifact' and 'mime_type' in obj): if enums.media_types(): if obj['mime_type'] not in enums.media_types(): yield JSONError("The 'mime_type' property of object '%s' " "('%s') must be an IANA registered MIME " "Type of the form 'type/subtype'." % (key, obj['mime_type']), instance['id']) else: info("Can't reach IANA website; using regex for mime types.") mime_re = re.compile(r'^(application|audio|font|image|message|model' '|multipart|text|video)/[a-zA-Z0-9.+_-]+') if not mime_re.match(obj['mime_type']): yield JSONError("The 'mime_type' property of object '%s' " "('%s') should be an IANA MIME Type of the" " form 'type/subtype'." % (key, obj['mime_type']), instance['id'])
Ensure the 'mime_type' property of artifact objects comes from the Template column in the IANA media type registry.
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def character_set(instance): """Ensure certain properties of cyber observable objects come from the IANA Character Set list. """ char_re = re.compile(r'^[a-zA-Z0-9_\(\)-]+$') for key, obj in instance['objects'].items(): if ('type' in obj and obj['type'] == 'directory' and 'path_enc' in obj): if enums.char_sets(): if obj['path_enc'] not in enums.char_sets(): yield JSONError("The 'path_enc' property of object '%s' " "('%s') must be an IANA registered " "character set." % (key, obj['path_enc']), instance['id']) else: info("Can't reach IANA website; using regex for character_set.") if not char_re.match(obj['path_enc']): yield JSONError("The 'path_enc' property of object '%s' " "('%s') must be an IANA registered " "character set." % (key, obj['path_enc']), instance['id']) if ('type' in obj and obj['type'] == 'file' and 'name_enc' in obj): if enums.char_sets(): if obj['name_enc'] not in enums.char_sets(): yield JSONError("The 'name_enc' property of object '%s' " "('%s') must be an IANA registered " "character set." % (key, obj['name_enc']), instance['id']) else: info("Can't reach IANA website; using regex for character_set.") if not char_re.match(obj['name_enc']): yield JSONError("The 'name_enc' property of object '%s' " "('%s') must be an IANA registered " "character set." % (key, obj['name_enc']), instance['id'])
Ensure certain properties of cyber observable objects come from the IANA Character Set list.
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def software_language(instance): """Ensure the 'language' property of software objects is a valid ISO 639-2 language code. """ for key, obj in instance['objects'].items(): if ('type' in obj and obj['type'] == 'software' and 'languages' in obj): for lang in obj['languages']: if lang not in enums.SOFTWARE_LANG_CODES: yield JSONError("The 'languages' property of object '%s' " "contains an invalid ISO 639-2 language " " code ('%s')." % (key, lang), instance['id'])
Ensure the 'language' property of software objects is a valid ISO 639-2 language code.
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def types_strict(instance): """Ensure that no custom object types are used, but only the official ones from the specification. """ if instance['type'] not in enums.TYPES: yield JSONError("Object type '%s' is not one of those defined in the" " specification." % instance['type'], instance['id']) if has_cyber_observable_data(instance): for key, obj in instance['objects'].items(): if 'type' in obj and obj['type'] not in enums.OBSERVABLE_TYPES: yield JSONError("Observable object %s is type '%s' which is " "not one of those defined in the " "specification." % (key, obj['type']), instance['id'])
Ensure that no custom object types are used, but only the official ones from the specification.
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def properties_strict(instance): """Ensure that no custom properties are used, but only the official ones from the specification. """ if instance['type'] not in enums.TYPES: return # only check properties for official objects defined_props = enums.PROPERTIES.get(instance['type'], []) for prop in instance.keys(): if prop not in defined_props: yield JSONError("Property '%s' is not one of those defined in the" " specification." % prop, instance['id']) if has_cyber_observable_data(instance): for key, obj in instance['objects'].items(): type_ = obj.get('type', '') if type_ not in enums.OBSERVABLE_PROPERTIES: continue # custom observable types handled outside this function observable_props = enums.OBSERVABLE_PROPERTIES.get(type_, []) embedded_props = enums.OBSERVABLE_EMBEDDED_PROPERTIES.get(type_, {}) extensions = enums.OBSERVABLE_EXTENSIONS.get(type_, []) for prop in obj.keys(): if prop not in observable_props: yield JSONError("Property '%s' is not one of those defined in the" " specification for %s objects." % (prop, type_), instance['id']) # Check properties of embedded cyber observable types elif prop in embedded_props: embedded_prop_keys = embedded_props.get(prop, []) for embedded_key in obj[prop]: if isinstance(embedded_key, dict): for embedded in embedded_key: if embedded not in embedded_prop_keys: yield JSONError("Property '%s' is not one of those defined in the" " specification for the %s property in %s objects." % (embedded, prop, type_), instance['id']) elif embedded_key not in embedded_prop_keys: yield JSONError("Property '%s' is not one of those defined in the" " specification for the %s property in %s objects." % (embedded_key, prop, type_), instance['id']) # Check properties of embedded cyber observable types for ext_key in obj.get('extensions', {}): if ext_key not in extensions: continue # don't check custom extensions extension_props = enums.OBSERVABLE_EXTENSION_PROPERTIES[ext_key] for ext_prop in obj['extensions'][ext_key]: if ext_prop not in extension_props: yield JSONError("Property '%s' is not one of those defined in the" " specification for the %s extension in %s objects." % (ext_prop, ext_key, type_), instance['id']) embedded_ext_props = enums.OBSERVABLE_EXTENSION_EMBEDDED_PROPERTIES.get(ext_key, {}).get(ext_prop, []) if embedded_ext_props: for embed_ext_prop in obj['extensions'][ext_key].get(ext_prop, []): if embed_ext_prop not in embedded_ext_props: yield JSONError("Property '%s' in the %s property of the %s extension " "is not one of those defined in the specification." % (embed_ext_prop, ext_prop, ext_key), instance['id'])
Ensure that no custom properties are used, but only the official ones from the specification.
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def patterns(instance, options): """Ensure that the syntax of the pattern of an indicator is valid, and that objects and properties referenced by the pattern are valid. """ if instance['type'] != 'indicator' or 'pattern' not in instance: return pattern = instance['pattern'] if not isinstance(pattern, string_types): return # This error already caught by schemas errors = pattern_validator(pattern) # Check pattern syntax if errors: for e in errors: yield PatternError(str(e), instance['id']) return type_format_re = re.compile(r'^\-?[a-z0-9]+(-[a-z0-9]+)*\-?$') property_format_re = re.compile(r'^[a-z0-9_]{3,250}$') p = Pattern(pattern) inspection = p.inspect().comparisons for objtype in inspection: # Check observable object types if objtype in enums.OBSERVABLE_TYPES: pass elif options.strict_types: yield PatternError("'%s' is not a valid STIX observable type" % objtype, instance['id']) elif (not type_format_re.match(objtype) or len(objtype) < 3 or len(objtype) > 250): yield PatternError("'%s' is not a valid observable type name" % objtype, instance['id']) elif (all(x not in options.disabled for x in ['all', 'format-checks', 'custom-prefix']) and not CUSTOM_TYPE_PREFIX_RE.match(objtype)): yield PatternError("Custom Observable Object type '%s' should start " "with 'x-' followed by a source unique identifier " "(like a domain name with dots replaced by " "hyphens), a hyphen and then the name" % objtype, instance['id']) elif (all(x not in options.disabled for x in ['all', 'format-checks', 'custom-prefix-lax']) and not CUSTOM_TYPE_LAX_PREFIX_RE.match(objtype)): yield PatternError("Custom Observable Object type '%s' should start " "with 'x-'" % objtype, instance['id']) # Check observable object properties expression_list = inspection[objtype] for exp in expression_list: path = exp[0] # Get the property name without list index, dictionary key, or referenced object property prop = path[0] if objtype in enums.OBSERVABLE_PROPERTIES and prop in enums.OBSERVABLE_PROPERTIES[objtype]: continue elif options.strict_properties: yield PatternError("'%s' is not a valid property for '%s' objects" % (prop, objtype), instance['id']) elif not property_format_re.match(prop): yield PatternError("'%s' is not a valid observable property name" % prop, instance['id']) elif (all(x not in options.disabled for x in ['all', 'format-checks', 'custom-prefix']) and not CUSTOM_PROPERTY_PREFIX_RE.match(prop)): yield PatternError("Cyber Observable Object custom property '%s' " "should start with 'x_' followed by a source " "unique identifier (like a domain name with " "dots replaced by underscores), an " "underscore and then the name" % prop, instance['id']) elif (all(x not in options.disabled for x in ['all', 'format-checks', 'custom-prefix-lax']) and not CUSTOM_PROPERTY_LAX_PREFIX_RE.match(prop)): yield PatternError("Cyber Observable Object custom property '%s' " "should start with 'x_'" % prop, instance['id'])
Ensure that the syntax of the pattern of an indicator is valid, and that objects and properties referenced by the pattern are valid.
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def list_musts(options): """Construct the list of 'MUST' validators to be run by the validator. """ validator_list = [ timestamp, modified_created, object_marking_circular_refs, granular_markings_circular_refs, marking_selector_syntax, observable_object_references, artifact_mime_type, character_set, software_language, patterns ] # --strict-types if options.strict_types: validator_list.append(types_strict) # --strict-properties if options.strict_properties: validator_list.append(properties_strict) return validator_list
Construct the list of 'MUST' validators to be run by the validator.
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def media_types(): """Return a list of the IANA Media (MIME) Types, or an empty list if the IANA website is unreachable. Store it as a function attribute so that we only build the list once. """ if not hasattr(media_types, 'typelist'): tlist = [] categories = [ 'application', 'audio', 'font', 'image', 'message', 'model', 'multipart', 'text', 'video' ] for cat in categories: try: data = requests.get('http://www.iana.org/assignments/' 'media-types/%s.csv' % cat) except requests.exceptions.RequestException: return [] types = [] for line in data.iter_lines(): if line: line = line.decode("utf-8") if line.count(',') > 0: reg_template = line.split(',')[1] if reg_template: types.append(reg_template) else: types.append(cat + '/' + line.split(',')[0]) tlist.extend(types) media_types.typelist = tlist return media_types.typelist
Return a list of the IANA Media (MIME) Types, or an empty list if the IANA website is unreachable. Store it as a function attribute so that we only build the list once.
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def char_sets(): """Return a list of the IANA Character Sets, or an empty list if the IANA website is unreachable. Store it as a function attribute so that we only build the list once. """ if not hasattr(char_sets, 'setlist'): clist = [] try: data = requests.get('http://www.iana.org/assignments/character-' 'sets/character-sets-1.csv') except requests.exceptions.RequestException: return [] for line in data.iter_lines(): if line: line = line.decode("utf-8") if line.count(',') > 0: vals = line.split(',') if vals[0]: clist.append(vals[0]) else: clist.append(vals[1]) char_sets.setlist = clist return char_sets.setlist
Return a list of the IANA Character Sets, or an empty list if the IANA website is unreachable. Store it as a function attribute so that we only build the list once.
