Files
openswarm/.venv/lib/python3.12/site-packages/dateparser/date.py
T
3008f083ca [aidan] feat: scheduled tasks (#105)
* [eric] ci: gitleaks-ignore the known historical secrets so our branch stops failing on leaks it didnt add

* [eric] workflows: restore scheduled-tasks on the workflow line (revert removal, keep windows fixes + 1.1.69)

* [eric] workflows: re-apply uncommitted scheduling wip (schedule pill, calendar view, slice)

* [eric] ops: gitignore dev-team local state files

* [eric] ops: backlog item for download-tracking visibility

* [eric] ci: allowlist the cdp-routes redaction-test token in gitleaks

* [aidan] feat/scheduled-tasks: keep step labels in sync on edit and show chevron on every step

* [aidan] fix: schedule time in chat

* [aidan] ux/workflows: add workflow step removal (#91)

* [aidan] feat/scheduled-tasks: remember workflow tool permissions across runs

* [aidan] feat/task-scheduling: add hourly and minute (15-min minimum) schedule intervals (#93)

* [aidan] feat/scheduled-tasks: calendar, rename, and edit workflows (#94)

* [aidan] bug: fix schedule button

* [aidan] fix/agent-errors: surface provider rate limits

* [aidan] ux/cards: click-to-rename for chat and workflow titles

Single-click a card's title to enter edit mode inline. Commit on Enter/blur,
cancel on Escape. Rename persists via PATCH for workflows and sessions.

* [aidan] feat/workflows: seed build prompt for zero-step workflows

When a new workflow has no steps, seed the agent with a prompt asking
the user to describe what the workflow should do, rather than starting blank.

* [aidan] feat/workflows: add-to-schedule popover for unscheduled workflows

Clicking the "+" on an unscheduled workflow row opens a popover with two options:
- Keep this schedule: enables the workflow's existing cadence and moves it to Scheduled
- Change schedule: opens the scheduling editor to pick a different time

* [aidan] ux/workflows: wire add-to-schedule popover and simplify New button

- Made the "+" icon on unscheduled workflow rows clickable, opening a popover
  to keep or change the schedule
- Removed AddIcon from toolbar "New" button (now reads "New" instead of "+ New")

* [aidan] fix/scheduled-tasks: open schedule calendar when Schedule pill clicked

Fixed the Schedule pill click being swallowed by the toolbar's dismiss handler.
Exempted the toolbar pills via data-toolbar-pills so their click handlers fire.

* [aidan] ux/workflows: open New workflow in agent build chat instead of empty card

When creating a new workflow from the hub, open it in edit_agent view (with the
agent builder chat) instead of a preview card. The workflow is created on the
backend first so the embedded session has a real ID.

* [aidan] feat/workflow-edit: add draft testing save flow

* [aidan] ux/chat: remove continue chat button

* [aidan] ux/workflows: polish workflow card interactions

* [aidan] fix/workflow-scheduling: save unscheduled workflows as drafts

* aidan ui: schedule naming changes

* [aidan] ui: tool calling desc/naming

* [aidan] ui: calendar sidebar naming

* [aidan] ui: fix stop viewing closing chat

* [aidan] feat/workflows: auto-name workflows and polish the build flow (#95)

* [aidan] feat/workflow-auto-naming: auto-generate workflow titles from steps

Generate a title + description from a workflow's steps (one aux call,
reused for step labels) whenever it is still auto_named, so a workflow
built in the Edit Agent names itself on commit instead of staying
"New workflow". A manual rename sets auto_named=False and is never
overwritten. Stream the aux call (non-streaming drops content on some
9router lanes) and fall back to a step-derived title when the model is
unavailable.

* [aidan] feat/workflows: hide unsaved new workflows until first save

A brand-new "+ New" workflow is created with unsaved=true and kept out
of the hub's scheduled/unscheduled lists while the user is still building
it in the Edit Agent. The first commit (Save) clears the flag and the
workflow appears. Every other create path stays visible immediately.

* [aidan] ux/workflows: remove redundant save workflow button

The Edit Agent already has Discard/Save controls in its strip, so the
header "Save Workflow" button was a duplicate save path. Remove it and
its pulse/edit-session-id wiring; the model/time subtitle stays.

