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Copy pathR__memberEnrichmentMaterializedViews.sql
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975 lines (954 loc) · 48.6 KB
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-- global member activity counts
drop materialized view if exists "membersGlobalActivityCount" cascade;
create materialized view "membersGlobalActivityCount" as
select msa."memberId",
sum(msa."activityCount") AS total_count
from "memberSegmentsAgg" msa
where msa."segmentId" IN (
select id
from segments
where "grandparentId" is not null
and "parentId" is not null
)
group by msa."memberId";
create unique index ix_member_global_activity_count_member_id on "membersGlobalActivityCount" ("memberId");
create index ix_member_global_activity_count on "membersGlobalActivityCount" (total_count);
-- member enrichment monitoring (total)
drop materialized view if exists "memberEnrichmentMonitoringTotal";
create materialized view "memberEnrichmentMonitoringTotal" as
with all_members as (
select count(*) as count from members
),
total_enrichable_members as (
with enrichable_in_at_least_one_source as (
select mem.id
from members mem
inner join "memberIdentities" mi on mem.id = mi."memberId" and mi.verified
left join "membersGlobalActivityCount" on "membersGlobalActivityCount"."memberId" = mem.id
left join "memberEnrichmentCache" mec on mec."memberId" = mem.id
where (
(mi.verified and
((mi.type = 'username' AND mi.platform = 'github') OR (mi.type = 'email')))
OR
("membersGlobalActivityCount".total_count > 10 AND mi.type = 'email' and mi.verified)
OR
(
("membersGlobalActivityCount".total_count > 500) AND
(mem."displayName" like '% %') AND
(mem.attributes -> 'location' ->> 'default' is not null and
mem.attributes -> 'location' ->> 'default' <> '') AND
(
(mem.attributes -> 'websiteUrl' ->> 'default' is not null and
mem.attributes -> 'websiteUrl' ->> 'default' <> '') OR
(mi.verified AND mi.type = 'username' and mi.platform = 'github') OR
(mi.verified AND mi.type = 'email')
)
)
OR
((mi.verified AND mi.type = 'username' and mi.platform = 'linkedin'))
)
group by mem.id
order by mem.id desc)
select count(*) as count from enrichable_in_at_least_one_source
),
attempted_to_enrich_among_enrichable_members as (
with enrichable_by_clearbit as (
select distinct mec."memberId"
from "memberEnrichmentCache" mec
where mec.source = 'clearbit'
and mec."memberId" in (
select distinct mi."memberId"
from "memberIdentities" mi
where mi.verified and mi.type = 'email'
)
),
enrichable_by_progai as (
select distinct mec."memberId"
from "memberEnrichmentCache" mec
where mec.source = 'progai'
and mec."memberId" in (
select distinct mi."memberId"
from "memberIdentities" mi
where mi.verified
and mi.type = 'username'
and mi.platform = 'github'
)
),
enrichable_by_serp as (
select distinct mec."memberId"
from "memberEnrichmentCache" mec
where mec.source = 'serp'
and mec."memberId" in (
select distinct mem.id as "memberId"
from members mem
inner join "memberIdentities" mi on mem.id = mi."memberId" and mi.verified
inner join "membersGlobalActivityCount"
on "membersGlobalActivityCount"."memberId" = mem.id
where
("membersGlobalActivityCount".total_count > 500 and
(mem."displayName" like '% %') and
(mem.attributes -> 'location' ->> 'default' is not null and
mem.attributes -> 'location' ->> 'default' <> '') and
((mem.attributes -> 'websiteUrl' ->> 'default' is not null and
mem.attributes -> 'websiteUrl' ->> 'default' <> '') OR
(mi.verified and mi.type = 'username' and mi.platform = 'github') OR
(mi.verified and mi.type = 'email')))
group by mem.id
order by mem.id desc
)
),
enrichable_by_progai_linkedin_scraper as (
with clearbit_linkedin_profiles as (
select distinct mec."memberId"
from "memberEnrichmentCache" mec
where mec.source = 'clearbit'
and mec.data is not null
and mec.data -> 'linkedin' ->> 'handle' is not null),
progai_linkedin_profiles as (
select distinct mec."memberId"
from "memberEnrichmentCache" mec
where mec.source = 'progai'
and mec.data is not null
and mec.data ->> 'linkedin_url' is not null),
serp_linkedin_profiles as (
select distinct mec."memberId"
from "memberEnrichmentCache" mec
where mec.source = 'serp'
and mec.data is not null
),
existing_verified_linkedin_identities as (
select distinct mi."memberId"
from "memberIdentities" mi
where mi.platform = 'linkedin' and mi.verified
group by mi."memberId"),
all_unique_members_enrichable_by_progai_linkedin_scraper as (
select "memberId" from clearbit_linkedin_profiles
union
select "memberId" from progai_linkedin_profiles
union
select "memberId" from serp_linkedin_profiles
union
select "memberId" from existing_verified_linkedin_identities)
select distinct "memberId"
from all_unique_members_enrichable_by_progai_linkedin_scraper
),
enrichable_by_crustdata_linkedin_scraper as (
with clearbit_linkedin_profiles as (
select distinct mec."memberId"
from "memberEnrichmentCache" mec
left join "membersGlobalActivityCount" on "membersGlobalActivityCount"."memberId" = mec."memberId"
where "membersGlobalActivityCount".total_count > 1000
and mec.source = 'clearbit'
and mec.data is not null
and mec.data -> 'linkedin' ->> 'handle' is not null),
progai_linkedin_profiles as (