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def protocols(): """Return a list of values from the IANA Service Name and Transport Protocol Port Number Registry, or an empty list if the IANA website is unreachable. Store it as a function attribute so that we only build the list once. """ if not hasattr(protocols, 'protlist'): plist = [] try: data = requests.get('http://www.iana.org/assignments/service-names' '-port-numbers/service-names-port-numbers.csv') except requests.exceptions.RequestException: return [] for line in data.iter_lines(): if line: line = line.decode("utf-8") if line.count(',') > 0: vals = line.split(',') if vals[0]: plist.append(vals[0]) if len(vals) > 2 and vals[2] and vals[2] not in plist: plist.append(vals[2]) plist.append('ipv4') plist.append('ipv6') plist.append('ssl') plist.append('tls') plist.append('dns') protocols.protlist = plist return protocols.protlist
Return a list of values from the IANA Service Name and Transport Protocol Port Number Registry, or an empty list if the IANA website is unreachable. Store it as a function attribute so that we only build the list once.
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def ipfix(): """Return a list of values from the list of IANA IP Flow Information Export (IPFIX) Entities, or an empty list if the IANA website is unreachable. Store it as a function attribute so that we only build the list once. """ if not hasattr(ipfix, 'ipflist'): ilist = [] try: data = requests.get('http://www.iana.org/assignments/ipfix/ipfix-' 'information-elements.csv') except requests.exceptions.RequestException: return [] for line in data.iter_lines(): if line: line = line.decode("utf-8") if re.match(r'^\d+(,[a-zA-Z0-9]+){2},', line): vals = line.split(',') if vals[1]: ilist.append(vals[1]) ipfix.ipflist = ilist return ipfix.ipflist
Return a list of values from the list of IANA IP Flow Information Export (IPFIX) Entities, or an empty list if the IANA website is unreachable. Store it as a function attribute so that we only build the list once.
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def print_level(log_function, fmt, level, *args): """Print a formatted message to stdout prepended by spaces. Useful for printing hierarchical information, like bullet lists. Note: If the application is running in "Silent Mode" (i.e., ``_SILENT == True``), this function will return immediately and no message will be printed. Args: log_function: The function that will be called to output the formatted message. fmt (str): A Python formatted string. level (int): Used to determing how many spaces to print. The formula is ``' ' * level ``. *args: Variable length list of arguments. Values are plugged into the format string. Examples: >>> print_level("%s %d", 0, "TEST", 0) TEST 0 >>> print_level("%s %d", 1, "TEST", 1) TEST 1 >>> print_level("%s %d", 2, "TEST", 2) TEST 2 """ if _SILENT: return msg = fmt % args spaces = ' ' * level log_function("%s%s" % (spaces, msg))
Print a formatted message to stdout prepended by spaces. Useful for printing hierarchical information, like bullet lists. Note: If the application is running in "Silent Mode" (i.e., ``_SILENT == True``), this function will return immediately and no message will be printed. Args: log_function: The function that will be called to output the formatted message. fmt (str): A Python formatted string. level (int): Used to determing how many spaces to print. The formula is ``' ' * level ``. *args: Variable length list of arguments. Values are plugged into the format string. Examples: >>> print_level("%s %d", 0, "TEST", 0) TEST 0 >>> print_level("%s %d", 1, "TEST", 1) TEST 1 >>> print_level("%s %d", 2, "TEST", 2) TEST 2
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def print_fatal_results(results, level=0): """Print fatal errors that occurred during validation runs. """ print_level(logger.critical, _RED + "[X] Fatal Error: %s", level, results.error)
Print fatal errors that occurred during validation runs.
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def print_schema_results(results, level=0): """Print JSON Schema validation errors to stdout. Args: results: An instance of ObjectValidationResults. level: The level at which to print the results. """ for error in results.errors: print_level(logger.error, _RED + "[X] %s", level, error)
Print JSON Schema validation errors to stdout. Args: results: An instance of ObjectValidationResults. level: The level at which to print the results.
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def print_warning_results(results, level=0): """Print warning messages found during validation. """ marker = _YELLOW + "[!] " for warning in results.warnings: print_level(logger.warning, marker + "Warning: %s", level, warning)
Print warning messages found during validation.
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def print_results_header(identifier, is_valid): """Print a header for the results of either a file or an object. """ print_horizontal_rule() print_level(logger.info, "[-] Results for: %s", 0, identifier) if is_valid: marker = _GREEN + "[+]" verdict = "Valid" log_func = logger.info else: marker = _RED + "[X]" verdict = "Invalid" log_func = logger.error print_level(log_func, "%s STIX JSON: %s", 0, marker, verdict)
Print a header for the results of either a file or an object.
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def print_object_results(obj_result): """Print the results of validating an object. Args: obj_result: An ObjectValidationResults instance. """ print_results_header(obj_result.object_id, obj_result.is_valid) if obj_result.warnings: print_warning_results(obj_result, 1) if obj_result.errors: print_schema_results(obj_result, 1)
Print the results of validating an object. Args: obj_result: An ObjectValidationResults instance.
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def print_file_results(file_result): """Print the results of validating a file. Args: file_result: A FileValidationResults instance. """ print_results_header(file_result.filepath, file_result.is_valid) for object_result in file_result.object_results: if object_result.warnings: print_warning_results(object_result, 1) if object_result.errors: print_schema_results(object_result, 1) if file_result.fatal: print_fatal_results(file_result.fatal, 1)
Print the results of validating a file. Args: file_result: A FileValidationResults instance.
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def print_results(results): """Print `results` (the results of validation) to stdout. Args: results: A list of FileValidationResults or ObjectValidationResults instances. """ if not isinstance(results, list): results = [results] for r in results: try: r.log() except AttributeError: raise ValueError('Argument to print_results() must be a list of ' 'FileValidationResults or ObjectValidationResults.')
Print `results` (the results of validation) to stdout. Args: results: A list of FileValidationResults or ObjectValidationResults instances.
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def vocab_encryption_algo(instance): """Ensure file objects' 'encryption_algorithm' property is from the encryption-algo-ov vocabulary. """ for key, obj in instance['objects'].items(): if 'type' in obj and obj['type'] == 'file': try: enc_algo = obj['encryption_algorithm'] except KeyError: continue if enc_algo not in enums.ENCRYPTION_ALGO_OV: yield JSONError("Object '%s' has an 'encryption_algorithm' of " "'%s', which is not a value in the " "encryption-algo-ov vocabulary." % (key, enc_algo), instance['id'], 'encryption-algo')
Ensure file objects' 'encryption_algorithm' property is from the encryption-algo-ov vocabulary.
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def enforce_relationship_refs(instance): """Ensures that all SDOs being referenced by the SRO are contained within the same bundle""" if instance['type'] != 'bundle' or 'objects' not in instance: return rel_references = set() """Find and store all ids""" for obj in instance['objects']: if obj['type'] != 'relationship': rel_references.add(obj['id']) """Check if id has been encountered""" for obj in instance['objects']: if obj['type'] == 'relationship': if obj['source_ref'] not in rel_references: yield JSONError("Relationship object %s makes reference to %s " "Which is not found in current bundle " % (obj['id'], obj['source_ref']), 'enforce-relationship-refs') if obj['target_ref'] not in rel_references: yield JSONError("Relationship object %s makes reference to %s " "Which is not found in current bundle " % (obj['id'], obj['target_ref']), 'enforce-relationship-refs')
Ensures that all SDOs being referenced by the SRO are contained within the same bundle
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def timestamp_compare(instance): """Ensure timestamp properties with a comparison requirement are valid. E.g. `modified` must be later or equal to `created`. """ compares = [('modified', 'ge', 'created')] additional_compares = enums.TIMESTAMP_COMPARE.get(instance.get('type', ''), []) compares.extend(additional_compares) for first, op, second in compares: comp = getattr(operator, op) comp_str = get_comparison_string(op) if first in instance and second in instance and \ not comp(instance[first], instance[second]): msg = "'%s' (%s) must be %s '%s' (%s)" yield JSONError(msg % (first, instance[first], comp_str, second, instance[second]), instance['id'])
Ensure timestamp properties with a comparison requirement are valid. E.g. `modified` must be later or equal to `created`.
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def observable_timestamp_compare(instance): """Ensure cyber observable timestamp properties with a comparison requirement are valid. """ for key, obj in instance['objects'].items(): compares = enums.TIMESTAMP_COMPARE_OBSERVABLE.get(obj.get('type', ''), []) print(compares) for first, op, second in compares: comp = getattr(operator, op) comp_str = get_comparison_string(op) if first in obj and second in obj and \ not comp(obj[first], obj[second]): msg = "In object '%s', '%s' (%s) must be %s '%s' (%s)" yield JSONError(msg % (key, first, obj[first], comp_str, second, obj[second]), instance['id'])
Ensure cyber observable timestamp properties with a comparison requirement are valid.
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def language_contents(instance): """Ensure keys in Language Content's 'contents' dictionary are valid language codes, and that the keys in the sub-dictionaries match the rules for object property names. """ if instance['type'] != 'language-content' or 'contents' not in instance: return for key, value in instance['contents'].items(): if key not in enums.LANG_CODES: yield JSONError("Invalid key '%s' in 'contents' property must be" " an RFC 5646 code" % key, instance['id']) for subkey, subvalue in value.items(): if not PROPERTY_FORMAT_RE.match(subkey): yield JSONError("'%s' in '%s' of the 'contents' property is " "invalid and must match a valid property name" % (subkey, key), instance['id'], 'observable-dictionary-keys')
Ensure keys in Language Content's 'contents' dictionary are valid language codes, and that the keys in the sub-dictionaries match the rules for object property names.
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def list_musts(options): """Construct the list of 'MUST' validators to be run by the validator. """ validator_list = [ timestamp, timestamp_compare, observable_timestamp_compare, object_marking_circular_refs, granular_markings_circular_refs, marking_selector_syntax, observable_object_references, artifact_mime_type, character_set, language, software_language, patterns, language_contents, ] # --strict-types if options.strict_types: validator_list.append(types_strict) # --strict-properties if options.strict_properties: validator_list.append(properties_strict) return validator_list
Construct the list of 'MUST' validators to be run by the validator.
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def get_code(results): """Determines the exit status code to be returned from a script by inspecting the results returned from validating file(s). Status codes are binary OR'd together, so exit codes can communicate multiple error conditions. """ status = EXIT_SUCCESS for file_result in results: error = any(object_result.errors for object_result in file_result.object_results) fatal = file_result.fatal if error: status |= EXIT_SCHEMA_INVALID if fatal: status |= EXIT_VALIDATION_ERROR return status
Determines the exit status code to be returned from a script by inspecting the results returned from validating file(s). Status codes are binary OR'd together, so exit codes can communicate multiple error conditions.