* [aidan] ux/workflows: animate title on auto-rename

Wrap the workflow card title in the same Typewriter the chat card uses,
so when the auto-generated name replaces the placeholder after Save it
retypes letter-by-letter. Gated on a real (non-placeholder) title so it
never animates on mount or for already-named workflows.

* [aidan] ux/workflows: animate sidebar title on auto-rename

Wrap the calendar hub's sidebar row title in the same Typewriter the
workflow card uses, so a title that auto-renames retypes letter-by-letter
in the sidebar too. Extract the placeholder/isRealTitle guard into the
shared workflowVisuals so the card and sidebar stay in sync.

* [aidan] fix/workflows: connect watch tether, keep watched chat open, wire draft run/history

* [aidan] ui: grey out chat pill when not selected

* [aidan] ui: fix running agent display

* [aidan] feat/history-popover: add chat history and scheduled tasks run log tabs (#96)

* [aidan] ux/schedule: toast when calendar view already open on expand

* [aidan] ui: fix popover descs

* [aidan] feat/workflow-runs: add pause, resume, and stop controls for live runs

* [aidan] feat/schedule-calendar: add calendar occurrences endpoint and concrete timezones

* [aidan] feat/workflows: require at least one step to save a workflow

* [aidan] ux/edit-agent: hide Discard for an unsaved new workflow

* [aidan] ux/edit-agent: move fix-prefix card below the step list

* [aidan] feat/workflows: toast when an unattended scheduled run starts

* [aidan] fix/dashboard-tethers: anchor workflow-sidecar tethers to measured card rects

* [aidan] feat/workflows: validate steps before scheduling and keep chat tool memory

* [aidan] feat/mcp-suggestions: dismissable integration banner with per-session cooldown

* [aidan] feat/workflows: add scheduled-run "running now" toast with click-to-view (#97)

* [aidan] ux/workflows: surface paused state on card, sidebar, and calendar; tidy run history

* [aidan] feat/mcp-suggestions: suggest both Google and Microsoft when provider is ambiguous

* [aidan] fix/agent-tokens: friendly out-of-tokens card across all agent surfaces

* [aidan] feat/workflow-model: persist edit-agent model on save with switch notice and fresh drafts

* [aidan] fix/workflow-chat: force stop on watched run mirrors workflow card stop

* [aidan] fix/workflow-cards: keep watched run tethered on finish to avoid duplicate chat

* [aidan] feat/schedule-calendar: mark current time with a now line in week view

* [aidan] refactor/private-names: rename error and schedule classifiers from _ to p_

* [aidan] feat/scheduled-tasks: agent workflow scheduling and in-chat convert (#98)

* [aidan] feat/workflow-suggest: nudge user to convert repeatable chat to workflow

Add SuggestConvertToWorkflow MCP tool that agents call at the end of a task
when they've completed something worth repeating (daily report, weekly check,
recurring data pull). Frontend detects the tool call and glows the "Convert to
workflow" button 3 times to draw the eye. When user clicks it, the suggested
cadence (e.g. "every weekday at 9am") is stored in the draft and seeded into
the scheduling agent's first prompt, so the agent can act on the suggestion
rather than asking the user again.

Tool is never auto-called — agents decide when a task is genuinely repeatable
(not debugging, creative work, one-off lookup). Tool description emphasizes
sparse, high-confidence use only (once per session max).

Files changed:
- backend/apps/agents/schedule_mcp_server.py: add SuggestConvertToWorkflow tool
- frontend/src/shared/mcpToolMeta.ts: add label for new tool
- frontend/src/app/pages/Dashboard/cards/AgentCard.tsx: detect suggestion in
  session messages, show+glow "Convert to workflow" button, pass cadence to draft
- frontend/src/shared/state/workflowsSlice.ts: add suggested_cadence field to
  Workflow interface
- frontend/src/app/pages/Workflows/SchedulingView.tsx: seed scheduling agent
  prompt with suggested cadence hint

* [aidan] feat/agent-scheduling: route recurring asks through native workflows, deny claude cron skill

* [aidan] feat/workflow-convert: in-chat convert popup and auto-open scheduled workflow card

* [aidan] ux/calendar-page: schedule calendar restyle + popover fixes (#99)