select distinct mec."memberId"
from "memberEnrichmentCache" mec
left join "membersGlobalActivityCount" on "membersGlobalActivityCount"."memberId" = mec."memberId"
where "membersGlobalActivityCount".total_count > 1000
and mec.source = 'progai'
and mec.data is not null
and mec.data ->> 'linkedin_url' is not null),
serp_linkedin_profiles as (
select distinct mec."memberId"
from "memberEnrichmentCache" mec
left join "membersGlobalActivityCount" on "membersGlobalActivityCount"."memberId" = mec."memberId"
where "membersGlobalActivityCount".total_count > 1000
and mec.source = 'serp'
and mec.data is not null),
existing_verified_linkedin_identities as (
select distinct mi."memberId"
from "memberIdentities" mi
left join "membersGlobalActivityCount" on "membersGlobalActivityCount"."memberId" = mi."memberId"
where "membersGlobalActivityCount".total_count > 1000
and mi.verified
and mi.platform = 'linkedin'
group by mi."memberId"),
all_unique_members_enrichable_by_crustdata as (
select "memberId" from clearbit_linkedin_profiles
union
select "memberId" from progai_linkedin_profiles
union
select "memberId" from serp_linkedin_profiles
union
select "memberId" from existing_verified_linkedin_identities)
select distinct "memberId" from all_unique_members_enrichable_by_crustdata
),
unique_members as (
select "memberId" from enrichable_by_clearbit
union
select "memberId" from enrichable_by_progai
union
select "memberId" from enrichable_by_serp
union
select "memberId" from enrichable_by_progai_linkedin_scraper
union
select "memberId" from enrichable_by_crustdata_linkedin_scraper)
select count(distinct "memberId") as count
from unique_members)
SELECT (SELECT count FROM all_members) as "totalMembers",
(SELECT count FROM total_enrichable_members) as "enrichableMembers",
(SELECT count FROM attempted_to_enrich_among_enrichable_members) as "attemptedToEnrich";
-- member enrichment monitoring (clearbit)
drop materialized view if exists "memberEnrichmentMonitoringClearbit";
create materialized view "memberEnrichmentMonitoringClearbit" as
with clearbit_enrichable_members as (
select count(distinct mi."memberId") as count
from "memberIdentities" mi
left join "membersGlobalActivityCount" on "membersGlobalActivityCount"."memberId" = mi."memberId"
where mi.verified and mi.type = 'email' and "membersGlobalActivityCount".total_count > 10
),
attempted_to_enrich_among_clearbit_enrichable_members as (
select count(distinct mec."memberId") as count
from "memberEnrichmentCache" mec
where mec."memberId" in (
select distinct mi."memberId"
from "memberIdentities" mi
left join "membersGlobalActivityCount" on "membersGlobalActivityCount"."memberId" = mi."memberId"
where mi.verified and mi.type = 'email' and "membersGlobalActivityCount".total_count > 10
)
),
clearbit_hit_count_among_attempted as (
select count(*) as count
from "memberEnrichmentCache" mec
where mec.data is not null
and mec.source = 'clearbit'
and mec."memberId" in (
select distinct mi."memberId"
from "memberIdentities" mi
left join "membersGlobalActivityCount" on "membersGlobalActivityCount"."memberId" = mi."memberId"
where mi.verified and mi.type = 'email' and "membersGlobalActivityCount".total_count > 10
)
)
select
(select count from clearbit_enrichable_members) as "enrichableMembers",
(select count from attempted_to_enrich_among_clearbit_enrichable_members) as "attemptedToEnrich",
case when (select count from clearbit_enrichable_members)::numeric = 0 then 0 else
(round((select count from attempted_to_enrich_among_clearbit_enrichable_members)::numeric /
(select count from clearbit_enrichable_members)::numeric * 100, 2)) end as progress,
((select count from clearbit_hit_count_among_attempted)) as "hitCount",
case when (select count from attempted_to_enrich_among_clearbit_enrichable_members)::numeric = 0 then 0 else
(round((select count from clearbit_hit_count_among_attempted)::numeric /
(select count from attempted_to_enrich_among_clearbit_enrichable_members)::numeric * 100,
2)) end as "hitRate";
-- member enrichment monitoring (crustdata)
drop materialized view if exists "memberEnrichmentMonitoringCrustdata";
create materialized view "memberEnrichmentMonitoringCrustdata" as
with crustdata_members_with_scrapable_profiles AS (
with clearbit_linkedin_profiles as (
select distinct mec."memberId"
from "memberEnrichmentCache" mec
left join "membersGlobalActivityCount" on "membersGlobalActivityCount"."memberId" = mec."memberId"
where "membersGlobalActivityCount".total_count > 1000
and mec.source = 'clearbit'
and mec.data is not null
and mec.data -> 'linkedin' ->> 'handle' is not null),
progai_linkedin_profiles as (
select distinct mec."memberId"
from "memberEnrichmentCache" mec
left join "membersGlobalActivityCount" on "membersGlobalActivityCount"."memberId" = mec."memberId"
where "membersGlobalActivityCount".total_count > 1000
and mec.source = 'progai'
and mec.data is not null
and mec.data ->> 'linkedin_url' is not null),
serp_linkedin_profiles as (
select distinct mec."memberId"
from "memberEnrichmentCache" mec
left join "membersGlobalActivityCount" on "membersGlobalActivityCount"."memberId" = mec."memberId"
where "membersGlobalActivityCount".total_count > 1000
and mec.source = 'serp'