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def parse_args(cmd_args, is_script=False): """Parses a list of command line arguments into a ValidationOptions object. Args: cmd_args (list of str): The list of command line arguments to be parsed. is_script: Whether the arguments are intended for use in a stand-alone script or imported into another tool. Returns: Instance of ``ValidationOptions`` """ parser = argparse.ArgumentParser( description=__doc__, formatter_class=NewlinesHelpFormatter, epilog=CODES_TABLE ) # Input options if is_script: parser.add_argument( "files", metavar="FILES", nargs="*", default=sys.stdin, help="A whitespace separated list of STIX files or directories of " "STIX files to validate. If none given, stdin will be used." ) parser.add_argument( "-r", "--recursive", dest="recursive", action="store_true", default=True, help="Recursively descend into input directories." ) parser.add_argument( "-s", "--schemas", dest="schema_dir", help="Custom schema directory. If provided, input will be validated " "against these schemas in addition to the STIX schemas bundled " "with this script." ) parser.add_argument( "--version", dest="version", default=DEFAULT_VER, help="The version of the STIX specification to validate against (e.g. " "\"2.0\")." ) # Output options parser.add_argument( "-v", "--verbose", dest="verbose", action="store_true", default=False, help="Print informational notes and more verbose error messages." ) parser.add_argument( "-q", "--silent", dest="silent", action="store_true", default=False, help="Silence all output to stdout." ) parser.add_argument( "-d", "--disable", "--ignore", dest="disabled", default="", help="A comma-separated list of recommended best practice checks to " "skip. By default, no checks are disabled. \n\n" "Example: --disable 202,210" ) parser.add_argument( "-e", "--enable", "--select", dest="enabled", default="", help="A comma-separated list of recommended best practice checks to " "enable. If the --disable option is not used, no other checks " "will be run. By default, all checks are enabled.\n\n" "Example: --enable 218" ) parser.add_argument( "--strict", dest="strict", action="store_true", default=False, help="Treat warnings as errors and fail validation if any are found." ) parser.add_argument( "--strict-types", dest="strict_types", action="store_true", default=False, help="Ensure that no custom object types are used, only those defined" " in the STIX specification." ) parser.add_argument( "--strict-properties", dest="strict_properties", action="store_true", default=False, help="Ensure that no custom properties are used, only those defined" " in the STIX specification." ) parser.add_argument( "--no-cache", dest="no_cache", action="store_true", default=False, help="Disable the caching of external source values." ) parser.add_argument( "--refresh-cache", dest="refresh_cache", action="store_true", default=False, help="Clears the cache of external source values, then " "during validation downloads them again." ) parser.add_argument( "--clear-cache", dest="clear_cache", action="store_true", default=False, help="Clear the cache of external source values after validation." ) parser.add_argument( "--enforce-refs", dest="enforce_refs", action="store_true", default=False, help="Ensures that all SDOs being referenced by SROs are contained " "within the same bundle." ) args = parser.parse_args(cmd_args) if not is_script: args.files = "" if not args.version: args.version = DEFAULT_VER return ValidationOptions(args)
Parses a list of command line arguments into a ValidationOptions object. Args: cmd_args (list of str): The list of command line arguments to be parsed. is_script: Whether the arguments are intended for use in a stand-alone script or imported into another tool. Returns: Instance of ``ValidationOptions``
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def cyber_observable_check(original_function): """Decorator for functions that require cyber observable data. """ def new_function(*args, **kwargs): if not has_cyber_observable_data(args[0]): return func = original_function(*args, **kwargs) if isinstance(func, Iterable): for x in original_function(*args, **kwargs): yield x new_function.__name__ = original_function.__name__ return new_function
Decorator for functions that require cyber observable data.
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def init_requests_cache(refresh_cache=False): """ Initializes a cache which the ``requests`` library will consult for responses, before making network requests. :param refresh_cache: Whether the cache should be cleared out """ # Cache data from external sources; used in some checks dirs = AppDirs("stix2-validator", "OASIS") # Create cache dir if doesn't exist try: os.makedirs(dirs.user_cache_dir) except OSError as e: if e.errno != errno.EEXIST: raise requests_cache.install_cache( cache_name=os.path.join(dirs.user_cache_dir, 'py{}cache'.format( sys.version_info[0])), expire_after=datetime.timedelta(weeks=1)) if refresh_cache: clear_requests_cache()
Initializes a cache which the ``requests`` library will consult for responses, before making network requests. :param refresh_cache: Whether the cache should be cleared out
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def render_tag(self, context, kwargs, nodelist): '''render content with "active" urls logic''' # load configuration from passed options self.load_configuration(**kwargs) # get request from context request = context['request'] # get full path from request self.full_path = request.get_full_path() # render content of template tag context.push() content = nodelist.render(context) context.pop() # check content for "active" urls content = render_content( content, full_path=self.full_path, parent_tag=self.parent_tag, css_class=self.css_class, menu=self.menu, ignore_params=self.ignore_params, ) return content
render content with "active" urls logic
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def parse(self, parser): '''parse content of extension''' # line number of token that started the tag lineno = next(parser.stream).lineno # template context context = nodes.ContextReference() # parse keyword arguments kwargs = [] while parser.stream.look().type == lexer.TOKEN_ASSIGN: key = parser.stream.expect(lexer.TOKEN_NAME) next(parser.stream) kwargs.append( nodes.Keyword(key.value, parser.parse_expression()), ) parser.stream.skip_if('comma') # parse content of the activeurl block up to endactiveurl body = parser.parse_statements(['name:endactiveurl'], drop_needle=True) args = [context] call_method = self.call_method( 'render_tag', args=args, kwargs=kwargs, ) return nodes.CallBlock(call_method, [], [], body).set_lineno(lineno)
parse content of extension
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def render_tag(self, context, caller, **kwargs): '''render content with "active" urls logic''' # load configuration from passed options self.load_configuration(**kwargs) # get request from context request = context['request'] # get full path from request self.full_path = request.get_full_path() # render content of extension content = caller() # check content for "active" urls content = render_content( content, full_path=self.full_path, parent_tag=self.parent_tag, css_class=self.css_class, menu=self.menu, ignore_params=self.ignore_params, ) return content
render content with "active" urls logic
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def get_cache_key(content, **kwargs): '''generate cache key''' cache_key = '' for key in sorted(kwargs.keys()): cache_key = '{cache_key}.{key}:{value}'.format( cache_key=cache_key, key=key, value=kwargs[key], ) cache_key = '{content}{cache_key}'.format( content=content, cache_key=cache_key, ) # fix for non ascii symbols, ensure encoding, python3 hashlib fix cache_key = cache_key.encode('utf-8', 'ignore') cache_key = md5(cache_key).hexdigest() cache_key = '{prefix}.{version}.{language}.{cache_key}'.format( prefix=settings.ACTIVE_URL_CACHE_PREFIX, version=__version__, language=get_language(), cache_key=cache_key ) return cache_key
generate cache key
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def yesno_to_bool(value, varname): """Return True/False from "yes"/"no". :param value: template keyword argument value :type value: string :param varname: name of the variable, for use on exception raising :type varname: string :raises: :exc:`ImproperlyConfigured` Django > 1.5 template boolean/None variables feature. """ if isinstance(value, bool): if value: value = 'yes' else: value = 'no' elif value is None: value = 'no' # check value configuration, set boolean value if value.lower() in ('yes', 'true'): value = True elif value.lower() in ('no', 'false'): value = False else: raise ImproperlyConfigured( 'activeurl: malformed param value for %s' % varname ) return value
Return True/False from "yes"/"no". :param value: template keyword argument value :type value: string :param varname: name of the variable, for use on exception raising :type varname: string :raises: :exc:`ImproperlyConfigured` Django > 1.5 template boolean/None variables feature.
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def check_active(url, element, **kwargs): '''check "active" url, apply css_class''' menu = yesno_to_bool(kwargs['menu'], 'menu') ignore_params = yesno_to_bool(kwargs['ignore_params'], 'ignore_params') # check missing href parameter if not url.attrib.get('href', None) is None: # get href attribute href = url.attrib['href'].strip() # href="#" is often used when links shouldn't be handled by browsers. # For example, Bootstrap uses this for expandable menus on # small screens, see # https://getbootstrap.com/docs/4.0/components/navs/#using-dropdowns if href == '#': return False # split into urlparse object href = urlparse.urlsplit(href) # cut off hashtag (anchor) href = href._replace(fragment='') # cut off get params (?key=var&etc=var2) if ignore_params: href = href._replace(query='') kwargs['full_path'] = urlparse.urlunsplit( urlparse.urlsplit( kwargs['full_path'] )._replace(query='') ) # build urlparse object back into string href = urlparse.urlunsplit(href) # check empty href if href == '': # replace href with current location href = kwargs['full_path'] # compare full_path with href according to menu configuration if menu: # try mark "root" (/) url as "active", in equals way if href == '/' == kwargs['full_path']: logic = True # skip "root" (/) url, otherwise it will be always "active" elif href != '/': # start with logic logic = ( kwargs['full_path'].startswith(href) or # maybe an urlquoted href was supplied urlquote(kwargs['full_path']).startswith(href) or kwargs['full_path'].startswith(urlquote(href)) ) else: logic = False else: # equals logic logic = ( kwargs['full_path'] == href or # maybe an urlquoted href was supplied urlquote(kwargs['full_path']) == href or kwargs['full_path'] == urlquote(href) ) # "active" url found if logic: # check parent tag has "class" attribute or it is empty if element.attrib.get('class'): # prevent multiple "class" attribute adding if kwargs['css_class'] not in element.attrib['class']: # append "active" class element.attrib['class'] += ' {css_class}'.format( css_class=kwargs['css_class'], ) else: # create or set (if empty) "class" attribute element.attrib['class'] = kwargs['css_class'] return True # no "active" urls found return False
check "active" url, apply css_class
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def check_content(content, **kwargs): '''check content for "active" urls''' # valid html root tag try: # render elements tree from content tree = fragment_fromstring(content) # flag for prevent content rerendering, when no "active" urls found processed = False # django > 1.5 template boolean\None variables feature if isinstance(kwargs['parent_tag'], bool): if not kwargs['parent_tag']: kwargs['parent_tag'] = 'self' else: raise ImproperlyConfigured(''' parent_tag=True is not allowed ''') elif kwargs['parent_tag'] is None: kwargs['parent_tag'] = 'self' # if parent_tag is False\None\''\a\self # "active" status will be applied directly to "<a>" if kwargs['parent_tag'].lower() in ('a', 'self', ''): # xpath query to get all "<a>" urls = tree.xpath('.//a') # check "active" status for all urls for url in urls: if check_active(url, url, **kwargs): # mark flag for rerendering content processed = True # otherwise css_class must be applied to parent_tag else: # xpath query to get all parent tags elements = tree.xpath('.//{parent_tag}'.format( parent_tag=kwargs['parent_tag'], )) # check all elements for "active" "<a>" for element in elements: # xpath query to get all "<a>" urls = element.xpath('.//a') # check "active" status for all urls for url in urls: if check_active(url, element, **kwargs): # flag for rerendering content tree processed = True # stop checking other "<a>" break # do not rerender content if no "active" urls found if processed: # render content from tree return tostring(tree, encoding='unicode') # not valid html root tag except ParserError: # raise an exception with configuration example raise ImproperlyConfigured(''' content of {% activeurl %} must have valid html root tag for example {% activeurl %} <ul> <li> <a href="/page/">page</a> </li> <li> <a href="/other_page/">other_page</a> </li> </ul> {% endactiveurl %} in this case <ul> is valid content root tag ''') return content
check content for "active" urls
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def render_content(content, **kwargs): '''check content for "active" urls, store results to django cache''' # try to take pre rendered content from django cache, if caching is enabled if settings.ACTIVE_URL_CACHE: cache_key = get_cache_key(content, **kwargs) # get cached content from django cache backend from_cache = cache.get(cache_key) # return pre rendered content if it exist in cache if from_cache is not None: return from_cache # render content with "active" logic content = check_content(content, **kwargs) # write rendered content to django cache backend, if caching is enabled if settings.ACTIVE_URL_CACHE: cache.set(cache_key, content, settings.ACTIVE_URL_CACHE_TIMEOUT) return content
check content for "active" urls, store results to django cache
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def load_configuration(self, **kwargs): '''load configuration, merge with default settings''' # update passed arguments with default values for key in settings.ACTIVE_URL_KWARGS: kwargs.setdefault(key, settings.ACTIVE_URL_KWARGS[key]) # "active" html tag css class self.css_class = kwargs['css_class'] # "active" html tag self.parent_tag = kwargs['parent_tag'] # flipper for menu support self.menu = kwargs['menu'] # whether to ignore / chomp get_params self.ignore_params = kwargs['ignore_params']
load configuration, merge with default settings
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def _parse_response(response, clazz, is_list=False, resource_name=None): """Parse a Marathon response into an object or list of objects.""" target = response.json()[ resource_name] if resource_name else response.json() if is_list: return [clazz.from_json(resource) for resource in target] else: return clazz.from_json(target)
Parse a Marathon response into an object or list of objects.
