class _RandomGenerator(_Generator):
name = i18n.make_translatable_string('Des métiers au hasard')
max_jobs: Optional[int] = 30
def get_jobs(
self, *, allowed_job_ids: Set[str], **unused_kwargs: Any) -> Optional[_ComputedSection]:
seed = _create_random_seed()
randomizer = random.Random(seed)
num_jobs = min(self._num_jobs_for_first_batch, len(allowed_job_ids))
return _ComputedSection(
[
upskilling_pb2.Job(job_group=job_pb2.JobGroup(rome_id=rome_id))
for rome_id in randomizer.sample(allowed_job_ids, num_jobs)
],
state=seed)
def get_more_jobs(
self, *, scoring_project: scoring.ScoringProject, section_id: str, # pylint: disable=unused-argument
state: str) -> upskilling_pb2.Section:
"""Generate more jobs for a given section."""
randomizer = random.Random(state)
good_jobs = jobs.get_all_good_job_group_ids(scoring_project.database)
num_jobs = len(good_jobs) if self.max_jobs is None else min(self.max_jobs, len(good_jobs))
return upskilling_pb2.Section(jobs=[
upskilling_pb2.Job(job_group=job_pb2.JobGroup(rome_id=rome_id))
for rome_id in randomizer.sample(good_jobs, num_jobs)[self._num_jobs_for_first_batch:]
])
class _BestSalariesLowQualifGenerator(_BestJobsGenerator):
name = i18n.make_translatable_string(
'Des métiers avec un bon salaire accessibles avec un Bac+2 ou moins %inDepartement')
max_level: 'job_pb2.DegreeLevel.V' = job_pb2.BTS_DUT_DEUG
def _create_job(self, related_job_group: job_pb2.RelatedJobGroup) -> upskilling_pb2.Job:
shown_metric = related_job_group.local_stats.imt.junior_salary.short_text or \
related_job_group.local_stats.salary.short_text
return upskilling_pb2.Job(
job_group=related_job_group.job_group,
shown_metric=shown_metric,
)
def _has_low_qualif(
self, scoring_project: scoring.ScoringProject, job: job_pb2.RelatedJobGroup) -> bool:
job_group = jobs.get_group_proto(scoring_project.database, job.job_group.rome_id)
if not job_group or not job_group.requirements.diplomas:
return False
percent_required_high_diploma = sum(
diploma.percent_required for diploma in job_group.requirements.diplomas
if diploma.diploma.level > self.max_level
)
return percent_required_high_diploma < 50
def _get_all_section_jobs(
self, *, best_jobs: job_pb2.BestJobsInArea, scoring_project: scoring.ScoringProject) \
-> Sequence[job_pb2.RelatedJobGroup]:
return [
best_job
for best_job in best_jobs.best_salaries_jobs
if self._has_low_qualif(scoring_project, best_job)
]
class _BestRelativeScoreJobsGenerator(_BestJobsGenerator):
name = i18n.make_translatable_string('Des métiers qui recrutent bien %inDepartement')
def _get_all_section_jobs(
self, *, best_jobs: job_pb2.BestJobsInArea, **unused_kwargs: Any) \
-> Sequence[job_pb2.RelatedJobGroup]:
return best_jobs.best_relative_score_jobs
class _BestLocalMarketScoreGenerator(_BestJobsGenerator):
name = i18n.make_translatable_string('Des métiers avec peu de concurrence %inDepartement')
def _get_all_section_jobs(
self, *, best_jobs: job_pb2.BestJobsInArea, **unused_kwargs: Any) \
-> Sequence[job_pb2.RelatedJobGroup]:
return best_jobs.best_local_market_score_jobs
class _BestSalariesGenerator(_BestJobsGenerator):
name = i18n.make_translatable_string('Des métiers avec un bon salaire %inDepartement')
def _create_job(self, related_job_group: job_pb2.RelatedJobGroup) -> upskilling_pb2.Job:
shown_metric = related_job_group.local_stats.imt.junior_salary.short_text or \
related_job_group.local_stats.salary.short_text
return upskilling_pb2.Job(
job_group=related_job_group.job_group,
shown_metric=shown_metric,
)
def _get_all_section_jobs(
self, *, best_jobs: job_pb2.BestJobsInArea, **unused_kwargs: Any) \
-> Sequence[job_pb2.RelatedJobGroup]:
return best_jobs.best_salaries_jobs
class _LowAutomationRiskGenerator(_Generator):
name = i18n.make_translatable_string('Des métiers qui ne seront pas remplacés par des robots')
max_jobs: Optional[int] = 30
automation_risk_threshold = 25
def get_jobs(
self, *, scoring_project: scoring.ScoringProject, **unused_kwargs: Any,
) -> Optional[_ComputedSection]:
seed = _create_random_seed()
safe_jobs = jobs.get_all_good_job_group_ids(
scoring_project.database, automation_risk_threshold=self.automation_risk_threshold,
unknown_risk_value=50)
randomizer = random.Random(seed)
num_jobs = min(self._num_jobs_for_first_batch, len(safe_jobs))
return _ComputedSection(
[
upskilling_pb2.Job(job_group=job_pb2.JobGroup(rome_id=rome_id))
for rome_id in randomizer.sample(safe_jobs, num_jobs)
],
state=seed)
def get_more_jobs(
self, *, scoring_project: scoring.ScoringProject, section_id: str, # pylint: disable=unused-argument
state: str) -> upskilling_pb2.Section:
"""Generate more jobs for a given section."""