and mec.data is not null),
existing_verified_linkedin_identities as (
select distinct mi."memberId"
from "memberIdentities" mi
left join "membersGlobalActivityCount" on "membersGlobalActivityCount"."memberId" = mi."memberId"
where "membersGlobalActivityCount".total_count > 1000
and mi.verified
and mi.platform = 'linkedin'
group by mi."memberId"),
unique_members AS (
select "memberId" from clearbit_linkedin_profiles
union
select "memberId" from progai_linkedin_profiles
union
select "memberId" from serp_linkedin_profiles
union
select "memberId" from existing_verified_linkedin_identities)
select count(distinct "memberId") as count
from unique_members),
crustdata_attempted_to_scrape_among_scrapable_profiles as (
select count(*) as count
from "memberEnrichmentCache" mec
where mec.source = 'crustdata'
and mec."memberId" in (
with clearbit_linkedin_profiles as (
select distinct mec."memberId"
from "memberEnrichmentCache" mec
left join "membersGlobalActivityCount" on "membersGlobalActivityCount"."memberId" = mec."memberId"
where "membersGlobalActivityCount".total_count > 1000
and mec.source = 'clearbit'
and mec.data is not null
and mec.data -> 'linkedin' ->> 'handle' is not null),
progai_linkedin_profiles as (
select distinct mec."memberId"
from "memberEnrichmentCache" mec
left join "membersGlobalActivityCount" on "membersGlobalActivityCount"."memberId" = mec."memberId"
where "membersGlobalActivityCount".total_count > 1000
and mec.source = 'progai'
and mec.data is not null
and mec.data ->> 'linkedin_url' is not null),
serp_linkedin_profiles as (
select distinct mec."memberId"
from "memberEnrichmentCache" mec
left join "membersGlobalActivityCount" on "membersGlobalActivityCount"."memberId" = mec."memberId"
where "membersGlobalActivityCount".total_count > 1000
and mec.source = 'serp'
and mec.data is not null),
existing_verified_linkedin_identities as (
select distinct mi."memberId"
from "memberIdentities" mi
left join "membersGlobalActivityCount" on "membersGlobalActivityCount"."memberId" = mi."memberId"
where "membersGlobalActivityCount".total_count > 1000
and mi.verified
and mi.platform = 'linkedin'
group by mi."memberId"),
unique_members as (
select "memberId" from clearbit_linkedin_profiles
union
select "memberId" from progai_linkedin_profiles
union
select "memberId" from serp_linkedin_profiles
union
select "memberId" from existing_verified_linkedin_identities)
select distinct "memberId" from unique_members)),
crustdata_hit_count_among_attempted as (
select count(*) as count
from "memberEnrichmentCache" mec
where mec.source = 'crustdata'
and mec.data is not null
and mec."memberId" in (
with clearbit_linkedin_profiles as (
select distinct mec."memberId"
from "memberEnrichmentCache" mec
left join "membersGlobalActivityCount" on "membersGlobalActivityCount"."memberId" = mec."memberId"
where "membersGlobalActivityCount".total_count > 1000
and mec.source = 'clearbit'
and mec.data is not null
and mec.data -> 'linkedin' ->> 'handle' is not null),
progai_linkedin_profiles as (
select distinct mec."memberId"
from "memberEnrichmentCache" mec
left join "membersGlobalActivityCount" on "membersGlobalActivityCount"."memberId" = mec."memberId"
where "membersGlobalActivityCount".total_count > 1000
and mec.source = 'progai'
and mec.data is not null
and mec.data ->> 'linkedin_url' is not null),
serp_linkedin_profiles as (
select distinct mec."memberId"
from "memberEnrichmentCache" mec
left join "membersGlobalActivityCount" on "membersGlobalActivityCount"."memberId" = mec."memberId"
where "membersGlobalActivityCount".total_count > 1000
and mec.source = 'serp'
and mec.data is not null),
existing_verified_linkedin_identities as (
select distinct mi."memberId"
from "memberIdentities" mi
left join "membersGlobalActivityCount" on "membersGlobalActivityCount"."memberId" = mi."memberId"
where "membersGlobalActivityCount".total_count > 1000
and mi.verified
and mi.platform = 'linkedin'
group by mi."memberId"),
unique_members as (
select "memberId" from clearbit_linkedin_profiles
union
select "memberId" from progai_linkedin_profiles
union
select "memberId" from serp_linkedin_profiles
union
select "memberId" from existing_verified_linkedin_identities)
select distinct "memberId" from unique_members))
select
(select count from crustdata_members_with_scrapable_profiles) as "membersWithScrapableProfiles",
(select count from crustdata_attempted_to_scrape_among_scrapable_profiles) as "attemptedToScrape",
case when (select count from crustdata_members_with_scrapable_profiles)::numeric = 0 then 0 else
(round((select count from crustdata_attempted_to_scrape_among_scrapable_profiles)::numeric /
(select count from crustdata_members_with_scrapable_profiles)::numeric * 100, 2)) end as progress,
((select count from crustdata_hit_count_among_attempted)) as "hitCount",
case when (select count from crustdata_attempted_to_scrape_among_scrapable_profiles)::numeric = 0 then 0 else
(round((select count from crustdata_hit_count_among_attempted)::numeric /
(select count from crustdata_attempted_to_scrape_among_scrapable_profiles)::numeric * 100,
2)) end as "hitRate";
-- member enrichment monitoring (progai-github)