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def _do_request(self, method, path, params=None, data=None): """Query Marathon server.""" headers = { 'Content-Type': 'application/json', 'Accept': 'application/json'} if self.auth_token: headers['Authorization'] = "token={}".format(self.auth_token) response = None servers = list(self.servers) while servers and response is None: server = servers.pop(0) url = ''.join([server.rstrip('/'), path]) try: response = self.session.request( method, url, params=params, data=data, headers=headers, auth=self.auth, timeout=self.timeout, verify=self.verify) marathon.log.info('Got response from %s', server) except requests.exceptions.RequestException as e: marathon.log.error( 'Error while calling %s: %s', url, str(e)) if response is None: raise NoResponseError('No remaining Marathon servers to try') if response.status_code >= 500: marathon.log.error('Got HTTP {code}: {body}'.format( code=response.status_code, body=response.text.encode('utf-8'))) raise InternalServerError(response) elif response.status_code >= 400: marathon.log.error('Got HTTP {code}: {body}'.format( code=response.status_code, body=response.text.encode('utf-8'))) if response.status_code == 404: raise NotFoundError(response) elif response.status_code == 409: raise ConflictError(response) else: raise MarathonHttpError(response) elif response.status_code >= 300: marathon.log.warn('Got HTTP {code}: {body}'.format( code=response.status_code, body=response.text.encode('utf-8'))) else: marathon.log.debug('Got HTTP {code}: {body}'.format( code=response.status_code, body=response.text.encode('utf-8'))) return response
Query Marathon server.
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def _do_sse_request(self, path, params=None): """Query Marathon server for events.""" urls = [''.join([server.rstrip('/'), path]) for server in self.servers] while urls: url = urls.pop() try: # Requests does not set the original Authorization header on cross origin # redirects. If set allow_redirects=True we may get a 401 response. response = self.sse_session.get( url, params=params, stream=True, headers={'Accept': 'text/event-stream'}, auth=self.auth, verify=self.verify, allow_redirects=False ) except Exception as e: marathon.log.error( 'Error while calling %s: %s', url, e.message) else: if response.is_redirect and response.next: urls.append(response.next.url) marathon.log.debug("Got redirect to {}".format(response.next.url)) elif response.ok: return response.iter_lines() raise MarathonError('No remaining Marathon servers to try')
Query Marathon server for events.
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def create_app(self, app_id, app, minimal=True): """Create and start an app. :param str app_id: application ID :param :class:`marathon.models.app.MarathonApp` app: the application to create :param bool minimal: ignore nulls and empty collections :returns: the created app (on success) :rtype: :class:`marathon.models.app.MarathonApp` or False """ app.id = app_id data = app.to_json(minimal=minimal) response = self._do_request('POST', '/v2/apps', data=data) if response.status_code == 201: return self._parse_response(response, MarathonApp) else: return False
Create and start an app. :param str app_id: application ID :param :class:`marathon.models.app.MarathonApp` app: the application to create :param bool minimal: ignore nulls and empty collections :returns: the created app (on success) :rtype: :class:`marathon.models.app.MarathonApp` or False
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def list_apps(self, cmd=None, embed_tasks=False, embed_counts=False, embed_deployments=False, embed_readiness=False, embed_last_task_failure=False, embed_failures=False, embed_task_stats=False, app_id=None, label=None, **kwargs): """List all apps. :param str cmd: if passed, only show apps with a matching `cmd` :param bool embed_tasks: embed tasks in result :param bool embed_counts: embed all task counts :param bool embed_deployments: embed all deployment identifier :param bool embed_readiness: embed all readiness check results :param bool embed_last_task_failure: embeds the last task failure :param bool embed_failures: shorthand for embed_last_task_failure :param bool embed_task_stats: embed task stats in result :param str app_id: if passed, only show apps with an 'id' that matches or contains this value :param str label: if passed, only show apps with the selected labels :param kwargs: arbitrary search filters :returns: list of applications :rtype: list[:class:`marathon.models.app.MarathonApp`] """ params = {} if cmd: params['cmd'] = cmd if app_id: params['id'] = app_id if label: params['label'] = label embed_params = { 'app.tasks': embed_tasks, 'app.counts': embed_counts, 'app.deployments': embed_deployments, 'app.readiness': embed_readiness, 'app.lastTaskFailure': embed_last_task_failure, 'app.failures': embed_failures, 'app.taskStats': embed_task_stats } filtered_embed_params = [k for (k, v) in embed_params.items() if v] if filtered_embed_params: params['embed'] = filtered_embed_params response = self._do_request('GET', '/v2/apps', params=params) apps = self._parse_response( response, MarathonApp, is_list=True, resource_name='apps') for k, v in kwargs.items(): apps = [o for o in apps if getattr(o, k) == v] return apps
List all apps. :param str cmd: if passed, only show apps with a matching `cmd` :param bool embed_tasks: embed tasks in result :param bool embed_counts: embed all task counts :param bool embed_deployments: embed all deployment identifier :param bool embed_readiness: embed all readiness check results :param bool embed_last_task_failure: embeds the last task failure :param bool embed_failures: shorthand for embed_last_task_failure :param bool embed_task_stats: embed task stats in result :param str app_id: if passed, only show apps with an 'id' that matches or contains this value :param str label: if passed, only show apps with the selected labels :param kwargs: arbitrary search filters :returns: list of applications :rtype: list[:class:`marathon.models.app.MarathonApp`]
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def get_app(self, app_id, embed_tasks=False, embed_counts=False, embed_deployments=False, embed_readiness=False, embed_last_task_failure=False, embed_failures=False, embed_task_stats=False): """Get a single app. :param str app_id: application ID :param bool embed_tasks: embed tasks in result :param bool embed_counts: embed all task counts :param bool embed_deployments: embed all deployment identifier :param bool embed_readiness: embed all readiness check results :param bool embed_last_task_failure: embeds the last task failure :param bool embed_failures: shorthand for embed_last_task_failure :param bool embed_task_stats: embed task stats in result :returns: application :rtype: :class:`marathon.models.app.MarathonApp` """ params = {} embed_params = { 'app.tasks': embed_tasks, 'app.counts': embed_counts, 'app.deployments': embed_deployments, 'app.readiness': embed_readiness, 'app.lastTaskFailure': embed_last_task_failure, 'app.failures': embed_failures, 'app.taskStats': embed_task_stats } filtered_embed_params = [k for (k, v) in embed_params.items() if v] if filtered_embed_params: params['embed'] = filtered_embed_params response = self._do_request( 'GET', '/v2/apps/{app_id}'.format(app_id=app_id), params=params) return self._parse_response(response, MarathonApp, resource_name='app')
Get a single app. :param str app_id: application ID :param bool embed_tasks: embed tasks in result :param bool embed_counts: embed all task counts :param bool embed_deployments: embed all deployment identifier :param bool embed_readiness: embed all readiness check results :param bool embed_last_task_failure: embeds the last task failure :param bool embed_failures: shorthand for embed_last_task_failure :param bool embed_task_stats: embed task stats in result :returns: application :rtype: :class:`marathon.models.app.MarathonApp`
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def update_app(self, app_id, app, force=False, minimal=True): """Update an app. Applies writable settings in `app` to `app_id` Note: this method can not be used to rename apps. :param str app_id: target application ID :param app: application settings :type app: :class:`marathon.models.app.MarathonApp` :param bool force: apply even if a deployment is in progress :param bool minimal: ignore nulls and empty collections :returns: a dict containing the deployment id and version :rtype: dict """ # Changes won't take if version is set - blank it for convenience app.version = None params = {'force': force} data = app.to_json(minimal=minimal) response = self._do_request( 'PUT', '/v2/apps/{app_id}'.format(app_id=app_id), params=params, data=data) return response.json()
Update an app. Applies writable settings in `app` to `app_id` Note: this method can not be used to rename apps. :param str app_id: target application ID :param app: application settings :type app: :class:`marathon.models.app.MarathonApp` :param bool force: apply even if a deployment is in progress :param bool minimal: ignore nulls and empty collections :returns: a dict containing the deployment id and version :rtype: dict
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def update_apps(self, apps, force=False, minimal=True): """Update multiple apps. Applies writable settings in elements of apps either by upgrading existing ones or creating new ones :param apps: sequence of application settings :param bool force: apply even if a deployment is in progress :param bool minimal: ignore nulls and empty collections :returns: a dict containing the deployment id and version :rtype: dict """ json_repr_apps = [] for app in apps: # Changes won't take if version is set - blank it for convenience app.version = None json_repr_apps.append(app.json_repr(minimal=minimal)) params = {'force': force} encoder = MarathonMinimalJsonEncoder if minimal else MarathonJsonEncoder data = json.dumps(json_repr_apps, cls=encoder, sort_keys=True) response = self._do_request( 'PUT', '/v2/apps', params=params, data=data) return response.json()
Update multiple apps. Applies writable settings in elements of apps either by upgrading existing ones or creating new ones :param apps: sequence of application settings :param bool force: apply even if a deployment is in progress :param bool minimal: ignore nulls and empty collections :returns: a dict containing the deployment id and version :rtype: dict
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def rollback_app(self, app_id, version, force=False): """Roll an app back to a previous version. :param str app_id: application ID :param str version: application version :param bool force: apply even if a deployment is in progress :returns: a dict containing the deployment id and version :rtype: dict """ params = {'force': force} data = json.dumps({'version': version}) response = self._do_request( 'PUT', '/v2/apps/{app_id}'.format(app_id=app_id), params=params, data=data) return response.json()
Roll an app back to a previous version. :param str app_id: application ID :param str version: application version :param bool force: apply even if a deployment is in progress :returns: a dict containing the deployment id and version :rtype: dict
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def delete_app(self, app_id, force=False): """Stop and destroy an app. :param str app_id: application ID :param bool force: apply even if a deployment is in progress :returns: a dict containing the deployment id and version :rtype: dict """ params = {'force': force} response = self._do_request( 'DELETE', '/v2/apps/{app_id}'.format(app_id=app_id), params=params) return response.json()
Stop and destroy an app. :param str app_id: application ID :param bool force: apply even if a deployment is in progress :returns: a dict containing the deployment id and version :rtype: dict
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def scale_app(self, app_id, instances=None, delta=None, force=False): """Scale an app. Scale an app to a target number of instances (with `instances`), or scale the number of instances up or down by some delta (`delta`). If the resulting number of instances would be negative, desired instances will be set to zero. If both `instances` and `delta` are passed, use `instances`. :param str app_id: application ID :param int instances: [optional] the number of instances to scale to :param int delta: [optional] the number of instances to scale up or down by :param bool force: apply even if a deployment is in progress :returns: a dict containing the deployment id and version :rtype: dict """ if instances is None and delta is None: marathon.log.error('instances or delta must be passed') return try: app = self.get_app(app_id) except NotFoundError: marathon.log.error('App "{app}" not found'.format(app=app_id)) return desired = instances if instances is not None else ( app.instances + delta) return self.update_app(app.id, MarathonApp(instances=desired), force=force)
Scale an app. Scale an app to a target number of instances (with `instances`), or scale the number of instances up or down by some delta (`delta`). If the resulting number of instances would be negative, desired instances will be set to zero. If both `instances` and `delta` are passed, use `instances`. :param str app_id: application ID :param int instances: [optional] the number of instances to scale to :param int delta: [optional] the number of instances to scale up or down by :param bool force: apply even if a deployment is in progress :returns: a dict containing the deployment id and version :rtype: dict
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def create_group(self, group): """Create and start a group. :param :class:`marathon.models.group.MarathonGroup` group: the group to create :returns: success :rtype: dict containing the version ID """ data = group.to_json() response = self._do_request('POST', '/v2/groups', data=data) return response.json()
Create and start a group. :param :class:`marathon.models.group.MarathonGroup` group: the group to create :returns: success :rtype: dict containing the version ID
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def list_groups(self, **kwargs): """List all groups. :param kwargs: arbitrary search filters :returns: list of groups :rtype: list[:class:`marathon.models.group.MarathonGroup`] """ response = self._do_request('GET', '/v2/groups') groups = self._parse_response( response, MarathonGroup, is_list=True, resource_name='groups') for k, v in kwargs.items(): groups = [o for o in groups if getattr(o, k) == v] return groups
List all groups. :param kwargs: arbitrary search filters :returns: list of groups :rtype: list[:class:`marathon.models.group.MarathonGroup`]
