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# scalarmult(B, l) is the identity e %= L P = IDENT for i in range(253): if e & 1: P = edwards_add(P=P, Q=Bpow[i]) e //= 2 assert e == 0, e return P
def scalarmult_B(e)
Implements scalarmult(B, e) more efficiently.
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7.495495
1.023188
p = (y*y - 1) * inverse(D*y*y + 1) x = powmod(p, (PRIME+3) // 8, PRIME) if (x*x - p) % PRIME != 0: i = powmod(2, (PRIME-1) // 4, PRIME) x = (x*i) % PRIME if x % 2 != 0: x = PRIME - x return x
def recover(y)
given a value y, recover the preimage x
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3.59703
1.090706
'''Execute rubberband Parameters ---------- y : np.ndarray [shape=(n,) or (n, c)] Audio time series, either single or multichannel sr : int > 0 sampling rate of y **kwargs keyword arguments to rubberband Returns ------- y_mod : np.ndarray [shape=(n,) or (n...
def __rubberband(y, sr, **kwargs)
Execute rubberband Parameters ---------- y : np.ndarray [shape=(n,) or (n, c)] Audio time series, either single or multichannel sr : int > 0 sampling rate of y **kwargs keyword arguments to rubberband Returns ------- y_mod : np.ndarray [shape=(n,) or (n, c)] ...
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2.340509
1.241318
'''Apply a time stretch of `rate` to an audio time series. This uses the `tempo` form for rubberband, so the higher the rate, the faster the playback. Parameters ---------- y : np.ndarray [shape=(n,) or (n, c)] Audio time series, either single or multichannel sr : int > 0 ...
def time_stretch(y, sr, rate, rbargs=None)
Apply a time stretch of `rate` to an audio time series. This uses the `tempo` form for rubberband, so the higher the rate, the faster the playback. Parameters ---------- y : np.ndarray [shape=(n,) or (n, c)] Audio time series, either single or multichannel sr : int > 0 Sampli...
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1.511047
2.384098
'''Apply a timemap stretch to an audio time series. A timemap stretch allows non-linear time-stretching by mapping source to target sample frame numbers for fixed time points within the audio data. This uses the `time` and `timemap` form for rubberband. Parameters ---------- y : np.ndarra...
def timemap_stretch(y, sr, time_map, rbargs=None)
Apply a timemap stretch to an audio time series. A timemap stretch allows non-linear time-stretching by mapping source to target sample frame numbers for fixed time points within the audio data. This uses the `time` and `timemap` form for rubberband. Parameters ---------- y : np.ndarray [shap...
3.020539
1.527488
1.977456
'''Apply a pitch shift to an audio time series. Parameters ---------- y : np.ndarray [shape=(n,) or (n, c)] Audio time series, either single or multichannel sr : int > 0 Sampling rate of `y` n_steps : float Shift by `n_steps` semitones. rbargs Additional k...
def pitch_shift(y, sr, n_steps, rbargs=None)
Apply a pitch shift to an audio time series. Parameters ---------- y : np.ndarray [shape=(n,) or (n, c)] Audio time series, either single or multichannel sr : int > 0 Sampling rate of `y` n_steps : float Shift by `n_steps` semitones. rbargs Additional keyword ...
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1.652604
1.968306
zone, point = int(kuten[:2]), int(kuten[2:]) hi, lo = hexd(zone + 0x20), hexd(point + 0x20) gb2312 = "%s%s" % (hi, lo) assert isinstance(gb2312, bytes) return gb2312
def kuten_to_gb2312(kuten)
Convert GB kuten / quwei form (94 zones * 94 points) to GB2312-1980 / ISO-2022-CN hex (internal representation)
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hi, lo = int(gb2312hex[:2], 16), int(gb2312hex[2:], 16) hi, lo = hexd(hi + 0x80), hexd(lo + 0x80) euc = "%s%s" % (hi, lo) assert isinstance(euc, bytes) return euc
def gb2312_to_euc(gb2312hex)
Convert GB2312-1980 hex (internal representation) to EUC-CN hex (the "external encoding")
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2.544647
1.008382
hi = hexstr[0:2] lo = hexstr[2:4] gb_enc = b'\\x' + hi + b'\\x' + lo return gb_enc.decode("gb2312")
def euc_to_python(hexstr)
Convert a EUC-CN (GB2312) hex to a Python unicode string.