* [aidan] fix/dashboard-delete: remove workflows calendar panel on delete key

* [aidan] ux/workflows-calendar: restyle hub, fix today highlight, add toolbar toggle

* [aidan] ux/schedule-popover: compact density, fix sticky header bleed, add header spacing

* [aidan] ux/schedule-calendar: hollow ring dot for past fires in month view

* [aidan] ux/schedule-calendar: clickable +N more opens day's full run list

* [aidan] feat/run-log-filters: add success and skipped pills to scheduled task history

* [aidan] fix/convert-button: stop drag capture so convert-to-workflow click fires

* [aidan] ux/calendar-card: match border color and radius to chat and workflow cards

* [aidan] fix/minimap: render missed-runs card on the minimap

* [aidan] ux/run-sparkline: simplify tooltip to plain run tally

* [aidan] ux/run-history: collapse expanded run view to one clickable line

* [aidan] ux/calendar-card: match corner radius to browser cards

* [aidan] feat/workflows: launch-time scheduling UX and workflow-card polish (#101)

* [aidan] feat/schedule-list: lazy-load list view via scroll sentinel

* [aidan] feat/missed-runs: launch toast with per-workflow counts and pan-to-card

* [aidan] fix/dashboard-tethers: keep watching line anchored on canvas zoom

* [aidan] feat/scheduled-tasks: review missed runs at launch instead of auto-firing on_missed

* [aidan] refactor/workflow-cards: use radius and status design tokens, polish card chrome

* [aidan] ux/agent-card: keep convert-to-workflow visible during runs with mid-turn toast

* [aidan] ux/mcp-bubble: drop redundant verb label when a workflow label is shown

* [aidan] chore/backend: remove stale explanatory comments

* [aidan] fix/workflows-hub: load workflows on hub mount so calendar fills at launch

* [aidan] feat/workflows: generate title, description, step labels at convert time

* [aidan] fix/tidy-layout: include workflows hub in tidy and fit-to-view

* [aidan] feat/schedule-list: window long list via measured-height virtualizer

* [aidan] ux/workflows-hub: remove time-saved badge from calendar header

* [aidan] fix/types: add missing semantic-type labels and drop stray fade arg

* [aidan] feat/schedule: pin monthly day-of-month and honor repeat-every intervals

* [aidan] feat/schedule: inherit source-session tool surface for scheduled runs

* [aidan] ux/calendar: restack hour-cell events as bars with overflow affordance

* [aidan] feat/calendar: open the run card when clicking a scheduled occurrence

* [aidan] ux/missed-runs: add per-group select-all toggle and rename skip action

* [aidan] feat: new scheduled task design ported

* [aidan] ui: sidebar reorder, repeat controls on schedule card

* [aidan] ui: sidebar, scheduling time

* [aidan] feat/schedule: pin monthly last-day-of-month

* [aidan] feat/steps: per-step enable toggle

* [aidan] feat/workflows: per-workflow color swatch

* [aidan] feat/trash: soft-delete workflows with restore and purge

* [aidan] feat/run-monitor: live run monitor card on the canvas

* [aidan] feat/run-context: attach a run as removable chat context

* [aidan] feat/compose: new-workflow landing page and auto-commit build flow

* [aidan] ui/workflows: dark mode and design-system cohesion

* [aidan] ui/calendar: overflow popover, condensed week view, scroll fix

* [aidan] feat/home: ongoing runs, missed review, and accurate Coming-up counts

* [aidan] fix/run-status: sync ongoing runs and heal stuck/interrupted runs

* [aidan] ux/schedule: last-day-of-month UI, Run-at time typing, interval input

* [aidan] ux/workflows: default window size and toolbar icon

* [aidan] fix/schedule: measure ran_late from start and anchor recurrences to created_at

* [aidan] feat/calendar: render fire times from backend, drop JS recurrence reimpl

* [aidan] chore/dashboard: drop dead configure/missed-run cards, refetch on reconnect

* [aidan] chore/agent-card: remove unreachable convert-to-workflow action

* [aidan] fix/workflows: don't bump updated_at on a no-op draft commit so viewing a workflow doesn't reorder the sidebar

