fleetside72
GitHub
commit
6556cce5c6
@ -132,6 +132,258 @@ END;
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$$;
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--
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-- Name: report_unmapped(text); Type: FUNCTION; Schema: tps; Owner: -
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--
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CREATE FUNCTION tps.report_unmapped(_srce text) RETURNS TABLE(source text, map text, ret_val jsonb, count bigint)
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LANGUAGE plpgsql
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AS $$
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BEGIN
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/*
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first get distinct target json values
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then apply regex
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*/
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RETURN QUERY
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WITH
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--------------------apply regex operations to transactions---------------------------------------------------------------------------------
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rx AS (
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SELECT
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t.srce,
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t.id,
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t.rec,
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m.target,
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m.seq,
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regex->>'function' regex_function,
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e.v ->> 'field' result_key_name,
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e.v ->> 'key' target_json_path,
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e.v ->> 'flag' regex_options_flag,
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e.v->>'map' map_intention,
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e.v->>'retain' retain_result,
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e.v->>'regex' regex_expression,
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e.rn target_item_number,
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COALESCE(mt.rn,rp.rn,1) result_number,
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mt.mt rx_match,
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rp.rp rx_replace,
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--------------------------json key name assigned to return value-----------------------------------------------------------------------
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CASE e.v->>'map'
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WHEN 'y' THEN
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e.v->>'field'
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ELSE
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null
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END map_key,
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--------------------------json value resulting from regular expression-----------------------------------------------------------------
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CASE e.v->>'map'
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WHEN 'y' THEN
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CASE regex->>'function'
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WHEN 'extract' THEN
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CASE WHEN array_upper(mt.mt,1)=1
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THEN to_json(mt.mt[1])
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ELSE array_to_json(mt.mt)
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END::jsonb
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WHEN 'replace' THEN
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to_jsonb(rp.rp)
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ELSE
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'{}'::jsonb
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END
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ELSE
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NULL
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END map_val,
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--------------------------flag for if retruned regex result is stored as a new part of the final json output---------------------------
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CASE e.v->>'retain'
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WHEN 'y' THEN
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e.v->>'field'
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ELSE
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NULL
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END retain_key,
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--------------------------push regex result into json object---------------------------------------------------------------------------
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CASE e.v->>'retain'
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WHEN 'y' THEN
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CASE regex->>'function'
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WHEN 'extract' THEN
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CASE WHEN array_upper(mt.mt,1)=1
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THEN to_json(trim(mt.mt[1]))
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ELSE array_to_json(mt.mt)
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END::jsonb
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WHEN 'replace' THEN
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to_jsonb(rtrim(rp.rp))
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ELSE
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'{}'::jsonb
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END
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ELSE
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NULL
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END retain_val
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FROM
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--------------------------start with all regex maps------------------------------------------------------------------------------------
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tps.map_rm m
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--------------------------isolate matching basis to limit map to only look at certain json---------------------------------------------
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JOIN LATERAL jsonb_array_elements(m.regex->'where') w(v) ON TRUE
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--------------------------break out array of regluar expressions in the map------------------------------------------------------------
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JOIN LATERAL jsonb_array_elements(m.regex->'defn') WITH ORDINALITY e(v, rn) ON true
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--------------------------join to main transaction table but only certain key/values are included--------------------------------------
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INNER JOIN tps.trans t ON
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t.srce = m.srce AND
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t.rec @> w.v