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1.047744
utf8 = euc_to_python(euchex).encode("utf-8") uf8 = utf8.decode('unicode_escape') uf8 = uf8.encode('latin1') uf8 = uf8.decode('euc-jp') return uf8
def euc_to_utf8(euchex)
Convert EUC hex (e.g. "d2bb") to UTF8 hex (e.g. "e4 b8 80").
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if isinstance(ucn, string_types): ucn = ucn.strip("U+") if len(ucn) > int(4): char = b'\U' + format(int(ucn, 16), '08x').encode('latin1') char = char.decode('unicode_escape') else: char = unichr(int(ucn, 16)) else: char = unichr(ucn) ...
def ucn_to_unicode(ucn)
Convert a Unicode Universal Character Number (e.g. "U+4E00" or "4E00") to Python unicode (u'\\u4e00')
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hi = hexstr[0:2] lo = hexstr[2:4] # hi and lo are only 2 characters long, no risk with eval-ing them gb_enc = b'\\x' + hi + b'\\x' + lo assert isinstance(gb_enc, bytes) # Requires coercing back to text_type in 2.7 gb_enc = gb_enc.decode('unicode_escape') gb_enc = gb_enc.encode('l...
def euc_to_unicode(hexstr)
Return EUC-CN (GB2312) hex to a Python unicode. Parameters ---------- hexstr : bytes Returns ------- unicode : Python unicode e.g. ``u'\\u4e00'`` / '一'. Examples -------- >>> u'\u4e00'.encode('gb2312').decode('utf-8') u'\u04bb' >>> (b'\\x' + b'd2' + b'\\x' + b'b...
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ucn = uni_char.encode('unicode_escape').decode('latin1') ucn = text_type(ucn).replace('\\', '').upper().lstrip('U') if len(ucn) > int(4): # get rid of the zeroes that Python uses to pad 32 byte UCNs ucn = ucn.lstrip("0") ucn = "U+" + ucn.upper() if as_bytes: ucn = ucn.e...
def python_to_ucn(uni_char, as_bytes=False)
Return UCN character from Python Unicode character. Converts a one character Python unicode string (e.g. u'\\u4e00') to the corresponding Unicode UCN ('U+4E00').
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euc = repr(uni_char.encode("gb2312"))[1:-1].replace("\\x", "").strip("'") if as_bytes: euc = euc.encode('utf-8') assert isinstance(euc, bytes) return euc
def python_to_euc(uni_char, as_bytes=False)
Return EUC character from a Python Unicode character. Converts a one character Python unicode string (e.g. u'\\u4e00') to the corresponding EUC hex ('d2bb').
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ucn_string = ucnstring_to_python(ucn_string).decode('utf-8') assert isinstance(ucn_string, text_type) return ucn_string
def ucnstring_to_unicode(ucn_string)
Return ucnstring as Unicode.
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res = re.findall("U\+[0-9a-fA-F]*", ucn_string) for r in res: ucn_string = ucn_string.replace(text_type(r), text_type(ucn_to_unicode(r))) ucn_string = ucn_string.encode('utf-8') assert isinstance(ucn_string, bytes) return ucn_string
def ucnstring_to_python(ucn_string)
Return string with Unicode UCN (e.g. "U+4E00") to native Python Unicode (u'\\u4e00').
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bits = var.split("<", 1) if len(bits) < 2: tag = None else: tag = bits[1] return ucn_to_unicode(bits[0]), tag
def parse_var(var)
Returns a tuple consisting of a string and a tag, or None, if none is specified.