* [aidan] feat/schedule: warn when scheduling a workflow that has no steps

* [aidan] fix/selection-tool: never select the workflows app, and exit the tool on Escape without dropping selections

* [aidan] ux/compose: diversify new-workflow starter prompts across personas

* [aidan] ux/run-monitor: spawn the run card a bit farther right of the workflows app

* [aidan] fix/schedule: harden run recovery and storage writes against crashes

* [aidan] ux/compose: restyle new-workflow starters as a clean pill cluster with rich prompts

* [aidan] fix/workflows: optimistically apply edits so the schedule banner updates instantly

* [aidan] ui/workflows: three-tone surface depth so the window lifts off the canvas in both themes

* [aidan] ui/workflows: close buttons turn red on hover, matching the chat card

* [aidan] test/schedule: cover executor pipeline, storage durability, and recurrence gaps

* [aidan] fix: remove package-lock json

* [aidan] fix/workflows-compose: keep compose view until edit agent replies

* [aidan] feat/workflows: auto-generate workflow + step titles with typewriter animation

* [eric] deps: restore frontend/package-lock.json (PR #105 deletion broke npm ci)

---------

Co-authored-by: Eric <ciregenz@berkeley.edu>
Co-authored-by: cire <134991075+ciregenz@users.noreply.github.com>
2026-06-24 18:58:43 -07:00