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def get_group(self, group_id): """Get a single group. :param str group_id: group ID :returns: group :rtype: :class:`marathon.models.group.MarathonGroup` """ response = self._do_request( 'GET', '/v2/groups/{group_id}'.format(group_id=group_id)) return self._parse_response(response, MarathonGroup)
Get a single group. :param str group_id: group ID :returns: group :rtype: :class:`marathon.models.group.MarathonGroup`
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def update_group(self, group_id, group, force=False, minimal=True): """Update a group. Applies writable settings in `group` to `group_id` Note: this method can not be used to rename groups. :param str group_id: target group ID :param group: group settings :type group: :class:`marathon.models.group.MarathonGroup` :param bool force: apply even if a deployment is in progress :param bool minimal: ignore nulls and empty collections :returns: a dict containing the deployment id and version :rtype: dict """ # Changes won't take if version is set - blank it for convenience group.version = None params = {'force': force} data = group.to_json(minimal=minimal) response = self._do_request( 'PUT', '/v2/groups/{group_id}'.format(group_id=group_id), data=data, params=params) return response.json()
Update a group. Applies writable settings in `group` to `group_id` Note: this method can not be used to rename groups. :param str group_id: target group ID :param group: group settings :type group: :class:`marathon.models.group.MarathonGroup` :param bool force: apply even if a deployment is in progress :param bool minimal: ignore nulls and empty collections :returns: a dict containing the deployment id and version :rtype: dict
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def rollback_group(self, group_id, version, force=False): """Roll a group back to a previous version. :param str group_id: group ID :param str version: group version :param bool force: apply even if a deployment is in progress :returns: a dict containing the deployment id and version :rtype: dict """ params = {'force': force} response = self._do_request( 'PUT', '/v2/groups/{group_id}/versions/{version}'.format( group_id=group_id, version=version), params=params) return response.json()
Roll a group back to a previous version. :param str group_id: group ID :param str version: group version :param bool force: apply even if a deployment is in progress :returns: a dict containing the deployment id and version :rtype: dict
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def delete_group(self, group_id, force=False): """Stop and destroy a group. :param str group_id: group ID :param bool force: apply even if a deployment is in progress :returns: a dict containing the deleted version :rtype: dict """ params = {'force': force} response = self._do_request( 'DELETE', '/v2/groups/{group_id}'.format(group_id=group_id), params=params) return response.json()
Stop and destroy a group. :param str group_id: group ID :param bool force: apply even if a deployment is in progress :returns: a dict containing the deleted version :rtype: dict
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def scale_group(self, group_id, scale_by): """Scale a group by a factor. :param str group_id: group ID :param int scale_by: factor to scale by :returns: a dict containing the deployment id and version :rtype: dict """ data = {'scaleBy': scale_by} response = self._do_request( 'PUT', '/v2/groups/{group_id}'.format(group_id=group_id), data=json.dumps(data)) return response.json()
Scale a group by a factor. :param str group_id: group ID :param int scale_by: factor to scale by :returns: a dict containing the deployment id and version :rtype: dict
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def list_tasks(self, app_id=None, **kwargs): """List running tasks, optionally filtered by app_id. :param str app_id: if passed, only show tasks for this application :param kwargs: arbitrary search filters :returns: list of tasks :rtype: list[:class:`marathon.models.task.MarathonTask`] """ response = self._do_request( 'GET', '/v2/apps/%s/tasks' % app_id if app_id else '/v2/tasks') tasks = self._parse_response( response, MarathonTask, is_list=True, resource_name='tasks') [setattr(t, 'app_id', app_id) for t in tasks if app_id and t.app_id is None] for k, v in kwargs.items(): tasks = [o for o in tasks if getattr(o, k) == v] return tasks
List running tasks, optionally filtered by app_id. :param str app_id: if passed, only show tasks for this application :param kwargs: arbitrary search filters :returns: list of tasks :rtype: list[:class:`marathon.models.task.MarathonTask`]
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def kill_given_tasks(self, task_ids, scale=False, force=None): """Kill a list of given tasks. :param list[str] task_ids: tasks to kill :param bool scale: if true, scale down the app by the number of tasks killed :param bool force: if true, ignore any current running deployments :return: True on success :rtype: bool """ params = {'scale': scale} if force is not None: params['force'] = force data = json.dumps({"ids": task_ids}) response = self._do_request( 'POST', '/v2/tasks/delete', params=params, data=data) return response == 200
Kill a list of given tasks. :param list[str] task_ids: tasks to kill :param bool scale: if true, scale down the app by the number of tasks killed :param bool force: if true, ignore any current running deployments :return: True on success :rtype: bool
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def kill_tasks(self, app_id, scale=False, wipe=False, host=None, batch_size=0, batch_delay=0): """Kill all tasks belonging to app. :param str app_id: application ID :param bool scale: if true, scale down the app by the number of tasks killed :param str host: if provided, only terminate tasks on this Mesos slave :param int batch_size: if non-zero, terminate tasks in groups of this size :param int batch_delay: time (in seconds) to wait in between batched kills. If zero, automatically determine :returns: list of killed tasks :rtype: list[:class:`marathon.models.task.MarathonTask`] """ def batch(iterable, size): sourceiter = iter(iterable) while True: batchiter = itertools.islice(sourceiter, size) yield itertools.chain([next(batchiter)], batchiter) if batch_size == 0: # Terminate all at once params = {'scale': scale, 'wipe': wipe} if host: params['host'] = host response = self._do_request( 'DELETE', '/v2/apps/{app_id}/tasks'.format(app_id=app_id), params) # Marathon is inconsistent about what type of object it returns on the multi # task deletion endpoint, depending on the version of Marathon. See: # https://github.com/mesosphere/marathon/blob/06a6f763a75fb6d652b4f1660685ae234bd15387/src/main/scala/mesosphere/marathon/api/v2/AppTasksResource.scala#L88-L95 if "tasks" in response.json(): return self._parse_response(response, MarathonTask, is_list=True, resource_name='tasks') else: return response.json() else: # Terminate in batches tasks = self.list_tasks( app_id, host=host) if host else self.list_tasks(app_id) for tbatch in batch(tasks, batch_size): killed_tasks = [self.kill_task(app_id, t.id, scale=scale, wipe=wipe) for t in tbatch] # Pause until the tasks have been killed to avoid race # conditions killed_task_ids = set(t.id for t in killed_tasks) running_task_ids = killed_task_ids while killed_task_ids.intersection(running_task_ids): time.sleep(1) running_task_ids = set( t.id for t in self.get_app(app_id).tasks) if batch_delay == 0: # Pause until the replacement tasks are healthy desired_instances = self.get_app(app_id).instances running_instances = 0 while running_instances < desired_instances: time.sleep(1) running_instances = sum( t.started_at is None for t in self.get_app(app_id).tasks) else: time.sleep(batch_delay) return tasks
Kill all tasks belonging to app. :param str app_id: application ID :param bool scale: if true, scale down the app by the number of tasks killed :param str host: if provided, only terminate tasks on this Mesos slave :param int batch_size: if non-zero, terminate tasks in groups of this size :param int batch_delay: time (in seconds) to wait in between batched kills. If zero, automatically determine :returns: list of killed tasks :rtype: list[:class:`marathon.models.task.MarathonTask`]
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def kill_task(self, app_id, task_id, scale=False, wipe=False): """Kill a task. :param str app_id: application ID :param str task_id: the task to kill :param bool scale: if true, scale down the app by one if the task exists :returns: the killed task :rtype: :class:`marathon.models.task.MarathonTask` """ params = {'scale': scale, 'wipe': wipe} response = self._do_request('DELETE', '/v2/apps/{app_id}/tasks/{task_id}' .format(app_id=app_id, task_id=task_id), params) # Marathon is inconsistent about what type of object it returns on the multi # task deletion endpoint, depending on the version of Marathon. See: # https://github.com/mesosphere/marathon/blob/06a6f763a75fb6d652b4f1660685ae234bd15387/src/main/scala/mesosphere/marathon/api/v2/AppTasksResource.scala#L88-L95 if "task" in response.json(): return self._parse_response(response, MarathonTask, is_list=False, resource_name='task') else: return response.json()
Kill a task. :param str app_id: application ID :param str task_id: the task to kill :param bool scale: if true, scale down the app by one if the task exists :returns: the killed task :rtype: :class:`marathon.models.task.MarathonTask`
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def list_versions(self, app_id): """List the versions of an app. :param str app_id: application ID :returns: list of versions :rtype: list[str] """ response = self._do_request( 'GET', '/v2/apps/{app_id}/versions'.format(app_id=app_id)) return [version for version in response.json()['versions']]
List the versions of an app. :param str app_id: application ID :returns: list of versions :rtype: list[str]
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def get_version(self, app_id, version): """Get the configuration of an app at a specific version. :param str app_id: application ID :param str version: application version :return: application configuration :rtype: :class:`marathon.models.app.MarathonApp` """ response = self._do_request('GET', '/v2/apps/{app_id}/versions/{version}' .format(app_id=app_id, version=version)) return MarathonApp.from_json(response.json())
Get the configuration of an app at a specific version. :param str app_id: application ID :param str version: application version :return: application configuration :rtype: :class:`marathon.models.app.MarathonApp`
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def create_event_subscription(self, url): """Register a callback URL as an event subscriber. :param str url: callback URL :returns: the created event subscription :rtype: dict """ params = {'callbackUrl': url} response = self._do_request('POST', '/v2/eventSubscriptions', params) return response.json()
Register a callback URL as an event subscriber. :param str url: callback URL :returns: the created event subscription :rtype: dict
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def delete_event_subscription(self, url): """Deregister a callback URL as an event subscriber. :param str url: callback URL :returns: the deleted event subscription :rtype: dict """ params = {'callbackUrl': url} response = self._do_request('DELETE', '/v2/eventSubscriptions', params) return response.json()
Deregister a callback URL as an event subscriber. :param str url: callback URL :returns: the deleted event subscription :rtype: dict
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def list_deployments(self): """List all running deployments. :returns: list of deployments :rtype: list[:class:`marathon.models.deployment.MarathonDeployment`] """ response = self._do_request('GET', '/v2/deployments') return self._parse_response(response, MarathonDeployment, is_list=True)
List all running deployments. :returns: list of deployments :rtype: list[:class:`marathon.models.deployment.MarathonDeployment`]
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def list_queue(self, embed_last_unused_offers=False): """List all the tasks queued up or waiting to be scheduled. :returns: list of queue items :rtype: list[:class:`marathon.models.queue.MarathonQueueItem`] """ if embed_last_unused_offers: params = {'embed': 'lastUnusedOffers'} else: params = {} response = self._do_request('GET', '/v2/queue', params=params) return self._parse_response(response, MarathonQueueItem, is_list=True, resource_name='queue')
List all the tasks queued up or waiting to be scheduled. :returns: list of queue items :rtype: list[:class:`marathon.models.queue.MarathonQueueItem`]
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def delete_deployment(self, deployment_id, force=False): """Cancel a deployment. :param str deployment_id: deployment id :param bool force: if true, don't create a rollback deployment to restore the previous configuration :returns: a dict containing the deployment id and version (empty dict if force=True) :rtype: dict """ if force: params = {'force': True} self._do_request('DELETE', '/v2/deployments/{deployment}'.format( deployment=deployment_id), params=params) # Successful DELETE with ?force=true returns empty text (and status # code 202). Client code should poll until deployment is removed. return {} else: response = self._do_request( 'DELETE', '/v2/deployments/{deployment}'.format(deployment=deployment_id)) return response.json()
Cancel a deployment. :param str deployment_id: deployment id :param bool force: if true, don't create a rollback deployment to restore the previous configuration :returns: a dict containing the deployment id and version (empty dict if force=True) :rtype: dict
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def event_stream(self, raw=False, event_types=None): """Polls event bus using /v2/events :param bool raw: if true, yield raw event text, else yield MarathonEvent object :param event_types: a list of event types to consume :type event_types: list[type] or list[str] :returns: iterator with events :rtype: iterator """ ef = EventFactory() params = { 'event_type': [ EventFactory.class_to_event[et] if isinstance( et, type) and issubclass(et, MarathonEvent) else et for et in event_types or [] ] } for raw_message in self._do_sse_request('/v2/events', params=params): try: _data = raw_message.decode('utf8').split(':', 1) if _data[0] == 'data': if raw: yield _data[1] else: event_data = json.loads(_data[1].strip()) if 'eventType' not in event_data: raise MarathonError('Invalid event data received.') yield ef.process(event_data) except ValueError: raise MarathonError('Invalid event data received.')