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--------------------------each regex references a path to the target value, extract the target from the reference and do regex---------
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LEFT JOIN LATERAL regexp_matches(t.rec #>> ((e.v ->> 'key')::text[]), e.v ->> 'regex'::text,COALESCE(e.v ->> 'flag','')) WITH ORDINALITY mt(mt, rn) ON
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m.regex->>'function' = 'extract'
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--------------------------same as above but for a replacement type function------------------------------------------------------------
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LEFT JOIN LATERAL regexp_replace(t.rec #>> ((e.v ->> 'key')::text[]), e.v ->> 'regex'::text, e.v ->> 'replace'::text,e.v ->> 'flag') WITH ORDINALITY rp(rp, rn) ON
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m.regex->>'function' = 'replace'
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WHERE
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--t.allj IS NULL
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t.srce = _srce AND
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e.v @> '{"map":"y"}'::jsonb
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--rec @> '{"Transaction":"ACH Credits","Transaction":"ACH Debits"}'
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--rec @> '{"Description":"CHECK 93013270 086129935"}'::jsonb
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/*
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ORDER BY
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t.id DESC,
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m.target,
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e.rn,
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COALESCE(mt.rn,rp.rn,1)
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*/
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)
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--SELECT * FROM rx LIMIT 100
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, agg_to_target_items AS (
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SELECT
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srce
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,id
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,target
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,seq
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,map_intention
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,regex_function
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,target_item_number
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,result_key_name
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,target_json_path
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,CASE WHEN map_key IS NULL
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THEN
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NULL
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ELSE
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jsonb_build_object(
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map_key,
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CASE WHEN max(result_number) = 1
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THEN
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jsonb_agg(map_val ORDER BY result_number) -> 0
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ELSE
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jsonb_agg(map_val ORDER BY result_number)
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END
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)
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END map_val
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,CASE WHEN retain_key IS NULL
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THEN
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NULL
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ELSE
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jsonb_build_object(
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retain_key,
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CASE WHEN max(result_number) = 1
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THEN
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jsonb_agg(retain_val ORDER BY result_number) -> 0
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ELSE
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jsonb_agg(retain_val ORDER BY result_number)
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END
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)
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END retain_val
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FROM
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rx
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GROUP BY
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srce
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,id
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,target
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,seq
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,map_intention
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,regex_function
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,target_item_number
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,result_key_name
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,target_json_path
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,map_key
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,retain_key
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)
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--SELECT * FROM agg_to_target_items LIMIT 100
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, agg_to_target AS (
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SELECT
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srce
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,id
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,target
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,seq
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,map_intention
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,tps.jsonb_concat_obj(COALESCE(map_val,'{}'::JSONB)) map_val
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,jsonb_strip_nulls(tps.jsonb_concat_obj(COALESCE(retain_val,'{}'::JSONB))) retain_val
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FROM
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agg_to_target_items
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GROUP BY
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srce
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,id
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,target
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,seq
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,map_intention
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)
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, agg_to_ret AS (
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SELECT
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srce
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,target
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,seq
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,map_intention
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,map_val
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,retain_val
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,count(*) "count"
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FROM
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agg_to_target