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import collections
from collections.abc import Set
from datetime import datetime, timedelta
import regex as re
from dateutil.relativedelta import relativedelta
from tzlocal import get_localzone
from dateparser.conf import apply_settings, check_settings
from dateparser.custom_language_detection.language_mapping import map_languages
from dateparser.date_parser import date_parser
from dateparser.freshness_date_parser import freshness_date_parser
from dateparser.languages.loader import LocaleDataLoader
from dateparser.parser import _parse_absolute, _parse_nospaces
from dateparser.timezone_parser import pop_tz_offset_from_string
from dateparser.utils import (
apply_timezone_from_settings,
get_timezone_from_tz_string,
set_correct_day_from_settings,
set_correct_month_from_settings,
)
from dateparser.utils.strptime import strptime as patched_strptime
APOSTROPHE_LOOK_ALIKE_CHARS = [
"\N{RIGHT SINGLE QUOTATION MARK}", # '\u2019'
"\N{MODIFIER LETTER APOSTROPHE}", # '\u02bc'
"\N{MODIFIER LETTER TURNED COMMA}", # '\u02bb'
"\N{ARMENIAN APOSTROPHE}", # '\u055a'
"\N{LATIN SMALL LETTER SALTILLO}", # '\ua78c'
"\N{PRIME}", # '\u2032'
"\N{REVERSED PRIME}", # '\u2035'
"\N{MODIFIER LETTER PRIME}", # '\u02b9'
"\N{FULLWIDTH APOSTROPHE}", # '\uff07'
]
RE_NBSP = re.compile("\xa0", flags=re.UNICODE)
RE_SPACES = re.compile(r"\s+")
RE_TRIM_SPACES = re.compile(r"^\s+(\S.*?)\s+$")
RE_TRIM_COLONS = re.compile(r"(\S.*?):*$")
RE_SANITIZE_SKIP = re.compile(
r"\t|\n|\r|\u00bb|,\s\u0432\b|\u200e|\xb7|\u200f|\u064e|\u064f", flags=re.M
)
RE_SANITIZE_RUSSIAN = re.compile(r"([\W\d])\u0433\.", flags=re.I | re.U)
RE_SANITIZE_CROATIAN = re.compile(
r"(\d+)\.\s?(\d+)\.\s?(\d+)\.( u)?", flags=re.I | re.U
)
RE_SANITIZE_PERIOD = re.compile(r"(?<=[^0-9\s])\.", flags=re.U)
RE_SANITIZE_ON = re.compile(r"^.*?on:\s+(.*)")
RE_SANITIZE_APOSTROPHE = re.compile("|".join(APOSTROPHE_LOOK_ALIKE_CHARS))
RE_SEARCH_TIMESTAMP = re.compile(r"^(\d{10})(\d{3})?(\d{3})?(?![^.])")
RE_SEARCH_NEGATIVE_TIMESTAMP = re.compile(r"^([-]\d{10})(\d{3})?(\d{3})?(?![^.])")
def sanitize_spaces(date_string):
date_string = RE_NBSP.sub(" ", date_string)
date_string = RE_SPACES.sub(" ", date_string)
date_string = RE_TRIM_SPACES.sub(r"\1", date_string)
return date_string
def date_range(begin, end, **kwargs):
dateutil_error_prone_args = [
"year",
"month",
"week",
"day",
"hour",
"minute",
"second",
]
for arg in dateutil_error_prone_args:
if arg in kwargs:
raise ValueError("Invalid argument: %s" % arg)
step = relativedelta(**kwargs) if kwargs else relativedelta(days=1)
date = begin
while date < end:
yield date
date += step
# handles edge-case when iterating months and last interval is < 30 days
if kwargs.get("months", 0) > 0 and (date.year, date.month) == (end.year, end.month):
yield end
def get_intersecting_periods(low, high, period="day"):
if period not in [
"year",
"month",
"week",
"day",
"hour",
"minute",
"second",
"microsecond",
]:
raise ValueError("Invalid period: {}".format(period))
if high <= low:
return
step = relativedelta(**{period + "s": 1})
current_period_start = low
if isinstance(current_period_start, datetime):
reset_arguments = {}
for test_period in ["microsecond", "second", "minute", "hour"]:
if test_period == period:
break
else:
reset_arguments[test_period] = 0
current_period_start = current_period_start.replace(**reset_arguments)
if period == "week":
current_period_start = current_period_start - timedelta(
days=current_period_start.weekday()
)
elif period == "month":
current_period_start = current_period_start.replace(day=1)
elif period == "year":
current_period_start = current_period_start.replace(month=1, day=1)
while current_period_start < high:
yield current_period_start
current_period_start += step
def sanitize_date(date_string):
date_string = RE_SANITIZE_SKIP.sub(" ", date_string)
date_string = RE_SANITIZE_RUSSIAN.sub(
r"\1 ", date_string
) # remove 'г.' (Russian for year) but not in words
date_string = RE_SANITIZE_CROATIAN.sub(
r"\1.\2.\3 ", date_string
) # extra '.' and 'u' interferes with parsing relative fractional dates
date_string = sanitize_spaces(date_string)
date_string = RE_SANITIZE_PERIOD.sub("", date_string)
date_string = RE_SANITIZE_ON.sub(r"\1", date_string)
date_string = RE_TRIM_COLONS.sub(r"\1", date_string)
date_string = RE_SANITIZE_APOSTROPHE.sub("'", date_string)
date_string = date_string.strip()
return date_string
def get_date_from_timestamp(date_string, settings, negative=False):
if negative:
match = RE_SEARCH_NEGATIVE_TIMESTAMP.search(date_string)
else:
match = RE_SEARCH_TIMESTAMP.search(date_string)
if match:
if (
settings is None
or settings.TIMEZONE is None
or "local" in settings.TIMEZONE.lower()