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config_reader = kaptan.Kaptan() config = {} if config_path: if not os.path.exists(config_path): raise exc.CihaiException( '{0} does not exist.'.format(os.path.abspath(config_path)) ) if not any( ...
def from_file(cls, config_path=None, *args, **kwargs)
Create a Cihai instance from a JSON or YAML config. Parameters ---------- config_path : str, optional path to custom config file Returns ------- :class:`Cihai` : application object
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if locale.lower().startswith('en'): return False return (locale in self.enabled_locales or self.reverse_locale_map.get(locale.lower(), None) in self.enabled_locales or locale in self.lower_locales or self.reverse_l...
def _process_locale(self, locale)
Return True if this locale should be processed.
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locale = locale.lower().replace('-', '_') return self.vendor_locale_map.get(locale, locale)
def desk_locale(self, locale)
Return the Desk-style locale for locale.
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tx = Tx(self.tx_project_slug) # asssemble the template catalog template = babel.messages.catalog.Catalog() for topic in self.desk.topics(): if topic.show_in_portal: template.add(topic.name) # serialize the catalog as a PO file templ...
def push(self)
Push topics to Transifex.
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topic_stats = txlib.api.statistics.Statistics.get( project_slug=self.tx_project_slug, resource_slug=self.TOPIC_STRINGS_SLUG, ) translated = {} # for each language for locale in self.enabled_locales: if not self._process_locale(loca...
def pull(self)
Pull topics from Transifex.
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assert "<html>" not in content assert "<body>" not in content return % dict( title=title, content=content, )
def make_resource_document(self, title, content, tags=[],)
Return a single HTML document containing the title and content.
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content = content.strip() if not content.startswith('<html>'): # this is not a full HTML doc, probably content w/o title, tags, etc return dict(body=content) result = {} if '<title>' in content and '</title>' in content: result['subject'] =...
def parse_resource_document(self, content)
Return a dict with the keys title, content, tags for content.
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tx = Tx(self.tx_project_slug) if self.options.resources: articles = [ self.desk.articles().by_id(r.strip()) for r in self.options.resources.split(',') ] else: articles = self.desk.articles() for a in articles...
def push(self)
Push tutorials to Transifex.
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1.121702
try: locale_project = project.Project.get(slug=self.get_project_slug(locale)) except NotFoundError: locale_project = project.Project( slug=self.get_project_slug(locale), ) defaults = { 'name': 'Help Center (%s)' ...
def get_project(self, locale, source_language_code=DEFAULT_SOURCE_LANGUAGE, **kwargs)
Gets or creates the Transifex project for the current project prefix and locale :param locale: A locale to which content is to be translated :type locale: string :param source_language_code: The language of the original untranslated content (i.e. Spanish), defaults to DEFAULT_SOURCE...
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try: return translations.Translation.get( project_slug=self.get_project_slug(lang), slug=slug, lang=lang, ) except (NotFoundError, RemoteServerError): pass return False
def translation_exists(self, slug, lang)
Return True if the translation exists for this slug.
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return registry.registry.http_handler.get( '/api/2/project/%s/resources/' % ( self.get_project_slug(lang),) )
def list_resources(self, lang)
Return a sequence of resources for a given lang. Each Resource is a dict containing the slug, name, i18n_type, source_language_code and the category.
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resource = resources.Resource.get( project_slug=self.get_project_slug(lang), slug=slug, ) return resource
def resources(self, lang, slug)
Generate a list of Resources in the Project. Yields dicts from the Tx API, with keys including the slug, name, i18n_type, source_language_code, and category.
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try: resource = resources.Resource.get( project_slug=project_slug or self.get_project_slug(locale), slug=slug, ) return resource except NotFoundError: pass return None
def resource_exists(self, slug, locale, project_slug=None)
Return True if a Resource with the given slug exists in locale.
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try: response = session(url, **kwargs) response.raise_for_status() return response.text except requests.exceptions.HTTPError as errh: _LOGGER.debug("%s, %s", response, errh) raise_error(response.status_code) except requests.exceptions.ConnectionError as errc:...
def session_request(session, url, **kwargs)
Do HTTP/S request and return response as a string.
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eventinstances = session_request( config.session.post, device_event_url.format( proto=config.web_proto, host=config.host, port=config.port), auth=config.session.auth, headers=headers, data=request_xml) raw_event_list = _prepare_event(eventinstances) event_list = {} for...
def get_event_list(config)
Get a dict of supported events from device.