drop materialized view if exists "memberEnrichmentMonitoringProgaiGithub";
create materialized view "memberEnrichmentMonitoringProgaiGithub" as
with progai_enrichable_members as (
select count(distinct mi."memberId") as count
from "memberIdentities" mi
where mi.verified
and mi.type = 'username' and mi.platform = 'github'
),
attempted_to_enrich_among_progai_enrichable_members as (
select count(distinct mec."memberId") as count
from "memberEnrichmentCache" mec
where mec."memberId" in (
select distinct mi."memberId"
from "memberIdentities" mi
where mi.verified
and mi.type = 'username' and mi.platform = 'github'
)
),
progai_hit_count_among_attempted as (
select count(*) as count
from "memberEnrichmentCache" mec
where mec.data is not null and mec.source = 'progai' and mec."memberId" in (
select distinct mi."memberId"
from "memberIdentities" mi
where mi.verified
and mi.type = 'username' and mi.platform = 'github'
)
)
select
(select count from progai_enrichable_members) as "enrichableMembers",
(select count from attempted_to_enrich_among_progai_enrichable_members) as "attemptedToEnrich",
case when (select count from progai_enrichable_members)::numeric = 0 then 0 else
round((select count from attempted_to_enrich_among_progai_enrichable_members)::numeric / (select count from progai_enrichable_members)::numeric * 100, 2) end as progress,
(select count from progai_hit_count_among_attempted) as "hitCount",
case when (select count from attempted_to_enrich_among_progai_enrichable_members)::numeric = 0 then 0 else
round((select count from progai_hit_count_among_attempted)::numeric / (select count from attempted_to_enrich_among_progai_enrichable_members)::numeric * 100, 2) end as "hitRate";
-- member enrichment monitoring (progai-linkedin)
drop materialized view if exists "memberEnrichmentMonitoringProgaiLinkedin";
create materialized view "memberEnrichmentMonitoringProgaiLinkedin" as
with progai_linkedin_members_with_scrapable_profiles as (
with clearbit_linkedin_profiles as (
select distinct mec."memberId"
from "memberEnrichmentCache" mec
where mec.source = 'clearbit'
and mec.data is not null
and mec.data->'linkedin'->>'handle' is not null
),
progai_linkedin_profiles as (
select distinct mec."memberId"
from "memberEnrichmentCache" mec
where mec.source = 'progai'
and mec.data is not null
and mec.data->>'linkedin_url' is not null
),
serp_linkedin_profiles as (
select distinct mec."memberId"
from "memberEnrichmentCache" mec
where mec.source = 'serp'
and mec.data is not null
),
existing_verified_linkedin_identities as (
select distinct mi."memberId"
from "memberIdentities" mi
where mi.platform = 'linkedin'
and mi.verified
group by mi."memberId"
),
unique_members as (
select "memberId" from clearbit_linkedin_profiles
union
select "memberId" from progai_linkedin_profiles
union
select "memberId" from serp_linkedin_profiles
union
select "memberId" from existing_verified_linkedin_identities
)
select count(distinct "memberId") as count from unique_members
),
progai_linkedin_attempted_to_scrape_among_scrapable_profiles as (
select count(*) as count from "memberEnrichmentCache" mec where mec.source= 'progai-linkedin-scraper'
and mec."memberId" in (
with clearbit_linkedin_profiles as (
select distinct mec."memberId"
from "memberEnrichmentCache" mec
where mec.source = 'clearbit'
and mec.data is not null
and mec.data->'linkedin'->>'handle' is not null
),
progai_linkedin_profiles as (
select distinct mec."memberId"
from "memberEnrichmentCache" mec
where mec.source = 'progai'
and mec.data is not null
and mec.data->>'linkedin_url' is not null
),
serp_linkedin_profiles as (
select distinct mec."memberId"
from "memberEnrichmentCache" mec
where mec.source = 'serp'
and mec.data is not null
),
existing_verified_linkedin_identities as (
select distinct mi."memberId"
from "memberIdentities" mi
where mi.platform = 'linkedin'
and mi.verified
group by mi."memberId"
),
unique_members as (
select "memberId" from clearbit_linkedin_profiles
union
select "memberId" from progai_linkedin_profiles
union
select "memberId" from serp_linkedin_profiles
union
select "memberId" from existing_verified_linkedin_identities
)
select distinct "memberId" from unique_members
)
),
progai_linkedin_scraper_hit_count_among_attempted as (
select count(*) as count from "memberEnrichmentCache" mec where mec.source= 'progai-linkedin-scraper'
and mec.data is not null and mec."memberId" in (
with clearbit_linkedin_profiles as (
select distinct mec."memberId"
from "memberEnrichmentCache" mec
where mec.source = 'clearbit'
and mec.data is not null
and mec.data->'linkedin'->>'handle' is not null
),
progai_linkedin_profiles as (
select distinct mec."memberId"
from "memberEnrichmentCache" mec
where mec.source = 'progai'
and mec.data is not null
and mec.data->>'linkedin_url' is not null
),
serp_linkedin_profiles as (
select distinct mec."memberId"
from "memberEnrichmentCache" mec
where mec.source = 'serp' and mec.data is not null
),
existing_verified_linkedin_identities as (
select distinct mi."memberId"
from "memberIdentities" mi
where mi.platform = 'linkedin'
and mi.verified
group by mi."memberId"
),
unique_members as (
select "memberId" from clearbit_linkedin_profiles
union
select "memberId" from progai_linkedin_profiles