):
# If the timezone in settings is unset, or it's 'local', use the
# local timezone
timezone = get_localzone()
else:
# Otherwise, use the timezone given in settings
timezone = get_timezone_from_tz_string(settings.TIMEZONE)
seconds = int(match.group(1))
millis = int(match.group(2) or 0)
micros = int(match.group(3) or 0)
date_obj = datetime.fromtimestamp(seconds, timezone).replace(
microsecond=millis * 1000 + micros, tzinfo=None
)
date_obj = apply_timezone_from_settings(date_obj, settings)
return date_obj
def parse_with_formats(date_string, date_formats, settings):
"""Parse with formats and return a dictionary with 'period' and 'obj_date'.
:returns: :class:`datetime.datetime`, dict or None
"""
period = "day"
for date_format in date_formats:
try:
date_obj = patched_strptime(date_string, date_format)
except ValueError:
continue
else:
missing_month = not any(m in date_format for m in ["%m", "%b", "%B"])
missing_day = "%d" not in date_format
if missing_month and missing_day:
period = "year"
date_obj = set_correct_month_from_settings(date_obj, settings)
date_obj = set_correct_day_from_settings(date_obj, settings)
elif missing_month:
period = "year"
date_obj = set_correct_month_from_settings(date_obj, settings)
elif missing_day:
period = "month"
date_obj = set_correct_day_from_settings(date_obj, settings)
if not ("%y" in date_format or "%Y" in date_format):
today = datetime.today()
date_obj = date_obj.replace(year=today.year)
date_obj = apply_timezone_from_settings(date_obj, settings)
return DateData(date_obj=date_obj, period=period)
else:
return DateData(date_obj=None, period=period)
class _DateLocaleParser:
def __init__(self, locale, date_string, date_formats, settings=None):
self._settings = settings
if not (date_formats is None or isinstance(date_formats, (list, tuple, Set))):
raise TypeError("Date formats should be list, tuple or set of strings")
self.locale = locale
self.date_string = date_string
self.date_formats = date_formats
self._translated_date = None
self._translated_date_with_formatting = None
self._parsers = {
"timestamp": self._try_timestamp,
"negative-timestamp": self._try_negative_timestamp,
"relative-time": self._try_freshness_parser,
"custom-formats": self._try_given_formats,
"absolute-time": self._try_absolute_parser,
"no-spaces-time": self._try_nospaces_parser,
}
@classmethod
def parse(cls, locale, date_string, date_formats=None, settings=None):
instance = cls(locale, date_string, date_formats, settings)
return instance._parse()
def _parse(self):
for parser_name in self._settings.PARSERS:
date_data = self._parsers[parser_name]()
if self._is_valid_date_data(date_data):
return date_data
else:
return None
def _try_timestamp_parser(self, negative=False):
return DateData(
date_obj=get_date_from_timestamp(
self.date_string, self._settings, negative=negative
),
period="time" if self._settings.RETURN_TIME_AS_PERIOD else "day",
)
def _try_timestamp(self):
return self._try_timestamp_parser()
def _try_negative_timestamp(self):
return self._try_timestamp_parser(negative=True)
def _try_freshness_parser(self):
try:
return freshness_date_parser.get_date_data(
self._get_translated_date(), self._settings
)
except (OverflowError, ValueError):
return None
def _try_absolute_parser(self):
return self._try_parser(parse_method=_parse_absolute)
def _try_nospaces_parser(self):
return self._try_parser(parse_method=_parse_nospaces)
def _try_parser(self, parse_method):
original_order = self._settings.DATE_ORDER
# Use locale date order unless DATE_ORDER was explicitly set by the caller.
if (
self._settings.PREFER_LOCALE_DATE_ORDER
and "DATE_ORDER" not in self._settings._mod_settings
):
first_order = self.locale.info.get("date_order", original_order)
else:
first_order = original_order
candidates = [first_order]
# If the caller requires a year (and not a day) and did not set DATE_ORDER,
# retry once or twice with year-biased orders to resolve month-number ambiguity.
require_parts = set(getattr(self._settings, "REQUIRE_PARTS", None) or [])
if (
"DATE_ORDER" not in self._settings._mod_settings
and "year" in require_parts
and "day" not in require_parts
):
for order in ("MYD", "YMD"):
if order not in candidates:
candidates.append(order)
translated = self._get_translated_date()
try:
for order in candidates:
self._settings.DATE_ORDER = order
try:
date_obj, period = date_parser.parse(
translated,
parse_method=parse_method,
settings=self._settings,
)
return DateData(date_obj=date_obj, period=period)
except ValueError:
continue
return None
finally:
self._settings.DATE_ORDER = original_order
def _try_given_formats(self):
if not self.date_formats:
return
return parse_with_formats(
self._get_translated_date_with_formatting(),