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import xml.etree.ElementTree as ET def parse_event(events): def clean_attrib(attrib={}): attributes = {} for key, value in attrib.items(): attributes[key.split('}')[-1]] = value return attributes description = {} ...
def _prepare_event(eventinstances)
Converts event instances to a relevant dictionary.
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return URL.format(http=self.web_proto, host=self.host, port=self.port)
def url(self)
Represent device base url.
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raw_ports = {} for param in raw: port_index = REGEX_PORT_INDEX.search(param).group(0) if port_index not in raw_ports: raw_ports[port_index] = {} name = param.replace(IOPORT + '.I' + port_index + '.', '') raw_ports[port_index][na...
def process_raw(self, raw: dict) -> None
Pre-process raw dict. Prepare parameters to work with APIItems.
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if self.direction == DIRECTION_IN: return self.raw.get('Input.Name', '') return self.raw.get('Output.Name', '')
def name(self) -> str
Return name relevant to direction.
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r if not self.direction == DIRECTION_OUT: return port_action = quote( '{port}:{action}'.format(port=int(self.id)+1, action=action), safe='' ) url = URL + ACTION.format(action=port_action) self._request('get', url)
def action(self, action)
r"""Activate or deactivate an output. Use the <wait> option to activate/deactivate the port for a limited period of time. <Port ID> = Port name. Default: Name from Output.Name <a> = Action character. /=active, \=inactive <wait> = Delay before the next action. Unit: milliseco...
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params = '' if preload_data: params = self.request('get', param_url) self.params = Params(params, self.request)
def initialize_params(self, preload_data=True) -> None
Load device parameters and initialize parameter management. Preload data can be disabled to selectively load params afterwards.
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if not self.params: self.initialize_params(preload_data=False) self.params.update_ports() self.ports = Ports(self.params, self.request)
def initialize_ports(self) -> None
Load IO port parameters for device.
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users = self.request('get', pwdgrp_url) self.users = Users(users, self.request)
def initialize_users(self) -> None
Load device user data and initialize user management.
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if method == 'get': session_method = self.config.session.get elif method == 'post': session_method = self.config.session.post else: raise AxisException url = self.config.url + path result = session_request(session_method, url, **kwa...
def request(self, method, path, **kwargs)
Prepare HTTP request.
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event = self.parse_event_xml(event_data) if EVENT_OPERATION in event: self.manage_event(event)
def new_event(self, event_data: str) -> None
New event to process.
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event = {} event_xml = event_data.decode() message = MESSAGE.search(event_xml) if not message: return {} event[EVENT_OPERATION] = message.group(EVENT_OPERATION) topic = TOPIC.search(event_xml) if topic: event[EVENT_TOPIC] = topi...
def parse_event_xml(self, event_data) -> dict
Parse metadata xml.
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name = EVENT_NAME.format( topic=event[EVENT_TOPIC], source=event.get(EVENT_SOURCE_IDX)) if event[EVENT_OPERATION] == 'Initialized' and name not in self.events: for event_class in EVENT_CLASSES: if event_class.TOPIC in event[EVENT_TOPIC]: ...
def manage_event(self, event) -> None
Received new metadata. Operation initialized means new event, also happens if reconnecting. Operation changed updates existing events state.
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self._state = state for callback in self._callbacks: callback()
def state(self, state: str) -> None
Update state of event.
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if callback in self._callbacks: self._callbacks.remove(callback)
def remove_callback(self, callback) -> None
Remove callback.
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self.event = EventManager(event_callback) self.stream.event = self.event
def enable_events(self, event_callback=None) -> None
Enable events for stream.
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self.update(path=URL_GET + GROUP.format(group=BRAND))
def update_brand(self) -> None
Update brand group of parameters.
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self.update(path=URL_GET + GROUP.format(group=INPUT)) self.update(path=URL_GET + GROUP.format(group=IOPORT)) self.update(path=URL_GET + GROUP.format(group=OUTPUT))
def update_ports(self) -> None
Update port groups of parameters.