union
select "memberId" from serp_linkedin_profiles
union
select "memberId" from existing_verified_linkedin_identities
)
select distinct "memberId" from unique_members
)
)
select
(select count from progai_linkedin_members_with_scrapable_profiles) as "membersWithScrapableProfiles",
(select count from progai_linkedin_attempted_to_scrape_among_scrapable_profiles) as "attemptedToScrape",
case when (select count from progai_linkedin_members_with_scrapable_profiles)::numeric = 0 then 0 else
(round((select count from progai_linkedin_attempted_to_scrape_among_scrapable_profiles)::numeric /
(select count from progai_linkedin_members_with_scrapable_profiles)::numeric * 100, 2)) end as progress,
((select count from progai_linkedin_scraper_hit_count_among_attempted)) as "hitCount",
case when (select count from progai_linkedin_attempted_to_scrape_among_scrapable_profiles)::numeric = 0 then 0 else
(round((select count from progai_linkedin_scraper_hit_count_among_attempted)::numeric /
(select count from progai_linkedin_attempted_to_scrape_among_scrapable_profiles)::numeric * 100,
2)) end as "hitRate";
-- member enrichment monitoring (serp)
drop materialized view if exists "memberEnrichmentMonitoringSerp";
create materialized view "memberEnrichmentMonitoringSerp" as
with serp_enrichable_members as (
select count(distinct mem.id) as count from members mem
join "membersGlobalActivityCount" on "membersGlobalActivityCount"."memberId" = mem.id
join "memberIdentities" mi on mi."memberId" = mem.id
where
("membersGlobalActivityCount".total_count > 500) and
(mem."displayName" like '% %') and
(mem.attributes->'location'->>'default' is not null and mem.attributes->'location'->>'default' <> '') and
((mem.attributes->'websiteUrl'->>'default' is not null and mem.attributes->'websiteUrl'->>'default' <> '') or
(mi.verified and mi.type = 'username' and mi.platform = 'github') or
(mi.verified and mi.type = 'email')
)
),
attempted_to_enrich_among_serp_enrichable_members as (
select count(*) as count
from "memberEnrichmentCache" mec
where mec.source = 'serp' and mec."memberId" in (
select distinct mem.id
from members mem
join "membersGlobalActivityCount" on "membersGlobalActivityCount"."memberId" = mem.id
join "memberIdentities" mi on mi."memberId" = mem.id
where
("membersGlobalActivityCount".total_count > 500) and
(mem."displayName" like '% %') and
(mem.attributes->'location'->>'default' is not null and mem.attributes->'location'->>'default' <> '') and
((mem.attributes->'websiteUrl'->>'default' is not null and mem.attributes->'websiteUrl'->>'default' <> '') or
(mi.verified and mi.type = 'username' and mi.platform = 'github') or
(mi.verified and mi.type = 'email'))
)
),
serp_hit_count_among_attempted as (
select count(*) as count
from "memberEnrichmentCache" mec
where mec.data is not null
and mec.source = 'serp'
and mec."memberId" in (
select distinct mem.id from members mem
join "membersGlobalActivityCount" on "membersGlobalActivityCount"."memberId" = mem.id
join "memberIdentities" mi on mi."memberId" = mem.id
where
("membersGlobalActivityCount".total_count > 500) and
(mem."displayName" like '% %') and
(mem.attributes->'location'->>'default' is not null and mem.attributes->'location'->>'default' <> '') and
((mem.attributes->'websiteUrl'->>'default' is not null and mem.attributes->'websiteUrl'->>'default' <> '') or
(mi.verified and mi.type = 'username' and mi.platform = 'github') or
(mi.verified and mi.type = 'email')
)
)
)
select
(select count from serp_enrichable_members) as "enrichableMembers",
(select count from attempted_to_enrich_among_serp_enrichable_members) as "attemptedToEnrich",
case when (select count from serp_enrichable_members)::numeric = 0 then 0 else
round((select count from attempted_to_enrich_among_serp_enrichable_members)::numeric / (select count from serp_enrichable_members)::numeric * 100, 2) end as progress,
(select count from serp_hit_count_among_attempted) as "hitCount",
case when (select count from attempted_to_enrich_among_serp_enrichable_members)::numeric = 0 then 0 else
round((select count from serp_hit_count_among_attempted)::numeric / (select count from attempted_to_enrich_among_serp_enrichable_members)::numeric * 100, 2) end as "hitRate";
-- member enrichment monitoring (entity updates)
drop materialized view if exists "memberEnrichmentMonitoringEntityUpdates";
create materialized view "memberEnrichmentMonitoringEntityUpdates" as
with enriched_total as (
WITH total_members as (
select count(*) as count
from "memberEnrichments"
WHERE "lastUpdatedAt" is not null
),
members_with_more_than_1000_activity as (
select count(*) as count
from "memberEnrichments" m
LEFT JOIN "membersGlobalActivityCount" act_count
ON act_count."memberId" = m."memberId"
WHERE act_count.total_count > 1000
AND m."lastUpdatedAt" is not null
),
members_with_more_than_100_activity as (
select count(*) as count
from "memberEnrichments" m
LEFT JOIN "membersGlobalActivityCount" act_count
ON act_count."memberId" = m."memberId"
WHERE act_count.total_count > 100 and act_count.total_count < 1000
AND m."lastUpdatedAt" is not null
),
members_with_more_than_10_activity as (
select count(*) as count
from "memberEnrichments" m