randomizer = random.Random(state)
safe_jobs = jobs.get_all_good_job_group_ids(
scoring_project.database, automation_risk_threshold=self.automation_risk_threshold,
unknown_risk_value=50)
num_jobs = len(safe_jobs) if self.max_jobs is None else min(self.max_jobs, len(safe_jobs))
return upskilling_pb2.Section(jobs=[
upskilling_pb2.Job(job_group=job_pb2.JobGroup(rome_id=rome_id))
for rome_id in randomizer.sample(safe_jobs, num_jobs)[self._num_jobs_for_first_batch:]
])
import os
from typing import KeysView, Optional
from algoliasearch import exceptions
from algoliasearch import search_client
from algoliasearch import search_index
from google.protobuf import json_format
from bob_emploi.frontend.server import i18n
from bob_emploi.frontend.server import mongo
from bob_emploi.frontend.server import proto
from bob_emploi.frontend.api import geo_pb2
_DEPARTEMENTS: proto.MongoCachedCollection[geo_pb2.Departement] = \
proto.MongoCachedCollection(geo_pb2.Departement, 'departements')
_IN_DEPARTEMENT = i18n.make_translatable_string('en {departement_name}')
@functools.lru_cache()
def _get_algolia_index() -> search_index.SearchIndex:
return search_client.SearchClient.create(
os.getenv('ALGOLIA_APP_ID', 'K6ACI9BKKT'),
os.getenv('ALGOLIA_API_KEY',
'da4db0bf437e37d6d49cefcb8768c67a')).init_index('cities')
def list_all_departements(database: mongo.NoPiiMongoDatabase) -> KeysView[str]:
"""List all French département IDs."""
return _DEPARTEMENTS.get_collection(database).keys()
import datetime
from typing import Any
from urllib import parse
from bob_emploi.frontend.api import user_pb2
from bob_emploi.frontend.server import auth_token
from bob_emploi.frontend.server import i18n
from bob_emploi.frontend.server import jobs
from bob_emploi.frontend.server import mongo
from bob_emploi.frontend.server import product
from bob_emploi.frontend.server import scoring
from bob_emploi.frontend.server.mail import campaign
_COACH_FIRST_NAME = 'Tabitha'
_PRODUCT = 'Jobflix'
_SENDER_NAME = i18n.make_translatable_string("{0} et l'équipe de {1}").\
format(_COACH_FIRST_NAME, _PRODUCT)
def get_default_vars(user: user_pb2.User,
**unused_kwargs: Any) -> dict[str, Any]:
"""Default template variables for a Jobflix campaign."""
return {
'productName':
product.bob.get_plugin_config('jobflix', 'productName', _PRODUCT),
'productUrl':
parse.urljoin(
product.bob.base_url,
product.bob.get_plugin_config('jobflix', 'productUrl',
'https://www.jobflix.app')),
'senderFirstName':
"""Common function to handle jobs."""