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return { param: self[param].raw for param in self if param.startswith(IOPORT) }
def ports(self) -> dict
Create a smaller dictionary containing all ports.
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self.update(path=URL_GET + GROUP.format(group=PROPERTIES))
def update_properties(self) -> None
Update properties group of parameters.
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raw_params = dict(group.split('=', 1) for group in raw.splitlines()) super().process_raw(raw_params)
def process_raw(self, raw: str) -> None
Pre-process raw string. Prepare parameters to work with APIItems.
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data = { 'action': 'add', 'user': user, 'pwd': pwd, 'grp': 'users', 'sgrp': sgrp } if comment: data['comment'] = comment self._request('post', URL, data=data)
def create(self, user: str, *, pwd: str, sgrp: str, comment: str=None) -> None
Create new user.
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data = { 'action': 'remove', 'user': user } self._request('post', URL, data=data)
def delete(self, user: str) -> None
Remove user.
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raw_dict = dict(group.split('=') for group in raw.splitlines()) raw_users = { user: { group: user in REGEX_STRING.findall(raw_dict[group]) for group in [ADMIN, OPERATOR, VIEWER, PTZ] } for user in REGEX_STRING.findall(raw_dict...
def process_raw(self, raw: str) -> None
Pre-process raw string. Prepare users to work with APIItems. Create booleans with user levels.
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conn = self.loop.create_connection( lambda: self, self.session.host, self.session.port) task = self.loop.create_task(conn) task.add_done_callback(self.init_done)
def start(self)
Start session.
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try: if fut.exception(): fut.result() except OSError as err: _LOGGER.debug('RTSP got exception %s', err) self.stop() self.callback(SIGNAL_FAILED)
def init_done(self, fut)
Server ready. If we get OSError during init the device is not available.
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if self.transport: self.transport.write(self.method.TEARDOWN().encode()) self.transport.close() self.rtp.stop()
def stop(self)
Stop session.
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self.transport = transport self.transport.write(self.method.message.encode()) self.time_out_handle = self.loop.call_later( TIME_OUT_LIMIT, self.time_out)
def connection_made(self, transport)
Connect to device is successful. Start configuring RTSP session. Schedule time out handle in case device doesn't respond.
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self.time_out_handle.cancel() self.session.update(data.decode()) if self.session.state == STATE_STARTING: self.transport.write(self.method.message.encode()) self.time_out_handle = self.loop.call_later( TIME_OUT_LIMIT, self.time_out) elif...
def data_received(self, data)
Got response on RTSP session. Manage time out handle since response came in a reasonable time. Update session parameters with latest response. If state is playing schedule keep-alive.
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_LOGGER.warning('Response timed out %s', self.session.host) self.stop() self.callback(SIGNAL_FAILED)
def time_out(self)
If we don't get a response within time the RTSP request time out. This usually happens if device isn't available on specified IP.
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message = self.message_methods[self.session.method]() _LOGGER.debug(message) return message
def message(self)
Return RTSP method based on sequence number from session.
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1.677083
message = "OPTIONS " + self.session.url + " RTSP/1.0\r\n" message += self.sequence message += self.authentication if authenticate else '' message += self.user_agent message += self.session_id message += '\r\n' return message
def OPTIONS(self, authenticate=True)
Request options device supports.
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message = "DESCRIBE " + self.session.url + " RTSP/1.0\r\n" message += self.sequence message += self.authentication message += self.user_agent message += "Accept: application/sdp\r\n" message += '\r\n' return message
def DESCRIBE(self)
Request description of what services RTSP server make available.
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message = "SETUP " + self.session.control_url + " RTSP/1.0\r\n" message += self.sequence message += self.authentication message += self.user_agent message += self.transport message += '\r\n' return message
def SETUP(self)
Set up stream transport.
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1.125406
message = "PLAY " + self.session.url + " RTSP/1.0\r\n" message += self.sequence message += self.authentication message += self.user_agent message += self.session_id message += '\r\n' return message
def PLAY(self)
RTSP session is ready to send data.
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if self.session.digest: authentication = self.session.generate_digest() elif self.session.basic: authentication = self.session.generate_basic() else: return '' return "Authorization: " + authentication + '\r\n'
def authentication(self)
Generate authentication string.