LEFT JOIN "membersGlobalActivityCount" act_count
ON act_count."memberId" = m."memberId"
WHERE act_count.total_count > 10 and act_count.total_count < 100
AND m."lastUpdatedAt" is not null
)
select
(select count from total_members) as "enriched_today_total",
(select count from members_with_more_than_1000_activity) as "enriched_today_members_more_than_1000_activity",
(select count from members_with_more_than_100_activity) as "enriched_today_members_more_than_100_activity",
(select count from members_with_more_than_10_activity) as "enriched_today_members_more_than_10_activity"
),
enriched_today as (
WITH total_members as (
select count(*) as count
from "memberEnrichments"
WHERE "lastUpdatedAt" >= date_trunc('day', now())
),
members_with_more_than_1000_activity as (
select count(*) as count
from "memberEnrichments" m
LEFT JOIN "membersGlobalActivityCount" act_count
ON act_count."memberId" = m."memberId"
WHERE act_count.total_count > 1000
AND m."lastUpdatedAt" >= date_trunc('day', now())
),
members_with_more_than_100_activity as (
select count(*) as count
from "memberEnrichments" m
LEFT JOIN "membersGlobalActivityCount" act_count
ON act_count."memberId" = m."memberId"
WHERE act_count.total_count > 100 and act_count.total_count < 1000
AND m."lastUpdatedAt" >= date_trunc('day', now())
),
members_with_more_than_10_activity as (
select count(*) as count
from "memberEnrichments" m
LEFT JOIN "membersGlobalActivityCount" act_count
ON act_count."memberId" = m."memberId"
WHERE act_count.total_count > 10 and act_count.total_count < 100
AND m."lastUpdatedAt" >= date_trunc('day', now())
)
select
(select count from total_members) as "enriched_today_total",
(select count from members_with_more_than_1000_activity) as "enriched_today_members_more_than_1000_activity",
(select count from members_with_more_than_100_activity) as "enriched_today_members_more_than_100_activity",
(select count from members_with_more_than_10_activity) as "enriched_today_members_more_than_10_activity"
),
enriched_since_yesterday as (
WITH total_members as (
select count(*) as count
from "memberEnrichments"
WHERE "lastUpdatedAt" >= date_trunc('day', now() - interval '1 day')
),
members_with_more_than_1000_activity as (
select count(*) as count
from "memberEnrichments" m
LEFT JOIN "membersGlobalActivityCount" act_count
ON act_count."memberId" = m."memberId"
WHERE act_count.total_count > 1000
AND m."lastUpdatedAt" >= date_trunc('day', now() - interval '1 day')
),
members_with_more_than_100_activity as (
select count(*) as count
from "memberEnrichments" m
LEFT JOIN "membersGlobalActivityCount" act_count
ON act_count."memberId" = m."memberId"
WHERE act_count.total_count > 100 and act_count.total_count < 1000
AND m."lastUpdatedAt" >= date_trunc('day', now() - interval '1 day')
),
members_with_more_than_10_activity as (
select count(*) as count
from "memberEnrichments" m
LEFT JOIN "membersGlobalActivityCount" act_count
ON act_count."memberId" = m."memberId"
WHERE act_count.total_count > 10 and act_count.total_count < 100
AND m."lastUpdatedAt" >= date_trunc('day', now() - interval '1 day')
)
select
(select count from total_members) as "enriched_since_yesterday_total",
(select count from members_with_more_than_1000_activity) as "enriched_since_yesterday_members_more_than_1000_activity",
(select count from members_with_more_than_100_activity) as "enriched_since_yesterday_members_more_than_100_activity",
(select count from members_with_more_than_10_activity) as "enriched_since_yesterday_members_more_than_10_activity"
),
enriched_in_last_30days as (
WITH total_members as (
select count(*) as count
from "memberEnrichments"
WHERE "lastUpdatedAt" >= now() - interval '30 days'
),
members_with_more_than_1000_activity as (
select count(*) as count
from "memberEnrichments" m
LEFT JOIN "membersGlobalActivityCount" act_count
ON act_count."memberId" = m."memberId"
WHERE act_count.total_count > 1000
AND m."lastUpdatedAt" >= now() - interval '30 days'
),
members_with_more_than_100_activity as (
select count(*) as count
from "memberEnrichments" m
LEFT JOIN "membersGlobalActivityCount" act_count
ON act_count."memberId" = m."memberId"
WHERE act_count.total_count > 100 and act_count.total_count < 1000
AND m."lastUpdatedAt" >= now() - interval '30 days'
),
members_with_more_than_10_activity as (
select count(*) as count
from "memberEnrichments" m
LEFT JOIN "membersGlobalActivityCount" act_count
ON act_count."memberId" = m."memberId"
WHERE act_count.total_count > 10 and act_count.total_count < 100
AND m."lastUpdatedAt" >= now() - interval '30 days'
)
select
(select count from total_members) as "enriched_in30d_total",
(select count from members_with_more_than_1000_activity) as "enriched_in30d_members_more_than_1000_activity",
(select count from members_with_more_than_100_activity) as "enriched_in30d_members_more_than_100_activity",
(select count from members_with_more_than_10_activity) as "enriched_in30d_members_more_than_10_activity"
),
last_enriched_3_profiles as (
select 'https://cm.lfx.dev/people/' || m."memberId" || '?projectGroup=dc48fac5-b31a-4659-ac99-60eb52a1082a' as profiles
from "memberEnrichments" m
where exists (
select 1 from "memberEnrichmentCache" mec