self.date_formats,
settings=self._settings,
)
def _get_translated_date(self):
if self._translated_date is None:
self._translated_date = self.locale.translate(
self.date_string, keep_formatting=False, settings=self._settings
)
return self._translated_date
def _get_translated_date_with_formatting(self):
if self._translated_date_with_formatting is None:
self._translated_date_with_formatting = self.locale.translate(
self.date_string, keep_formatting=True, settings=self._settings
)
return self._translated_date_with_formatting
def _is_valid_date_data(self, date_data):
if not isinstance(date_data, DateData):
return False
if not date_data["date_obj"] or not date_data["period"]:
return False
if date_data["date_obj"] and not isinstance(date_data["date_obj"], datetime):
return False
if date_data["period"] not in ("time", "day", "week", "month", "year"):
return False
return True
class DateData:
"""
Class that represents the parsed data with useful information.
It can be accessed with square brackets like a dict object.
"""
def __init__(self, *, date_obj=None, period=None, locale=None):
self.date_obj = date_obj
self.period = period
self.locale = locale
def __getitem__(self, k):
if not hasattr(self, k):
raise KeyError(k)
return getattr(self, k)
def __setitem__(self, k, v):
if not hasattr(self, k):
raise KeyError(k)
setattr(self, k, v)
def __repr__(self):
properties_text = ", ".join(
"{}={}".format(prop, val.__repr__()) for prop, val in self.__dict__.items()
)
return "{}({})".format(self.__class__.__name__, properties_text)
class DateDataParser:
"""
Class which handles language detection, translation and subsequent generic parsing of
string representing date and/or time.
:param languages:
A list of language codes, e.g. ['en', 'es', 'zh-Hant'].
If locales are not given, languages and region are
used to construct locales for translation.
:type languages: list
:param locales:
A list of locale codes, e.g. ['fr-PF', 'qu-EC', 'af-NA'].
The parser uses only these locales to translate date string.
:type locales: list
:param region:
A region code, e.g. 'IN', '001', 'NE'.
If locales are not given, languages and region are
used to construct locales for translation.
:type region: str
:param try_previous_locales:
If True, locales previously used to translate date are tried first.
:type try_previous_locales: bool
:param use_given_order:
If True, locales are tried for translation of date string
in the order in which they are given. This is equivalent to the
``USE_GIVEN_LANGUAGE_ORDER`` setting; the given order is preserved if
either is enabled.
:type use_given_order: bool
:param settings:
Configure customized behavior using settings defined in :mod:`dateparser.conf.Settings`.
:type settings: dict
:param detect_languages_function:
A function for language detection that takes as input a `text` and a `confidence_threshold`,
and returns a list of detected language codes.
Note: this function is only used if ``languages`` and ``locales`` are not provided.
:type detect_languages_function: function
:return: A parser instance
:raises:
``ValueError``: Unknown Language, ``TypeError``: Languages argument must be a list,
``SettingValidationError``: A provided setting is not valid.
"""
locale_loader = None
@apply_settings
def __init__(
self,
languages=None,
locales=None,
region=None,
try_previous_locales=False,
use_given_order=False,
settings=None,
detect_languages_function=None,
):
if languages is not None and not isinstance(languages, (list, tuple, Set)):
raise TypeError(
"languages argument must be a list (%r given)" % type(languages)
)
if locales is not None and not isinstance(locales, (list, tuple, Set)):
raise TypeError(
"locales argument must be a list (%r given)" % type(locales)
)
if region is not None and not isinstance(region, str):
raise TypeError("region argument must be str (%r given)" % type(region))
if not isinstance(try_previous_locales, bool):
raise TypeError(
"try_previous_locales argument must be a boolean (%r given)"
% type(try_previous_locales)
)
if not isinstance(use_given_order, bool):
raise TypeError(
"use_given_order argument must be a boolean (%r given)"
% type(use_given_order)
)
if not locales and not languages and use_given_order:
raise ValueError(
"locales or languages must be given if use_given_order is True"
)
check_settings(settings)
self._settings = settings
self.try_previous_locales = try_previous_locales
self.use_given_order = use_given_order
self.languages = list(languages) if languages else None
self.locales = locales
self.region = region
self.detect_languages_function = detect_languages_function
self.previous_locales = collections.OrderedDict()
def get_date_data(self, date_string, date_formats=None):
"""