Polls event bus using /v2/events :param bool raw: if true, yield raw event text, else yield MarathonEvent object :param event_types: a list of event types to consume :type event_types: list[type] or list[str] :returns: iterator with events :rtype: iterator
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def assert_valid_path(path): """Checks if a path is a correct format that Marathon expects. Raises ValueError if not valid. :param str path: The app id. :rtype: str """ if path is None: return # As seen in: # https://github.com/mesosphere/marathon/blob/0c11661ca2f259f8a903d114ef79023649a6f04b/src/main/scala/mesosphere/marathon/state/PathId.scala#L71 for id in filter(None, path.strip('/').split('/')): if not ID_PATTERN.match(id): raise ValueError( 'invalid path (allowed: lowercase letters, digits, hyphen, "/", ".", ".."): %r' % path) return path
Checks if a path is a correct format that Marathon expects. Raises ValueError if not valid. :param str path: The app id. :rtype: str
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def assert_valid_id(id): """Checks if an id is the correct format that Marathon expects. Raises ValueError if not valid. :param str id: App or group id. :rtype: str """ if id is None: return if not ID_PATTERN.match(id.strip('/')): raise ValueError( 'invalid id (allowed: lowercase letters, digits, hyphen, ".", ".."): %r' % id) return id
Checks if an id is the correct format that Marathon expects. Raises ValueError if not valid. :param str id: App or group id. :rtype: str
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def json_repr(self, minimal=False): """Construct a JSON-friendly representation of the object. :param bool minimal: Construct a minimal representation of the object (ignore nulls and empty collections) :rtype: dict """ if minimal: return {to_camel_case(k): v for k, v in vars(self).items() if (v or v is False or v == 0)} else: return {to_camel_case(k): v for k, v in vars(self).items()}
Construct a JSON-friendly representation of the object. :param bool minimal: Construct a minimal representation of the object (ignore nulls and empty collections) :rtype: dict
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def from_json(cls, attributes): """Construct an object from a parsed response. :param dict attributes: object attributes from parsed response """ return cls(**{to_snake_case(k): v for k, v in attributes.items()})
Construct an object from a parsed response. :param dict attributes: object attributes from parsed response
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def to_json(self, minimal=True): """Encode an object as a JSON string. :param bool minimal: Construct a minimal representation of the object (ignore nulls and empty collections) :rtype: str """ if minimal: return json.dumps(self.json_repr(minimal=True), cls=MarathonMinimalJsonEncoder, sort_keys=True) else: return json.dumps(self.json_repr(), cls=MarathonJsonEncoder, sort_keys=True)
Encode an object as a JSON string. :param bool minimal: Construct a minimal representation of the object (ignore nulls and empty collections) :rtype: str
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def json_repr(self, minimal=False): """Construct a JSON-friendly representation of the object. :param bool minimal: [ignored] :rtype: list """ if self.value: return [self.field, self.operator, self.value] else: return [self.field, self.operator]
Construct a JSON-friendly representation of the object. :param bool minimal: [ignored] :rtype: list
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def from_json(cls, obj): """Construct a MarathonConstraint from a parsed response. :param dict attributes: object attributes from parsed response :rtype: :class:`MarathonConstraint` """ if len(obj) == 2: (field, operator) = obj return cls(field, operator) if len(obj) > 2: (field, operator, value) = obj return cls(field, operator, value)
Construct a MarathonConstraint from a parsed response. :param dict attributes: object attributes from parsed response :rtype: :class:`MarathonConstraint`
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def from_string(cls, constraint): """ :param str constraint: The string representation of a constraint :rtype: :class:`MarathonConstraint` """ obj = constraint.split(':') marathon_constraint = cls.from_json(obj) if marathon_constraint: return marathon_constraint raise ValueError("Invalid string format. " "Expected `field:operator:value`")
:param str constraint: The string representation of a constraint :rtype: :class:`MarathonConstraint`
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def from_tasks(cls, tasks): """Construct a list of MarathonEndpoints from a list of tasks. :param list[:class:`marathon.models.MarathonTask`] tasks: list of tasks to parse :rtype: list[:class:`MarathonEndpoint`] """ endpoints = [ [ MarathonEndpoint(task.app_id, task.service_ports[ port_index], task.host, task.id, port) for port_index, port in enumerate(task.ports) ] for task in tasks ] # Flatten result return [item for sublist in endpoints for item in sublist]
Construct a list of MarathonEndpoints from a list of tasks. :param list[:class:`marathon.models.MarathonTask`] tasks: list of tasks to parse :rtype: list[:class:`MarathonEndpoint`]
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def _format_newlines(prefix, formatted_node, options): """ Convert newlines into U+23EC characters, followed by an actual newline and then a tree prefix so as to position the remaining text under the previous line. """ replacement = u''.join([ options.NEWLINE, u'\n', prefix]) return formatted_node.replace(u'\n', replacement)
Convert newlines into U+23EC characters, followed by an actual newline and then a tree prefix so as to position the remaining text under the previous line.
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def get_band(self, tag): """Gets a band. Gets a band with specified tag. If no tag is specified, the request will fail. If the tag is invalid, a brawlstars.InvalidTag will be raised. If the data is missing, a ValueError will be raised. If the connection times out, a brawlstars.Timeout will be raised. If the data was unable to be received, a brawlstars.HTTPError will be raised along with the HTTP status code. On success, will return a Band. """ tag = tag.strip("#") tag = tag.upper() try: resp = requests.get(self._base_url + 'bands/' + tag, headers=self.headers, timeout=self.timeout) if resp.status_code == 200: data = resp.json() elif 500 > resp.status_code > 400: raise HTTPError(resp.status_code) else: raise Error() except ValueError: raise MissingData('data') except Exception: raise Timeout() data = Box(data) band = Band(data) return band
Gets a band. Gets a band with specified tag. If no tag is specified, the request will fail. If the tag is invalid, a brawlstars.InvalidTag will be raised. If the data is missing, a ValueError will be raised. If the connection times out, a brawlstars.Timeout will be raised. If the data was unable to be received, a brawlstars.HTTPError will be raised along with the HTTP status code. On success, will return a Band.
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async def get_player(self, tag): """Gets a player. Gets a player with specified tag. If no tag is specified, the request will fail. If the tag is invalid, a brawlstars.InvalidTag will be raised. If the data is missing, a ValueError will be raised. If the connection times out, a brawlstars.Timeout will be raised. If the data was unable to be received, a brawlstars.HTTPError will be raised along with the HTTP status code. On success, will return a Player. """ tag = tag.strip("#") tag = tag.upper() try: async with self.session.get(self._base_url + 'players/' + tag, timeout=self.timeout, headers=self.headers) as resp: if resp.status == 200: data = await resp.json() elif 500 > resp.status > 400: raise HTTPError(resp.status) else: raise Error() except asyncio.TimeoutError: raise Timeout() except ValueError: raise MissingData('data') except Exception: raise InvalidArg('tag') data = Box(data) player = Player(data) return player
Gets a player. Gets a player with specified tag. If no tag is specified, the request will fail. If the tag is invalid, a brawlstars.InvalidTag will be raised. If the data is missing, a ValueError will be raised. If the connection times out, a brawlstars.Timeout will be raised. If the data was unable to be received, a brawlstars.HTTPError will be raised along with the HTTP status code. On success, will return a Player.
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async def get_band(self, tag): """Gets a band. Gets a band with specified tag. If no tag is specified, the request will fail. If the tag is invalid, a brawlstars.InvalidTag will be raised. If the data is missing, a ValueError will be raised. If the connection times out, a brawlstars.Timeout will be raised. If the data was unable to be received, a brawlstars.HTTPError will be raised along with the HTTP status code. On success, will return a Band. """ tag = tag.strip("#") tag = tag.upper() try: async with self.session.get(self._base_url + 'bands/' + tag, timeout=self.timeout, headers=self.headers) as resp: if resp.status == 200: data = await resp.json() elif 500 > resp.status > 400: raise HTTPError(resp.status) else: raise Error() except asyncio.TimeoutError: raise Timeout() except ValueError: raise MissingData('data') except Exception: raise InvalidArg('tag') data = Box(data) band = Band(data) return band
Gets a band. Gets a band with specified tag. If no tag is specified, the request will fail. If the tag is invalid, a brawlstars.InvalidTag will be raised. If the data is missing, a ValueError will be raised. If the connection times out, a brawlstars.Timeout will be raised. If the data was unable to be received, a brawlstars.HTTPError will be raised along with the HTTP status code. On success, will return a Band.