import logging
import os
import typing
from typing import KeysView, Mapping, Iterable, Optional, Set
from bob_emploi.frontend.api import job_pb2
from bob_emploi.frontend.server import cache
from bob_emploi.frontend.server import i18n
from bob_emploi.frontend.server import mongo
from bob_emploi.frontend.server import proto
EMPLOYMENT_TYPES = {
job_pb2.INTERNSHIP:
i18n.make_translatable_string('stage'),
job_pb2.CDI:
i18n.make_translatable_string('CDI'),
job_pb2.CDD_OVER_3_MONTHS:
i18n.make_translatable_string('CDD de plus de 3 mois'),
job_pb2.CDD_LESS_EQUAL_3_MONTHS:
i18n.make_translatable_string('CDD de moins de 3 mois'),
job_pb2.INTERIM:
i18n.make_translatable_string('intérim'),
job_pb2.ANY_CONTRACT_LESS_THAN_A_MONTH:
i18n.make_translatable_string("contrat de moins d'un mois"),
}
# Cache (from MongoDB) of job group info.
_JOB_GROUPS_INFO: proto.MongoCachedCollection[job_pb2.JobGroup] = \
proto.MongoCachedCollection(job_pb2.JobGroup, 'job_group_info')
campaign.register_campaign(
campaign.Campaign(
campaign_id=_CAMPAIGN_ID,
mongo_filters={
'projects': {
'$elemMatch': {
'jobSearchHasNotStarted': {
'$ne': True
},
'isIncomplete': {
'$ne': True
},
'actions.0': {
'$exists': True
},
}
},
'emailsSent': {
'$not': {
'$elemMatch': {
'campaignId': _CAMPAIGN_ID
}
}
},
},
get_vars=_get_vars,
sender_name=i18n.make_translatable_string(
"{{var:firstTeamMember}} et l'équipe de {{var:productName}}"),
sender_email='*****@*****.**',
))
goal = 'décrocher votre prochain emploi'
return campaign.get_default_coaching_email_vars(user) | {
'goal': goal,
'numberUsers': '250\u00A0000',
'lastYear': str(now.year - 1),
'year': str(now.year),
}
campaign.register_campaign(
campaign.Campaign(
campaign_id='christmas',
mongo_filters={},
get_vars=_christmas_vars,
is_coaching=True,
is_big_focus=True,
sender_name=i18n.make_translatable_string(
'Joanna de {{var:productName}}'),
sender_email='*****@*****.**',
))
campaign.register_campaign(
campaign.Campaign(
campaign_id='new-year',
mongo_filters={},
get_vars=_new_year_vars,
sender_name=i18n.make_translatable_string(
'Joanna de {{var:productName}}'),
sender_email='*****@*****.**',
))
class _BestSalariesNoQualifGenerator(_BestSalariesLowQualifGenerator):
name = i18n.make_translatable_string(
'Des métiers avec un bon salaire accessibles sans diplôme %inDepartement')
max_level = job_pb2.NO_DEGREE
from typing import Any, Iterable, Mapping, Optional, Sequence
from bob_emploi.frontend.server import i18n
from bob_emploi.frontend.server import geo
from bob_emploi.frontend.server import jobs
from bob_emploi.frontend.server import mongo
from bob_emploi.frontend.server import proto
from bob_emploi.frontend.api import geo_pb2
from bob_emploi.frontend.api import job_pb2
from bob_emploi.frontend.api import project_pb2
from bob_emploi.frontend.api import user_pb2
from bob_emploi.frontend.server import scoring
from bob_emploi.frontend.server.mail import campaign
_FRENCH_MONTHS = i18n.make_translatable_string(
'janvier/février/mars/avril/mai/juin/juillet/août/septembre/octobre/novembre/décembre')
_BOB_DEPLOYMENT = os.getenv('BOB_DEPLOYMENT', 'fr')
_APPLICATION_MODES_SHORT = {
job_pb2.SPONTANEOUS_APPLICATION: i18n.make_translatable_string('Les Candidatures Spontanées'),
job_pb2.PLACEMENT_AGENCY: i18n.make_translatable_string('Les Intermédiaires'),
job_pb2.PERSONAL_OR_PROFESSIONAL_CONTACTS: i18n.make_translatable_string('Le Réseau'),
}
_EMPLOYMENT_TYPES_TITLE = {
job_pb2.INTERNSHIP: i18n.make_translatable_string('Stage'),
job_pb2.CDI: i18n.make_translatable_string('CDI'),
job_pb2.CDD_OVER_3_MONTHS: i18n.make_translatable_string('CDD long'),
job_pb2.CDD_LESS_EQUAL_3_MONTHS: i18n.make_translatable_string('CDD court'),
job_pb2.INTERIM: i18n.make_translatable_string('Intérim'),
job_pb2.ANY_CONTRACT_LESS_THAN_A_MONTH: i18n.make_translatable_string('Contrat court'),
class _AllJobsGenerator(_RandomGenerator):
name = i18n.make_translatable_string('Tous les métiers porteurs')