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GROUP BY
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srce
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,target
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,seq
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,map_intention
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,map_val
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,retain_val
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)
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, link_map AS (
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SELECT
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a.srce
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,a.target
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,a.seq
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,a.map_intention
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,a.map_val
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,a."count"
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,a.retain_val
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,v.map mapped_val
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FROM
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agg_to_ret a
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LEFT OUTER JOIN tps.map_rv v ON
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v.srce = a.srce AND
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v.target = a.target AND
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v.retval = a.map_val
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)
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SELECT
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l.srce
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,l.target
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,l.map_val
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,l."count"
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FROM
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link_map l
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WHERE
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l.mapped_val IS NULL
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ORDER BY
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l.srce
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,l.target
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,l."count" desc;
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END;
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$$;
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--
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-- Name: srce_import(text, text); Type: FUNCTION; Schema: tps; Owner: -
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--
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@ -748,6 +1000,71 @@ END
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$_$;
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--
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-- Name: srce_map_val_set_multi(jsonb); Type: FUNCTION; Schema: tps; Owner: -
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--
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CREATE FUNCTION tps.srce_map_val_set_multi(_maps jsonb) RETURNS jsonb
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LANGUAGE plpgsql
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AS $_$
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DECLARE
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_message jsonb;
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_MESSAGE_TEXT text;
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_PG_EXCEPTION_DETAIL text;
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_PG_EXCEPTION_HINT text;
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BEGIN
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WITH
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-----------expand the json into a table------------------------------------------------------------------------------
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t AS (
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SELECT
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jtr.*
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FROM
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jsonb_array_elements(_maps) ae(v)
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JOIN LATERAL jsonb_to_record(ae.v) AS jtr(source text, map text, ret_val jsonb, mapped jsonb) ON TRUE
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)
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-----------do merge---------------------------------------------------------------------------------------------------
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INSERT INTO
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tps.map_rv
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SELECT
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t."source"
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,t."map"
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,t.ret_val
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,t.mapped
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FROM
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t
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ON CONFLICT ON CONSTRAINT map_rv_pk DO UPDATE SET
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map = excluded.map;
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-------return message--------------------------------------------------------------------------------------------------
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_message:= jsonb_build_object('status','complete');
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RETURN _message;
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EXCEPTION WHEN OTHERS THEN
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GET STACKED DIAGNOSTICS
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_MESSAGE_TEXT = MESSAGE_TEXT,
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_PG_EXCEPTION_DETAIL = PG_EXCEPTION_DETAIL,
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_PG_EXCEPTION_HINT = PG_EXCEPTION_HINT;
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_message:=
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($$
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{
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"status":"fail",
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"message":"error setting map value"
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}
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$$::jsonb)
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||jsonb_build_object('message_text',_MESSAGE_TEXT)
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||jsonb_build_object('pg_exception_detail',_PG_EXCEPTION_DETAIL);
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RETURN _message;
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END;
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$_$;
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--
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-- Name: srce_set(text, jsonb); Type: FUNCTION; Schema: tps; Owner: -
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--
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16
functions/manual_expand_map_json.sql
Normal file
16
functions/manual_expand_map_json.sql
Normal file
@ -0,0 +1,16 @@
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/*---------------------------------------------------------------------------