where mec."memberId" = m."memberId"
and data is not null
)
and m."lastUpdatedAt" is not null
order by m."lastUpdatedAt" desc
limit 3
),
last_enriched_3_profiles_with_more_than_1000_activities as (
select 'https://cm.lfx.dev/people/' || m."memberId" || '?projectGroup=dc48fac5-b31a-4659-ac99-60eb52a1082a' as profiles
from "memberEnrichments" m
left join "membersGlobalActivityCount" act_count on act_count."memberId" = m."memberId"
where act_count.total_count > 1000
and exists (
select 1 from "memberEnrichmentCache" mec
where mec."memberId" = m."memberId"
and data is not null
)
and m."lastUpdatedAt" is not null
order by m."lastUpdatedAt" desc
limit 3
),
last_enriched_3_profiles_with_more_than_100_activities as (
select 'https://cm.lfx.dev/people/' || m."memberId" || '?projectGroup=dc48fac5-b31a-4659-ac99-60eb52a1082a' as profiles
from "memberEnrichments" m
left join "membersGlobalActivityCount" act_count on act_count."memberId" = m."memberId"
where act_count.total_count > 100 and act_count.total_count < 1000
and exists (
select 1 from "memberEnrichmentCache" mec
where mec."memberId" = m."memberId"
and data is not null
)
and m."lastUpdatedAt" is not null
order by m."lastUpdatedAt" desc
limit 3
),
last_enriched_3_profiles_with_more_than_10_activities as (
select 'https://cm.lfx.dev/people/' || m."memberId" || '?projectGroup=dc48fac5-b31a-4659-ac99-60eb52a1082a' as profiles
from "memberEnrichments" m
left join "membersGlobalActivityCount" act_count on act_count."memberId" = m."memberId"
where act_count.total_count > 10 and act_count.total_count < 100
and exists (
select 1 from "memberEnrichmentCache" mec
where mec."memberId" = m."memberId"
and data is not null
)
and m."lastUpdatedAt" is not null
order by m."lastUpdatedAt" desc
limit 3
),
oldest_created_at_of_enrichable_member as (
with enrichable_in_at_least_one_source as (
select mem.id, mem."createdAt", max("membersGlobalActivityCount".total_count) as total_count
from members mem
inner join "memberIdentities" mi on mem.id = mi."memberId" and mi.verified
left join "membersGlobalActivityCount" on "membersGlobalActivityCount"."memberId" = mem.id
left join "memberEnrichmentCache" mec on mec."memberId" = mem.id
where (
(mi.verified and
((mi.type = 'username' AND mi.platform = 'github') OR (mi.type = 'email')))
OR
("membersGlobalActivityCount".total_count > 10 AND mi.type = 'email' and mi.verified)
OR
(
("membersGlobalActivityCount".total_count > 500) AND
(mem."displayName" like '% %') AND
(mem.attributes -> 'location' ->> 'default' is not null and
mem.attributes -> 'location' ->> 'default' <> '') AND
(
(mem.attributes -> 'websiteUrl' ->> 'default' is not null and
mem.attributes -> 'websiteUrl' ->> 'default' <> '') OR
(mi.verified AND mi.type = 'username' and mi.platform = 'github') OR
(mi.verified AND mi.type = 'email')
)
)
OR
((mi.verified AND mi.type = 'username' and mi.platform = 'linkedin'))
)
group by mem.id
order by mem.id desc)
select
(select min("createdAt") as "date" from enrichable_in_at_least_one_source) as total,
(select min("createdAt") as "date" from enrichable_in_at_least_one_source where total_count > 1000) as members_with_more_than_1000_activities,
(select min("createdAt") as "date" from enrichable_in_at_least_one_source where total_count > 100 and total_count < 1000) as members_with_more_than_100_activities,
(select min("createdAt") as "date" from enrichable_in_at_least_one_source where total_count > 10 and total_count < 100) as members_with_more_than_10_activities
)
select
(select enriched_today_total from enriched_total) as "enrichedTotalAll",
(select enriched_today_members_more_than_1000_activity from enriched_total) as "enrichedTotal1000",
(select enriched_today_members_more_than_100_activity from enriched_total) as "enrichedTotal100",
(select enriched_today_members_more_than_10_activity from enriched_total) as "enrichedTotal10",
(select enriched_today_total from enriched_today) as "enrichedTodayAll",
(select enriched_today_members_more_than_1000_activity from enriched_today) as "enrichedToday1000",
(select enriched_today_members_more_than_100_activity from enriched_today) as "enrichedToday100",
(select enriched_today_members_more_than_10_activity from enriched_today) as "enrichedToday10",
(select enriched_since_yesterday_total from enriched_since_yesterday) as "enrichedSinceYesterdayAll",
(select enriched_since_yesterday_members_more_than_1000_activity from enriched_since_yesterday) as "enrichedSinceYesterday1000",
(select enriched_since_yesterday_members_more_than_100_activity from enriched_since_yesterday) as "enrichedSinceYesterday100",
(select enriched_since_yesterday_members_more_than_10_activity from enriched_since_yesterday) as "enrichedSinceYesterday10",
(select enriched_in30d_total from enriched_in_last_30days) as "enrichedInLast30DaysAll",
(select enriched_in30d_members_more_than_1000_activity from enriched_in_last_30days) as "enrichedInLast30Days1000",
(select enriched_in30d_members_more_than_100_activity from enriched_in_last_30days) as "enrichedInLast30Days100",
(select enriched_in30d_members_more_than_10_activity from enriched_in_last_30days) as "enrichedInLast30Days10",