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def lazy_module(modname, error_strings=None, lazy_mod_class=LazyModule, level='leaf'): """Function allowing lazy importing of a module into the namespace. A lazy module object is created, registered in `sys.modules`, and returned. This is a hollow module; actual loading, and `ImportErrors` if not found, are delayed until an attempt is made to access attributes of the lazy module. A handy application is to use :func:`lazy_module` early in your own code (say, in `__init__.py`) to register all modulenames you want to be lazy. Because of registration in `sys.modules` later invocations of `import modulename` will also return the lazy object. This means that after initial registration the rest of your code can use regular pyhon import statements and retain the lazyness of the modules. Parameters ---------- modname : str The module to import. error_strings : dict, optional A dictionary of strings to use when module-loading fails. Key 'msg' sets the message to use (defaults to :attr:`lazy_import._MSG`). The message is formatted using the remaining dictionary keys. The default message informs the user of which module is missing (key 'module'), what code loaded the module as lazy (key 'caller'), and which package should be installed to solve the dependency (key 'install_name'). None of the keys is mandatory and all are given smart names by default. lazy_mod_class: type, optional Which class to use when instantiating the lazy module, to allow deep customization. The default is :class:`LazyModule` and custom alternatives **must** be a subclass thereof. level : str, optional Which submodule reference to return. Either a reference to the 'leaf' module (the default) or to the 'base' module. This is useful if you'll be using the module functionality in the same place you're calling :func:`lazy_module` from, since then you don't need to run `import` again. Setting *level* does not affect which names/modules get registered in `sys.modules`. For *level* set to 'base' and *modulename* 'aaa.bbb.ccc':: aaa = lazy_import.lazy_module("aaa.bbb.ccc", level='base') # 'aaa' becomes defined in the current namespace, with # (sub)attributes 'aaa.bbb' and 'aaa.bbb.ccc'. # It's the lazy equivalent to: import aaa.bbb.ccc For *level* set to 'leaf':: ccc = lazy_import.lazy_module("aaa.bbb.ccc", level='leaf') # Only 'ccc' becomes set in the current namespace. # Lazy equivalent to: from aaa.bbb import ccc Returns ------- module The module specified by *modname*, or its base, depending on *level*. The module isn't immediately imported. Instead, an instance of *lazy_mod_class* is returned. Upon access to any of its attributes, the module is finally loaded. Examples -------- >>> import lazy_import, sys >>> np = lazy_import.lazy_module("numpy") >>> np Lazily-loaded module numpy >>> np is sys.modules['numpy'] True >>> np.pi # This causes the full loading of the module ... 3.141592653589793 >>> np # ... and the module is changed in place. <module 'numpy' from '/usr/local/lib/python/site-packages/numpy/__init__.py'> >>> import lazy_import, sys >>> # The following succeeds even when asking for a module that's not available >>> missing = lazy_import.lazy_module("missing_module") >>> missing Lazily-loaded module missing_module >>> missing is sys.modules['missing_module'] True >>> missing.some_attr # This causes the full loading of the module, which now fails. ImportError: __main__ attempted to use a functionality that requires module missing_module, but it couldn't be loaded. Please install missing_module and retry. See Also -------- :func:`lazy_callable` :class:`LazyModule` """ if error_strings is None: error_strings = {} _set_default_errornames(modname, error_strings) mod = _lazy_module(modname, error_strings, lazy_mod_class) if level == 'base': return sys.modules[module_basename(modname)] elif level == 'leaf': return mod else: raise ValueError("Parameter 'level' must be one of ('base', 'leaf')")
Function allowing lazy importing of a module into the namespace. A lazy module object is created, registered in `sys.modules`, and returned. This is a hollow module; actual loading, and `ImportErrors` if not found, are delayed until an attempt is made to access attributes of the lazy module. A handy application is to use :func:`lazy_module` early in your own code (say, in `__init__.py`) to register all modulenames you want to be lazy. Because of registration in `sys.modules` later invocations of `import modulename` will also return the lazy object. This means that after initial registration the rest of your code can use regular pyhon import statements and retain the lazyness of the modules. Parameters ---------- modname : str The module to import. error_strings : dict, optional A dictionary of strings to use when module-loading fails. Key 'msg' sets the message to use (defaults to :attr:`lazy_import._MSG`). The message is formatted using the remaining dictionary keys. The default message informs the user of which module is missing (key 'module'), what code loaded the module as lazy (key 'caller'), and which package should be installed to solve the dependency (key 'install_name'). None of the keys is mandatory and all are given smart names by default. lazy_mod_class: type, optional Which class to use when instantiating the lazy module, to allow deep customization. The default is :class:`LazyModule` and custom alternatives **must** be a subclass thereof. level : str, optional Which submodule reference to return. Either a reference to the 'leaf' module (the default) or to the 'base' module. This is useful if you'll be using the module functionality in the same place you're calling :func:`lazy_module` from, since then you don't need to run `import` again. Setting *level* does not affect which names/modules get registered in `sys.modules`. For *level* set to 'base' and *modulename* 'aaa.bbb.ccc':: aaa = lazy_import.lazy_module("aaa.bbb.ccc", level='base') # 'aaa' becomes defined in the current namespace, with # (sub)attributes 'aaa.bbb' and 'aaa.bbb.ccc'. # It's the lazy equivalent to: import aaa.bbb.ccc For *level* set to 'leaf':: ccc = lazy_import.lazy_module("aaa.bbb.ccc", level='leaf') # Only 'ccc' becomes set in the current namespace. # Lazy equivalent to: from aaa.bbb import ccc Returns ------- module The module specified by *modname*, or its base, depending on *level*. The module isn't immediately imported. Instead, an instance of *lazy_mod_class* is returned. Upon access to any of its attributes, the module is finally loaded. Examples -------- >>> import lazy_import, sys >>> np = lazy_import.lazy_module("numpy") >>> np Lazily-loaded module numpy >>> np is sys.modules['numpy'] True >>> np.pi # This causes the full loading of the module ... 3.141592653589793 >>> np # ... and the module is changed in place. <module 'numpy' from '/usr/local/lib/python/site-packages/numpy/__init__.py'> >>> import lazy_import, sys >>> # The following succeeds even when asking for a module that's not available >>> missing = lazy_import.lazy_module("missing_module") >>> missing Lazily-loaded module missing_module >>> missing is sys.modules['missing_module'] True >>> missing.some_attr # This causes the full loading of the module, which now fails. ImportError: __main__ attempted to use a functionality that requires module missing_module, but it couldn't be loaded. Please install missing_module and retry. See Also -------- :func:`lazy_callable` :class:`LazyModule`
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def lazy_callable(modname, *names, **kwargs): """Performs lazy importing of one or more callables. :func:`lazy_callable` creates functions that are thin wrappers that pass any and all arguments straight to the target module's callables. These can be functions or classes. The full loading of that module is only actually triggered when the returned lazy function itself is called. This lazy import of the target module uses the same mechanism as :func:`lazy_module`. If, however, the target module has already been fully imported prior to invocation of :func:`lazy_callable`, then the target callables themselves are returned and no lazy imports are made. :func:`lazy_function` and :func:`lazy_function` are aliases of :func:`lazy_callable`. Parameters ---------- modname : str The base module from where to import the callable(s) in *names*, or a full 'module_name.callable_name' string. names : str (optional) The callable name(s) to import from the module specified by *modname*. If left empty, *modname* is assumed to also include the callable name to import. error_strings : dict, optional A dictionary of strings to use when reporting loading errors (either a missing module, or a missing callable name in the loaded module). *error_string* follows the same usage as described under :func:`lazy_module`, with the exceptions that 1) a further key, 'msg_callable', can be supplied to be used as the error when a module is successfully loaded but the target callable can't be found therein (defaulting to :attr:`lazy_import._MSG_CALLABLE`); 2) a key 'callable' is always added with the callable name being loaded. lazy_mod_class : type, optional See definition under :func:`lazy_module`. lazy_call_class : type, optional Analogously to *lazy_mod_class*, allows setting a custom class to handle lazy callables, other than the default :class:`LazyCallable`. Returns ------- wrapper function or tuple of wrapper functions If *names* is passed, returns a tuple of wrapper functions, one for each element in *names*. If only *modname* is passed it is assumed to be a full 'module_name.callable_name' string, in which case the wrapper for the imported callable is returned directly, and not in a tuple. Notes ----- Unlike :func:`lazy_module`, which returns a lazy module that eventually mutates into the fully-functional version, :func:`lazy_callable` only returns thin wrappers that never change. This means that the returned wrapper object never truly becomes the one under the module's namespace, even after successful loading of the module in *modname*. This is fine for most practical use cases, but may break code that relies on the usage of the returned objects oter than calling them. One such example is the lazy import of a class: it's fine to use the returned wrapper to instantiate an object, but it can't be used, for instance, to subclass from. Examples -------- >>> import lazy_import, sys >>> fn = lazy_import.lazy_callable("numpy.arange") >>> sys.modules['numpy'] Lazily-loaded module numpy >>> fn(10) array([0, 1, 2, 3, 4, 5, 6, 7, 8, 9]) >>> sys.modules['numpy'] <module 'numpy' from '/usr/local/lib/python3.5/site-packages/numpy/__init__.py'> >>> import lazy_import, sys >>> cl = lazy_import.lazy_callable("numpy.ndarray") # a class >>> obj = cl([1, 2]) # This works OK (and also triggers the loading of numpy) >>> class MySubclass(cl): # This fails because cls is just a wrapper, >>> pass # not an actual class. See Also -------- :func:`lazy_module` :class:`LazyCallable` :class:`LazyModule` """ if not names: modname, _, name = modname.rpartition(".") lazy_mod_class = _setdef(kwargs, 'lazy_mod_class', LazyModule) lazy_call_class = _setdef(kwargs, 'lazy_call_class', LazyCallable) error_strings = _setdef(kwargs, 'error_strings', {}) _set_default_errornames(modname, error_strings, call=True) if not names: # We allow passing a single string as 'modname.callable_name', # in which case the wrapper is returned directly and not as a list. return _lazy_callable(modname, name, error_strings.copy(), lazy_mod_class, lazy_call_class) return tuple(_lazy_callable(modname, cname, error_strings.copy(), lazy_mod_class, lazy_call_class) for cname in names)