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transport = "Transport: RTP/AVP;unicast;client_port={}-{}\r\n" return transport.format( str(self.session.rtp_port), str(self.session.rtcp_port))
def transport(self)
Generate transport string.
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if self.method in ['OPTIONS', 'DESCRIBE', 'SETUP', 'PLAY']: state = STATE_STARTING elif self.method in ['KEEP-ALIVE']: state = STATE_PLAYING else: state = STATE_STOPPED _LOGGER.debug('RTSP session (%s) state %s', self.host, state) retu...
def state(self)
Which state the session is in. Starting - all messages needed to get stream started. Playing - keep-alive messages every self.session_timeout.
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1.353549
data = response.splitlines() _LOGGER.debug('Received data %s from %s', data, self.host) while data: line = data.pop(0) if 'RTSP/1.0' in line: self.rtsp_version = int(line.split(' ')[0][5]) self.status_code = int(line.split(' ')[1])...
def update(self, response)
Update session information from device response. Increment sequence number when starting stream, not when playing. If device requires authentication resend previous message with auth.
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2.396998
1.021833
from hashlib import md5 ha1 = self.username + ':' + self.realm + ':' + self.password HA1 = md5(ha1.encode('UTF-8')).hexdigest() ha2 = self.method + ':' + self.url HA2 = md5(ha2.encode('UTF-8')).hexdigest() encrypt_response = HA1 + ':' + self.nonce + ':' + HA2 ...
def generate_digest(self)
RFC 2617.
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1.862367
1.028968
from base64 import b64encode if not self.basic_auth: creds = self.username + ':' + self.password self.basic_auth = 'Basic ' self.basic_auth += b64encode(creds.encode('UTF-8')).decode('UTF-8') return self.basic_auth
def generate_basic(self)
RFC 2617.
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def deco_retry(f): def f_retry(*args, **kwargs): mtries, mdelay = tries, timeout_secs run_one_last_time = True while mtries > 1: try: return f(*args, **kwargs) except ExceptionToCheck as e: # che...
def retry(ExceptionToCheck, tries=10, timeout_secs=1.0, logger=None, callback_by_exception=None)
Retry calling the decorated function using an exponential backoff. :param callback_by_exception: callback/method invocation on certain exceptions :type callback_by_exception: None or dict
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rtsp_url = RTSP_URL.format( host=self.config.host, video=self.video_query, audio=self.audio_query, event=self.event_query) _LOGGER.debug(rtsp_url) return rtsp_url
def stream_url(self)
Build url for stream.
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if signal == SIGNAL_DATA: self.event.new_event(self.data) elif signal == SIGNAL_FAILED: self.retry() if signal in [SIGNAL_PLAYING, SIGNAL_FAILED] and \ self.connection_status_callback: self.connection_status_callback(signal)
def session_callback(self, signal)
Signalling from stream session. Data - new data available for processing. Playing - Connection is healthy. Retry - if there is no connection to device.
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if not self.stream or self.stream.session.state == STATE_STOPPED: self.stream = RTSPClient( self.config.loop, self.stream_url, self.config.host, self.config.username, self.config.password, self.session_callback) self.stream.start()
def start(self)
Start stream.
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if self.stream and self.stream.session.state != STATE_STOPPED: self.stream.stop()
def stop(self)
Stop stream.
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self.stream = None self.config.loop.call_later(RETRY_TIMER, self.start) _LOGGER.debug('Reconnecting to %s', self.config.host)
def retry(self)
No connection to device, retry connection after 15 seconds.
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MySQLConnection.get_characterset_info = MySQLConnection.get_charset db = create_engine(engine_name) db.echo = True db.connect() return db
def connect_mysql()
return an inspector object
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try: perm = db.DBSession.query(Perm).filter(Perm.code==permission_code).one() except NoResultFound: raise PermissionError("Nonexistent permission type: %s"%(permission_code)) try: res = db.DBSession.query(User).join(RoleUser, RoleUser.user_id==User.id).\ join(Perm,...
def check_perm(user_id, permission_code)
Checks whether a user has permission to perform an action. The permission_code parameter should be a permission contained in tPerm. If the user does not have permission to perfom an action, a permission error is thrown.
