3654dccec1
* refactor(chalice): upgraded dependencies * refactor(chalice): upgraded dependencies feat(chalice): support heatmaps * feat(chalice): support table-of-browsers showing user-count * feat(chalice): support table-of-devices showing user-count * feat(chalice): support table-of-URLs showing user-count * refactor(chalice): refactored insights * feat(chalice): support funnels showing user-count
71 lines
3.2 KiB
Python
71 lines
3.2 KiB
Python
from typing import List
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import schemas
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from chalicelib.core import significance
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from chalicelib.utils import helper
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from chalicelib.utils import sql_helper as sh
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def filter_stages(stages: List[schemas.SessionSearchEventSchema2]):
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ALLOW_TYPES = [schemas.EventType.click, schemas.EventType.input,
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schemas.EventType.location, schemas.EventType.custom,
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schemas.EventType.click_mobile, schemas.EventType.input_mobile,
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schemas.EventType.view_mobile, schemas.EventType.custom_mobile, ]
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return [s for s in stages if s.type in ALLOW_TYPES and s.value is not None]
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def __parse_events(f_events: List[dict]):
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return [schemas.SessionSearchEventSchema2.parse_obj(e) for e in f_events]
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def __fix_stages(f_events: List[schemas.SessionSearchEventSchema2]):
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if f_events is None:
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return
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events = []
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for e in f_events:
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if e.operator is None:
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e.operator = schemas.SearchEventOperator._is
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if not isinstance(e.value, list):
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e.value = [e.value]
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is_any = sh.isAny_opreator(e.operator)
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if not is_any and isinstance(e.value, list) and len(e.value) == 0:
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continue
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events.append(e)
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return events
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# def get_top_insights_on_the_fly_widget(project_id, data: schemas.FunnelInsightsPayloadSchema):
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def get_top_insights_on_the_fly_widget(project_id, data: schemas.CardSeriesFilterSchema,
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metric_of: schemas.MetricOfFunnels):
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data.events = filter_stages(__parse_events(data.events))
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data.events = __fix_stages(data.events)
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if len(data.events) == 0:
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return {"stages": [], "totalDropDueToIssues": 0}
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insights, total_drop_due_to_issues = significance.get_top_insights(filter_d=data,
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project_id=project_id,
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metric_of=metric_of)
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insights = helper.list_to_camel_case(insights)
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if len(insights) > 0:
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if metric_of == schemas.MetricOfFunnels.session_count and total_drop_due_to_issues > (
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insights[0]["sessionsCount"] - insights[-1]["sessionsCount"]):
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total_drop_due_to_issues = insights[0]["sessionsCount"] - insights[-1]["sessionsCount"]
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elif metric_of == schemas.MetricOfFunnels.user_count and total_drop_due_to_issues > (
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insights[0]["usersCount"] - insights[-1]["usersCount"]):
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total_drop_due_to_issues = insights[0]["usersCount"] - insights[-1]["usersCount"]
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insights[-1]["dropDueToIssues"] = total_drop_due_to_issues
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return {"stages": insights,
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"totalDropDueToIssues": total_drop_due_to_issues}
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# def get_issues_on_the_fly_widget(project_id, data: schemas.FunnelSearchPayloadSchema):
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def get_issues_on_the_fly_widget(project_id, data: schemas.CardSeriesFilterSchema):
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data.events = filter_stages(data.events)
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data.events = __fix_stages(data.events)
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if len(data.events) < 0:
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return {"issues": []}
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return {
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"issues": helper.dict_to_camel_case(
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significance.get_issues_list(filter_d=data, project_id=project_id, first_stage=1,
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last_stage=len(data.events)))}
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