Performs lazy importing of one or more callables. :func:`lazy_callable` creates functions that are thin wrappers that pass any and all arguments straight to the target module's callables. These can be functions or classes. The full loading of that module is only actually triggered when the returned lazy function itself is called. This lazy import of the target module uses the same mechanism as :func:`lazy_module`. If, however, the target module has already been fully imported prior to invocation of :func:`lazy_callable`, then the target callables themselves are returned and no lazy imports are made. :func:`lazy_function` and :func:`lazy_function` are aliases of :func:`lazy_callable`. Parameters ---------- modname : str The base module from where to import the callable(s) in *names*, or a full 'module_name.callable_name' string. names : str (optional) The callable name(s) to import from the module specified by *modname*. If left empty, *modname* is assumed to also include the callable name to import. error_strings : dict, optional A dictionary of strings to use when reporting loading errors (either a missing module, or a missing callable name in the loaded module). *error_string* follows the same usage as described under :func:`lazy_module`, with the exceptions that 1) a further key, 'msg_callable', can be supplied to be used as the error when a module is successfully loaded but the target callable can't be found therein (defaulting to :attr:`lazy_import._MSG_CALLABLE`); 2) a key 'callable' is always added with the callable name being loaded. lazy_mod_class : type, optional See definition under :func:`lazy_module`. lazy_call_class : type, optional Analogously to *lazy_mod_class*, allows setting a custom class to handle lazy callables, other than the default :class:`LazyCallable`. Returns ------- wrapper function or tuple of wrapper functions If *names* is passed, returns a tuple of wrapper functions, one for each element in *names*. If only *modname* is passed it is assumed to be a full 'module_name.callable_name' string, in which case the wrapper for the imported callable is returned directly, and not in a tuple. Notes ----- Unlike :func:`lazy_module`, which returns a lazy module that eventually mutates into the fully-functional version, :func:`lazy_callable` only returns thin wrappers that never change. This means that the returned wrapper object never truly becomes the one under the module's namespace, even after successful loading of the module in *modname*. This is fine for most practical use cases, but may break code that relies on the usage of the returned objects oter than calling them. One such example is the lazy import of a class: it's fine to use the returned wrapper to instantiate an object, but it can't be used, for instance, to subclass from. Examples -------- >>> import lazy_import, sys >>> fn = lazy_import.lazy_callable("numpy.arange") >>> sys.modules['numpy'] Lazily-loaded module numpy >>> fn(10) array([0, 1, 2, 3, 4, 5, 6, 7, 8, 9]) >>> sys.modules['numpy'] <module 'numpy' from '/usr/local/lib/python3.5/site-packages/numpy/__init__.py'> >>> import lazy_import, sys >>> cl = lazy_import.lazy_callable("numpy.ndarray") # a class >>> obj = cl([1, 2]) # This works OK (and also triggers the loading of numpy) >>> class MySubclass(cl): # This fails because cls is just a wrapper, >>> pass # not an actual class. See Also -------- :func:`lazy_module` :class:`LazyCallable` :class:`LazyModule`
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def _load_module(module): """Ensures that a module, and its parents, are properly loaded """ modclass = type(module) # We only take care of our own LazyModule instances if not issubclass(modclass, LazyModule): raise TypeError("Passed module is not a LazyModule instance.") with _ImportLockContext(): parent, _, modname = module.__name__.rpartition('.') logger.debug("loading module {}".format(modname)) # We first identify whether this is a loadable LazyModule, then we # strip as much of lazy_import behavior as possible (keeping it cached, # in case loading fails and we need to reset the lazy state). if not hasattr(modclass, '_lazy_import_error_msgs'): # Alreay loaded (no _lazy_import_error_msgs attr). Not reloading. return # First, ensure the parent is loaded (using recursion; *very* unlikely # we'll ever hit a stack limit in this case). modclass._LOADING = True try: if parent: logger.debug("first loading parent module {}".format(parent)) setattr(sys.modules[parent], modname, module) if not hasattr(modclass, '_LOADING'): logger.debug("Module {} already loaded by the parent" .format(modname)) # We've been loaded by the parent. Let's bail. return cached_data = _clean_lazymodule(module) try: # Get Python to do the real import! reload_module(module) except: # Loading failed. We reset our lazy state. logger.debug("Failed to load module {}. Resetting..." .format(modname)) _reset_lazymodule(module, cached_data) raise else: # Successful load logger.debug("Successfully loaded module {}".format(modname)) delattr(modclass, '_LOADING') _reset_lazy_submod_refs(module) except (AttributeError, ImportError) as err: logger.debug("Failed to load {}.\n{}: {}" .format(modname, err.__class__.__name__, err)) logger.lazy_trace() # Under Python 3 reloading our dummy LazyModule instances causes an # AttributeError if the module can't be found. Would be preferrable # if we could always rely on an ImportError. As it is we vet the # AttributeError as thoroughly as possible. if ((six.PY3 and isinstance(err, AttributeError)) and not err.args[0] == "'NoneType' object has no attribute 'name'"): # Not the AttributeError we were looking for. raise msg = modclass._lazy_import_error_msgs['msg'] raise_from(ImportError( msg.format(**modclass._lazy_import_error_strings)), None)
Ensures that a module, and its parents, are properly loaded
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def _setdef(argdict, name, defaultvalue): """Like dict.setdefault but sets the default value also if None is present. """ if not name in argdict or argdict[name] is None: argdict[name] = defaultvalue return argdict[name]
Like dict.setdefault but sets the default value also if None is present.
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def _clean_lazymodule(module): """Removes all lazy behavior from a module's class, for loading. Also removes all module attributes listed under the module's class deletion dictionaries. Deletion dictionaries are class attributes with names specified in `_DELETION_DICT`. Parameters ---------- module: LazyModule Returns ------- dict A dictionary of deleted class attributes, that can be used to reset the lazy state using :func:`_reset_lazymodule`. """ modclass = type(module) _clean_lazy_submod_refs(module) modclass.__getattribute__ = ModuleType.__getattribute__ modclass.__setattr__ = ModuleType.__setattr__ cls_attrs = {} for cls_attr in _CLS_ATTRS: try: cls_attrs[cls_attr] = getattr(modclass, cls_attr) delattr(modclass, cls_attr) except AttributeError: pass return cls_attrs
Removes all lazy behavior from a module's class, for loading. Also removes all module attributes listed under the module's class deletion dictionaries. Deletion dictionaries are class attributes with names specified in `_DELETION_DICT`. Parameters ---------- module: LazyModule Returns ------- dict A dictionary of deleted class attributes, that can be used to reset the lazy state using :func:`_reset_lazymodule`.
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def _reset_lazymodule(module, cls_attrs): """Resets a module's lazy state from cached data. """ modclass = type(module) del modclass.__getattribute__ del modclass.__setattr__ try: del modclass._LOADING except AttributeError: pass for cls_attr in _CLS_ATTRS: try: setattr(modclass, cls_attr, cls_attrs[cls_attr]) except KeyError: pass _reset_lazy_submod_refs(module)
Resets a module's lazy state from cached data.
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def python_2_unicode_compatible(klass): """ A decorator that defines __unicode__ and __str__ methods under Python 2. Under Python 3 it does nothing. To support Python 2 and 3 with a single code base, define a __str__ method returning text and apply this decorator to the class. """ if six.PY2: klass.__unicode__ = klass.__str__ klass.__str__ = lambda self: self.__unicode__().encode('utf-8') return klass
A decorator that defines __unicode__ and __str__ methods under Python 2. Under Python 3 it does nothing. To support Python 2 and 3 with a single code base, define a __str__ method returning text and apply this decorator to the class.
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def timestamp_from_datetime(dt): """ Compute timestamp from a datetime object that could be timezone aware or unaware. """ try: utc_dt = dt.astimezone(pytz.utc) except ValueError: utc_dt = dt.replace(tzinfo=pytz.utc) return timegm(utc_dt.timetuple())
Compute timestamp from a datetime object that could be timezone aware or unaware.
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def force_bytes(s, encoding='utf-8', strings_only=False, errors='strict'): """ Similar to smart_bytes, except that lazy instances are resolved to strings, rather than kept as lazy objects. If strings_only is True, don't convert (some) non-string-like objects. """ if isinstance(s, memoryview): s = bytes(s) if isinstance(s, bytes): if encoding == 'utf-8': return s else: return s.decode('utf-8', errors).encode(encoding, errors) if strings_only and (s is None or isinstance(s, int)): return s if not isinstance(s, six.string_types): try: if six.PY3: return six.text_type(s).encode(encoding) else: return bytes(s) except UnicodeEncodeError: if isinstance(s, Exception): # An Exception subclass containing non-ASCII data that doesn't # know how to print itself properly. We shouldn't raise a # further exception. return b' '.join([force_bytes(arg, encoding, strings_only, errors) for arg in s]) return six.text_type(s).encode(encoding, errors) else: return s.encode(encoding, errors)
Similar to smart_bytes, except that lazy instances are resolved to strings, rather than kept as lazy objects. If strings_only is True, don't convert (some) non-string-like objects.
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def memoize(func, cache, num_args): """ Wrap a function so that results for any argument tuple are stored in 'cache'. Note that the args to the function must be usable as dictionary keys. Only the first num_args are considered when creating the key. """ @wraps(func) def wrapper(*args): mem_args = args[:num_args] if mem_args in cache: return cache[mem_args] result = func(*args) cache[mem_args] = result return result return wrapper
Wrap a function so that results for any argument tuple are stored in 'cache'. Note that the args to the function must be usable as dictionary keys. Only the first num_args are considered when creating the key.
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def reraise_as(new_exception_or_type): """ Obtained from https://github.com/dcramer/reraise/blob/master/src/reraise.py >>> try: >>> do_something_crazy() >>> except Exception: >>> reraise_as(UnhandledException) """ __traceback_hide__ = True # NOQA e_type, e_value, e_traceback = sys.exc_info() if inspect.isclass(new_exception_or_type): new_type = new_exception_or_type new_exception = new_exception_or_type() else: new_type = type(new_exception_or_type) new_exception = new_exception_or_type new_exception.__cause__ = e_value try: six.reraise(new_type, new_exception, e_traceback) finally: del e_traceback
Obtained from https://github.com/dcramer/reraise/blob/master/src/reraise.py >>> try: >>> do_something_crazy() >>> except Exception: >>> reraise_as(UnhandledException)
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def hide_auth(msg): """Remove sensitive information from msg.""" for pattern, repl in RE_HIDE_AUTH: msg = pattern.sub(repl, msg) return msg
Remove sensitive information from msg.
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def init(self): """Prepare the HTTP handler, URL, and HTTP headers for all subsequent requests""" self.debug('Initializing %r', self) proto = self.server.split('://')[0] if proto == 'https': if hasattr(ssl, 'create_default_context'): context = ssl.create_default_context() if self.ssl_verify: context.check_hostname = True context.verify_mode = ssl.CERT_REQUIRED else: context.check_hostname = False context.verify_mode = ssl.CERT_NONE self._http_handler = urllib2.HTTPSHandler(debuglevel=0, context=context) else: self._http_handler = urllib2.HTTPSHandler(debuglevel=0) elif proto == 'http': self._http_handler = urllib2.HTTPHandler(debuglevel=0) else: raise ValueError('Invalid protocol %s' % proto) self._api_url = self.server + '/api_jsonrpc.php' self._http_headers = { 'Content-Type': 'application/json-rpc', 'User-Agent': 'python/zabbix_api', } if self.httpuser: self.debug('HTTP authentication enabled') auth = self.httpuser + ':' + self.httppasswd self._http_headers['Authorization'] = 'Basic ' + b64encode(auth.encode('utf-8')).decode('ascii')
Prepare the HTTP handler, URL, and HTTP headers for all subsequent requests
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def timestamp_to_datetime(cls, dt, dt_format=DATETIME_FORMAT): """Convert unix timestamp to human readable date/time string""" return cls.convert_datetime(cls.get_datetime(dt), dt_format=dt_format)
Convert unix timestamp to human readable date/time string
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