Parse string representing date and/or time in recognizable localized formats.
Supports parsing multiple languages and timezones.
:param date_string:
A string representing date and/or time in a recognizably valid format.
:type date_string: str
:param date_formats:
A list of format strings using directives as given
`here <https://docs.python.org/2/library/datetime.html#strftime-and-strptime-behavior>`_.
The parser applies formats one by one, taking into account the detected languages.
:type date_formats: list
:return: a ``DateData`` object.
:raises: ValueError - Unknown Language
.. note:: *Period* values can be a 'day' (default), 'week', 'month', 'year', 'time'.
*Period* represents the granularity of date parsed from the given string.
In the example below, since no day information is present, the day is assumed to be current
day ``16`` from *current date* (which is June 16, 2015, at the moment of writing this).
Hence, the level of precision is ``month``:
>>> DateDataParser().get_date_data('March 2015')
DateData(date_obj=datetime.datetime(2015, 3, 16, 0, 0), period='month', locale='en')
Similarly, for date strings with no day and month information present, level of precision
is ``year`` and day ``16`` and month ``6`` are from *current_date*.
>>> DateDataParser().get_date_data('2014')
DateData(date_obj=datetime.datetime(2014, 6, 16, 0, 0), period='year', locale='en')
Dates with time zone indications or UTC offsets are returned in UTC time unless
specified using `Settings <https://dateparser.readthedocs.io/en/latest/settings.html#settings>`__.
>>> DateDataParser().get_date_data('23 March 2000, 1:21 PM CET')
DateData(date_obj=datetime.datetime(2000, 3, 23, 13, 21, tzinfo=<StaticTzInfo 'CET'>),
period='day', locale='en')
"""
if not isinstance(date_string, str):
raise TypeError("Input type must be str")
res = parse_with_formats(date_string, date_formats or [], self._settings)
if res["date_obj"]:
return res
date_string = sanitize_date(date_string)
for locale in self._get_applicable_locales(date_string):
parsed_date = _DateLocaleParser.parse(
locale, date_string, date_formats, settings=self._settings
)
if parsed_date:
parsed_date["locale"] = locale.shortname
if self.try_previous_locales:
self.previous_locales[locale] = None
return parsed_date
else:
return DateData(date_obj=None, period="day", locale=None)
def get_date_tuple(self, *args, **kwargs):
date_data = self.get_date_data(*args, **kwargs)
fields = date_data.__dict__.keys()
date_tuple = collections.namedtuple("DateData", fields)
return date_tuple(**date_data.__dict__)
def _get_applicable_locales(self, date_string):
# The given order is preserved if requested either through the
# ``use_given_order`` constructor argument or the
# ``USE_GIVEN_LANGUAGE_ORDER`` setting (which also reaches the
# top-level :func:`dateparser.parse`). When no languages or locales are
# given there is nothing to order, so the default order is used.
use_given_order = (
self.use_given_order or self._settings.USE_GIVEN_LANGUAGE_ORDER
)
pop_tz_cache = []
def date_strings():
"""A generator instead of a static list to avoid calling
pop_tz_offset_from_string if the first locale matches on unmodified
date_string.
"""
yield date_string
if not pop_tz_cache:
stripped_date_string, _ = pop_tz_offset_from_string(
date_string, as_offset=False
)
if stripped_date_string == date_string:
stripped_date_string = None
pop_tz_cache[:] = [stripped_date_string]
(stripped_date_string,) = pop_tz_cache
if stripped_date_string is not None:
yield stripped_date_string
if self.try_previous_locales:
for locale in self.previous_locales.keys():
for s in date_strings():
if self._is_applicable_locale(locale, s):
yield locale
if self.detect_languages_function and not self.languages and not self.locales:
detected_languages = self.detect_languages_function(
text=date_string,
confidence_threshold=self._settings.LANGUAGE_DETECTION_CONFIDENCE_THRESHOLD,
)
self.languages = map_languages(detected_languages)
for locale in self._get_locale_loader().get_locales(
languages=self.languages,
locales=self.locales,
region=self.region,
use_given_order=use_given_order,
):
for s in date_strings():
if self._is_applicable_locale(locale, s):
yield locale
if self._settings.DEFAULT_LANGUAGES:
for locale in self._get_locale_loader().get_locales(
languages=self._settings.DEFAULT_LANGUAGES,
locales=None,
region=self.region,
use_given_order=use_given_order,
):
yield locale
def _is_applicable_locale(self, locale, date_string):
return locale.is_applicable(
date_string,
strip_timezone=False, # it is stripped outside
settings=self._settings,
)
@classmethod
def _get_locale_loader(cls):
if not cls.locale_loader:
cls.locale_loader = LocaleDataLoader()
return cls.locale_loader