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def dec_wrapper(wfunc): @wraps(wfunc) def wrapped(*args, **kwargs): user_id = kwargs.get("user_id") for perm in req_perms: check_perm(user_id, perm) return wfunc(*args, **kwargs) return wrapped return dec_wrapper
def required_perms(*req_perms)
Decorator applied to functions requiring caller to possess permission Takes args tuple of required perms and raises PermissionsError via check_perm if these are not a subset of user perms
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def dec_wrapper(wfunc): @wraps(wfunc) def wrapped(*args, **kwargs): user_id = kwargs.get("user_id") try: res = db.DBSession.query(RoleUser).filter(RoleUser.user_id==user_id).join(Role, Role.code==req_role).one() except NoResultFound: ...
def required_role(req_role)
Decorator applied to functions requiring caller to possess the specified role
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time_abbreviation = time_map.get(period_name.lower()) if time_abbreviation is None: raise Exception("Symbol %s not recognised as a time period"%period_name) return time_abbreviation
def get_time_period(period_name)
Given a time period name, fetch the hydra-compatible time abbreviation.
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timestamp_is_float = False try: float(timestamp) timestamp_is_float = True except (ValueError, TypeError): pass if timestamp_is_float == True: raise ValueError("Timestamp %s is a float"%(timestamp,)) #First try to use date util. Failing that, continue try: ...
def get_datetime(timestamp)
Turn a string timestamp into a date time. First tries to use dateutil. Failing that it tries to guess the time format and converts it manually using stfptime. @returns: A timezone unaware timestamp.
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if timestamp is None: return None ts_time = get_datetime(timestamp) # Convert time to Gregorian ordinal (1 = January 1st, year 1) ordinal_ts_time = Decimal(ts_time.toordinal()) total_seconds = (ts_time - datetime(ts_time.year, ...
def timestamp_to_ordinal(timestamp)
Convert a timestamp as defined in the soap interface to the time format stored in the database.
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seasonal_key = config.get('DEFAULT', 'seasonal_key', '9999') if seasonal: FORMAT = seasonal_key+'-%m-%dT%H:%M:%S.%f' else: FORMAT = '%Y-%m-%dT%H:%M:%S.%f' return date.strftime(FORMAT)
def date_to_string(date, seasonal=False)
Convert a date to a standard string used by Hydra. The resulting string looks like this:: '2013-10-03 00:49:17.568-0400' Hydra also accepts seasonal time series (yearly recurring). If the flag ``seasonal`` is set to ``True``, this function will generate a string recognised by Hydra as seasonal...
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#If a single timestamp is passed in, turn it into a list #Reindexing can't work if it's not a list if not isinstance(new_timestamps, list): new_timestamps = [new_timestamps] #Convert the incoming timestamps to datetimes #if they are not datetimes. new_timestamps_converted = [] ...
def reindex_timeseries(ts_string, new_timestamps)
get data for timesamp :param a JSON string, in pandas-friendly format :param a timestamp or list of timestamps (datetimes) :returns a pandas data frame, reindexed with the supplied timestamos or None if no data is found
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log.info("Parsing time step %s", time_step) # export numerical value from string using regex value = re.findall(r'\d+', time_step)[0] valuelen = len(value) try: value = float(value) except: HydraPluginError("Unable to extract number of time steps (%s) from time step %s" % (...
def parse_time_step(time_step, target='s', units_ref=None)
Read in the time step and convert it to seconds.
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#Do this import here to avoid a circular dependency from ..lib import units if time_axis is not None: actual_dates_axis = [] for t in time_axis: #If the user has entered the time_axis with commas, remove them. t = t.replace(',', '').strip() if t == ...
def get_time_axis(start_time, end_time, time_step, time_axis=None)
Create a list of datetimes based on an start time, end time and time step. If such a list is already passed in, then this is not necessary. Often either the start_time, end_time, time_step is passed into an app or the time_axis is passed in directly. This function returns a tim...