max_jobs = None
campaign.Campaign(
campaign_id='focus-self-develop',
mongo_filters={
'projects': {
'$elemMatch': {
'jobSearchHasNotStarted': {
'$ne': True
},
'isIncomplete': {
'$ne': True
},
}
}
},
get_vars=_get_self_development_vars,
sender_name=i18n.make_translatable_string(
"Joanna et l'équipe de {{var:productName}}"),
sender_email='*****@*****.**',
is_coaching=True,
is_big_focus=True,
),
campaign.Campaign(
campaign_id='focus-body-language',
mongo_filters={
'projects': {
'$elemMatch': {
'isIncomplete': {
'$ne': True
},
}
},
'profile.frustrations': {
'gender': user_profile_pb2.Gender.Name(
user.profile.gender),
'mainChallenge': main_challenge_id,
}),
}),
}
_FFS_CAMPAIGN = campaign.Campaign(
campaign_id=_CAMPAIGN_ID,
mongo_filters={
'emailsSent': {
'$not': {
'$elemMatch': {
'campaignId': _CAMPAIGN_ID
}
}
},
# Don't bug very old users, they wouldn't pass the date check anyway.
'registeredAt': {
'$gt': '2022-02-01'
},
},
get_vars=_get_ffs_vars,
sender_name=i18n.make_translatable_string(
'Tabitha de {{var:productName}}'),
sender_email='*****@*****.**',
)
campaign.register_campaign(_FFS_CAMPAIGN)
from bob_emploi.frontend.server import proto
from bob_emploi.frontend.server.mail import campaign
from bob_emploi.frontend.server.mail import mail_send
_TWO_YEARS_AGO_STRING = \
proto.datetime_to_json_string(datetime.datetime.now() - datetime.timedelta(730))
def _account_deletion_notice_vars(user: user_pb2.User, **unused_kwargs: Any) -> dict[str, str]:
return dict(
campaign.get_default_vars(user),
loginUrl=campaign.create_logged_url(user.user_id))
campaign.register_campaign(campaign.Campaign(
campaign_id='account-deletion-notice',
mongo_filters={
# User hasn't been on Bob for two years.
'registeredAt': {'$lt': _TWO_YEARS_AGO_STRING},
'requestedByUserAtDate': {'$not': {'$gt': _TWO_YEARS_AGO_STRING}},
# User hasn't read any email we sent to them in the last two years.
'emailsSent': {'$not': {'$elemMatch': {
'sentAt': {'$gt': _TWO_YEARS_AGO_STRING},
'status': {'$in': list(mail_send.READ_EMAIL_STATUS_STRINGS)},
}}},
},
get_vars=_account_deletion_notice_vars,
sender_name=i18n.make_translatable_string("Joanna et l'équipe de {{var:productName}}"),
sender_email='*****@*****.**',
))
import unidecode
from bob_emploi.frontend.api import geo_pb2
from bob_emploi.frontend.api import job_pb2
from bob_emploi.frontend.api import project_pb2
from bob_emploi.frontend.api import user_profile_pb2
from bob_emploi.frontend.server import french
from bob_emploi.frontend.server import geo
from bob_emploi.frontend.server import i18n
from bob_emploi.frontend.server import scoring_base
# This is to be put in a sentence related to several people:
# "Les gens trouvent surtout un emploi grâce à ..."
APPLICATION_MODES = {
job_pb2.SPONTANEOUS_APPLICATION:
i18n.make_translatable_string('une candidature spontanée'),
job_pb2.PLACEMENT_AGENCY:
i18n.make_translatable_string('un intermédiaire du placement'),
job_pb2.PERSONAL_OR_PROFESSIONAL_CONTACTS:
i18n.make_translatable_string('leur réseau personnel ou professionnel'),
}
_EXPERIENCE_DURATION_AGO = {
project_pb2.INTERN: i18n.make_translatable_string('il y a peu de temps'),
project_pb2.JUNIOR: i18n.make_translatable_string('il y a peu de temps'),
project_pb2.INTERMEDIARY:
i18n.make_translatable_string('il y a plus de 2 ans'),
project_pb2.SENIOR: i18n.make_translatable_string('il y a plus de 6 ans'),
project_pb2.EXPERT: i18n.make_translatable_string('il y a plus de 10 ans'),
}