(select array_agg(profiles) from last_enriched_3_profiles ) as "lastEnriched3ProfilesAll",
(select array_agg(profiles) from last_enriched_3_profiles_with_more_than_1000_activities ) as "lastEnriched3Profiles1000",
(select array_agg(profiles) from last_enriched_3_profiles_with_more_than_100_activities ) as "lastEnriched3Profiles100",
(select array_agg(profiles) from last_enriched_3_profiles_with_more_than_10_activities ) as "lastEnriched3Profiles10",
(select total from oldest_created_at_of_enrichable_member) as "oldestCreatedAtInEnrichableMembersAll",
(select members_with_more_than_1000_activities from oldest_created_at_of_enrichable_member) as "oldestCreatedAtInEnrichableMembers1000",
(select members_with_more_than_100_activities from oldest_created_at_of_enrichable_member) as "oldestCreatedAtInEnrichableMembers100",
(select members_with_more_than_10_activities from oldest_created_at_of_enrichable_member) as "oldestCreatedAtInEnrichableMembers10";
-- member enrichment monitoring (LLM queries)
drop materialized view if exists "memberEnrichmentMonitoringLLMQueries";
create materialized view "memberEnrichmentMonitoringLLMQueries" as
with check_profile_belongs_to_member_with_llm as (
with total_times_called as (
select count(*) as count
from "llmPromptHistory"
where type = 'member_enrichment_find_related_linkedin_profiles'
),
averages as (
select avg("inputTokenCount") as "inputToken",
sum("inputTokenCount") as "inputTokenTotal",
avg("outputTokenCount") as "outputToken",
sum("outputTokenCount") as "outputTokenTotal",
avg("responseTimeSeconds") as "responseTimeSeconds"
from "llmPromptHistory"
where type = 'member_enrichment_find_related_linkedin_profiles'
)
select
(select count from total_times_called) as "total_times_called",
(select ("inputToken" * 0.003 + "outputToken" * 0.015) / 1000 from averages) as "average_cost",
(select "responseTimeSeconds" from averages) as "average_response_time",
(select ("inputTokenTotal" * 0.003 + "outputTokenTotal" * 0.015) / 1000 from averages) as "total_cost"
),
squash_multiple_value_attributes_with_llm as (
with total_times_called as (
select count(*) as count
from "llmPromptHistory"
where type = 'member_enrichment_squash_multiple_value_attributes'
),
averages as (
select avg("inputTokenCount") as "inputToken",
sum("inputTokenCount") as "inputTokenTotal",
avg("outputTokenCount") as "outputToken",
sum("outputTokenCount") as "outputTokenTotal",
avg("responseTimeSeconds") as "responseTimeSeconds"
from "llmPromptHistory"
where type = 'member_enrichment_squash_multiple_value_attributes'
)
select
(select count from total_times_called) as "total_times_called",
(select ("inputToken" * 0.003 + "outputToken" * 0.015) / 1000 from averages) as "average_cost",
(select "responseTimeSeconds" from averages) as "average_response_time",
(select ("inputTokenTotal" * 0.003 + "outputTokenTotal" * 0.015) / 1000 from averages) as "total_cost"
),
squash_work_experiences_with_llm as (
with total_times_called as (
select count(*) as count
from "llmPromptHistory"
where type = 'member_enrichment_squash_work_experiences_from_multiple_sources'
),
averages as (
select avg("inputTokenCount") as "inputToken",
sum("inputTokenCount") as "inputTokenTotal",
avg("outputTokenCount") as "outputToken",
sum("outputTokenCount") as "outputTokenTotal",
avg("responseTimeSeconds") as "responseTimeSeconds"
from "llmPromptHistory"
where type = 'member_enrichment_squash_work_experiences_from_multiple_sources'
)
select
(select count from total_times_called) as "total_times_called",
(select ("inputToken" * 0.003 + "outputToken" * 0.015) / 1000 from averages) as "average_cost",
(select "responseTimeSeconds" from averages) as "average_response_time",
(select ("inputTokenTotal" * 0.003 + "outputTokenTotal" * 0.015) / 1000 from averages) as "total_cost"
)
select
(select total_times_called from check_profile_belongs_to_member_with_llm) as "checkProfileBelongsToMemberTotalTimesCalled",
(select round(average_cost, 5) from check_profile_belongs_to_member_with_llm) as "checkProfileBelongsToMemberAvgCostPerRequest",
(select round(average_response_time, 2) from check_profile_belongs_to_member_with_llm) as "checkProfileBelongsToMemberAvgResponseTime",
(select round(total_cost, 2) from check_profile_belongs_to_member_with_llm) as "checkProfileBelongsToMemberTotalCost",
(select total_times_called from squash_multiple_value_attributes_with_llm) as "squashAttributesTotalTimesCalled",
(select round(average_cost, 5) from squash_multiple_value_attributes_with_llm) as "squashAttributesAvgCostPerRequest",
(select round(average_response_time, 2) from squash_multiple_value_attributes_with_llm) as "squashAttributesAvgResponseTime",
(select round(total_cost, 2) from squash_multiple_value_attributes_with_llm) as "squashAttributesTotalCost",
(select total_times_called from squash_work_experiences_with_llm) as "squashWorkExperiencesTotalTimesCalled",
(select round(average_cost, 5) from squash_work_experiences_with_llm) as "squashWorkExperiencesAvgCostPerRequest",
(select round(average_response_time, 2) from squash_work_experiences_with_llm) as "squashWorkExperiencesAvgResponseTime",
(select round(total_cost, 2) from squash_work_experiences_with_llm) as "squashWorkExperiencesTotalCost";