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attrs = network.attributes for n in network.nodes: attrs.extend(n.attributes) for l in network.links: attrs.extend(l.attributes) for g in network.resourcegroups: attrs.extend(g.attributes) return attrs
def _get_all_attributes(network)
Get all the complex mode attributes in the network so that they can be used for mapping to resource scenarios later.
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base_qry = db.DBSession.query( ResourceType.ref_key.label('ref_key'), ResourceType.node_id.label('node_id'), ResourceType.link_id.label('link_id'), ResourceType.group_id.label('group_id')...
def _get_all_templates(network_id, template_id)
Get all the templates for the nodes, links and groups of a network. Return these templates as a dictionary, keyed on type (NODE, LINK, GROUP) then by ID of the node or link.
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base_qry = db.DBSession.query(ResourceGroupItem) item_qry = base_qry.join(Scenario).filter(Scenario.network_id==network_id) x = time.time() logging.info("Getting all items") all_items = db.DBSession.execute(item_qry.statement).fetchall() log.info("%s groups jointly retrieved in %s", len(a...
def _get_all_group_items(network_id)
Get all the resource group items in the network, across all scenarios returns a dictionary of dict objects, keyed on scenario_id
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rs_qry = db.DBSession.query( Dataset.type, Dataset.unit_id, Dataset.name, Dataset.hash, Dataset.cr_date, Dataset.created_by, Dataset.hidden, Dataset.value, ResourceSc...
def _get_all_resourcescenarios(network_id, user_id)
Get all the resource scenarios in a network, across all scenarios returns a dictionary of dict objects, keyed on scenario_id
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log.info("Getting Metadata") dataset_qry = db.DBSession.query( Dataset ).outerjoin(DatasetOwner, and_(DatasetOwner.dataset_id==Dataset.id, DatasetOwner.user_id==user_id)).filter( or_(Dataset.hidden=='N', DatasetOwner.user_id != None), Scenario.id==Resourc...
def _get_metadata(network_id, user_id)
Get all the metadata in a network, across all scenarios returns a dictionary of dict objects, keyed on dataset ID
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owners_i = db.DBSession.query(NetworkOwner).filter( NetworkOwner.network_id==network_id).options(noload('network')).options(joinedload_all('user')).all() owners = [JSONObject(owner_i) for owner_i in owners_i] return owners
def _get_network_owners(network_id)
Get all the nodes in a network
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extras = {'types':[], 'attributes':[]} node_qry = db.DBSession.query(Node).filter( Node.network_id==network_id, Node.status=='A').options( noload('network') ) if template_id is not None: node_qr...
def _get_nodes(network_id, template_id=None)
Get all the nodes in a network
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extras = {'types':[], 'attributes':[]} link_qry = db.DBSession.query(Link).filter( Link.network_id==network_id, Link.status=='A').options( noload('network') ...
def _get_links(network_id, template_id=None)
Get all the links in a network
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extras = {'types':[], 'attributes':[]} group_qry = db.DBSession.query(ResourceGroup).filter( ResourceGroup.network_id==network_id, ResourceGroup.status=='A').options( noload('network'...
def _get_groups(network_id, template_id=None)
Get all the resource groups in a network
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scen_qry = db.DBSession.query(Scenario).filter( Scenario.network_id == network_id).options( noload('network')).filter( Scenario.status == 'A') if scenario_ids: logging.info("Filtering by scenario_ids %s",scenario_ids) scen...
def _get_scenarios(network_id, include_data, user_id, scenario_ids=None)
Get all the scenarios in a network
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log.debug("getting network %s"%network_id) user_id = kwargs.get('user_id') network_id = int(network_id) try: log.debug("Querying Network %s", network_id) net_i = db.DBSession.query(Network).filter( Network.id == network_id).options( ...
def get_network(network_id, summary=False, include_data='N', scenario_ids=None, template_id=None, **kwargs)
Return a whole network as a dictionary. network_id: ID of the network to retrieve include_data: 'Y' or 'N'. Indicate whether scenario data is to be returned. This has a significant speed impact as retrieving large amounts of data can be expensive. scen...
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