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turns a single json object into a table suitable for insert to tps.map_rv
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this could facilitate a call to a function for inserting many rows from ui
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----------------------------------------------------------------------------*/
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WITH j AS (
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select
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$$
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[{"source":"DCARD","map":"First 20","ret_val":{"f20": "DISCOUNT DRUG MART 3"},"mapped":{"party":"Discount Drug Mart","reason":"groceries"}},{"source":"DCARD","map":"First 20","ret_val":{"f20": "TARGET STOW OH"},"mapped":{"party":"Target","reason":"groceries"}},{"source":"DCARD","map":"First 20","ret_val":{"f20": "WALMART GROCERY 800-"},"mapped":{"party":"Walmart","reason":"groceries"}},{"source":"DCARD","map":"First 20","ret_val":{"f20": "CIRCLE K 05416 STOW "},"mapped":{"party":"Circle K","reason":"gasoline"}},{"source":"DCARD","map":"First 20","ret_val":{"f20": "TARGET.COM * 800-591"},"mapped":{"party":"Target","reason":"home supplies"}},{"source":"DCARD","map":"First 20","ret_val":{"f20": "ACME NO. 17 STOW OH"},"mapped":{"party":"Acme","reason":"groceries"}},{"source":"DCARD","map":"First 20","ret_val":{"f20": "AT&T *PAYMENT 800-28"},"mapped":{"party":"AT&T","reason":"internet"}},{"source":"DCARD","map":"First 20","ret_val":{"f20": "AUTOZONE #0722 STOW "},"mapped":{"party":"Autozone","reason":"auto maint"}},{"source":"DCARD","map":"First 20","ret_val":{"f20": "BESTBUYCOM8055267948"},"mapped":{"party":"BestBuy","reason":"home supplies"}},{"source":"DCARD","map":"First 20","ret_val":{"f20": "BUFFALO WILD WINGS K"},"mapped":{"party":"Buffalo Wild Wings","reason":"restaurante"}},{"source":"DCARD","map":"First 20","ret_val":{"f20": "CASHBACK BONUS REDEM"},"mapped":{"party":"Discover Card","reason":"financing"}},{"source":"DCARD","map":"First 20","ret_val":{"f20": "CLE CLINIC PT PMTS 2"},"mapped":{"party":"Cleveland Clinic","reason":"medical"}}]
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$$::jsonb x
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)
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SELECT
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jtr.*
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FROM
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j
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LEFT JOIN LATERAL jsonb_array_elements(j.x) ae(v) ON TRUE
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LEFT JOIN LATERAL jsonb_to_record(ae.v) AS jtr(source text, map text, ret_val jsonb, mapped jsonb) ON TRUE
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254
functions/report_unmapped.sql
Normal file
254
functions/report_unmapped.sql
Normal file
@ -0,0 +1,254 @@
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DROP FUNCTION tps.report_unmapped;
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CREATE FUNCTION tps.report_unmapped(_srce text) RETURNS TABLE
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(
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source text,
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map text,
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ret_val jsonb,
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||||
"count" bigint
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)
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LANGUAGE plpgsql
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AS
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$f$
|
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BEGIN
|
||||
|
||||
/*
|
||||
first get distinct target json values
|
||||
then apply regex
|
||||
*/
|
||||
|
||||
RETURN QUERY
|
||||
WITH
|
||||
|
||||
--------------------apply regex operations to transactions---------------------------------------------------------------------------------
|
||||
|
||||
rx AS (
|
||||
SELECT
|
||||
t.srce,
|
||||
t.id,
|
||||
t.rec,
|
||||
m.target,
|
||||
m.seq,
|
||||
regex->>'function' regex_function,
|
||||
e.v ->> 'field' result_key_name,
|
||||
e.v ->> 'key' target_json_path,
|
||||
e.v ->> 'flag' regex_options_flag,
|
||||
e.v->>'map' map_intention,
|
||||
e.v->>'retain' retain_result,
|
||||
e.v->>'regex' regex_expression,
|
||||
e.rn target_item_number,
|
||||
COALESCE(mt.rn,rp.rn,1) result_number,
|
||||
mt.mt rx_match,
|
||||
rp.rp rx_replace,
|
||||
--------------------------json key name assigned to return value-----------------------------------------------------------------------
|
||||
CASE e.v->>'map'
|
||||
WHEN 'y' THEN
|
||||
e.v->>'field'
|
||||
ELSE
|
||||
null
|
||||
END map_key,
|
||||
--------------------------json value resulting from regular expression-----------------------------------------------------------------
|
||||
CASE e.v->>'map'
|
||||
WHEN 'y' THEN
|
||||
CASE regex->>'function'
|
||||
WHEN 'extract' THEN
|
||||
CASE WHEN array_upper(mt.mt,1)=1
|
||||
THEN to_json(mt.mt[1])
|
||||
ELSE array_to_json(mt.mt)
|
||||
END::jsonb
|
||||
WHEN 'replace' THEN
|
||||
to_jsonb(rp.rp)
|
||||
ELSE
|
||||
'{}'::jsonb
|
||||
END
|
||||
ELSE
|
||||
NULL
|
||||
END map_val,
|
||||
--------------------------flag for if retruned regex result is stored as a new part of the final json output---------------------------
|
||||
CASE e.v->>'retain'
|
||||
WHEN 'y' THEN
|
||||
e.v->>'field'
|
||||
ELSE
|
||||
NULL
|
||||
END retain_key,
|
||||
--------------------------push regex result into json object---------------------------------------------------------------------------
|
||||
CASE e.v->>'retain'
|
||||
WHEN 'y' THEN
|
||||
CASE regex->>'function'
|
||||
WHEN 'extract' THEN
|
||||
CASE WHEN array_upper(mt.mt,1)=1
|
||||
THEN to_json(trim(mt.mt[1]))
|
||||
ELSE array_to_json(mt.mt)
|
||||
END::jsonb
|
||||
WHEN 'replace' THEN
|
||||
to_jsonb(rtrim(rp.rp))
|
||||
ELSE
|
||||
'{}'::jsonb
|
||||
END
|
||||
ELSE
|
||||
NULL
|
||||
END retain_val
|
||||
FROM
|
||||
--------------------------start with all regex maps------------------------------------------------------------------------------------
|
||||
tps.map_rm m
|
||||
--------------------------isolate matching basis to limit map to only look at certain json---------------------------------------------
|
||||
JOIN LATERAL jsonb_array_elements(m.regex->'where') w(v) ON TRUE
|
||||
--------------------------break out array of regluar expressions in the map------------------------------------------------------------
|
||||
JOIN LATERAL jsonb_array_elements(m.regex->'defn') WITH ORDINALITY e(v, rn) ON true
|
||||
--------------------------join to main transaction table but only certain key/values are included--------------------------------------
|
||||
INNER JOIN tps.trans t ON
|
||||
t.srce = m.srce AND
|
||||
t.rec @> w.v
|
||||
--------------------------each regex references a path to the target value, extract the target from the reference and do regex---------
|
||||
LEFT JOIN LATERAL regexp_matches(t.rec #>> ((e.v ->> 'key')::text[]), e.v ->> 'regex'::text,COALESCE(e.v ->> 'flag','')) WITH ORDINALITY mt(mt, rn) ON
|
||||
m.regex->>'function' = 'extract'
|
||||
--------------------------same as above but for a replacement type function------------------------------------------------------------
|
||||
LEFT JOIN LATERAL regexp_replace(t.rec #>> ((e.v ->> 'key')::text[]), e.v ->> 'regex'::text, e.v ->> 'replace'::text,e.v ->> 'flag') WITH ORDINALITY rp(rp, rn) ON
|
||||
m.regex->>'function' = 'replace'
|
||||
WHERE
|
||||
--t.allj IS NULL
|
||||
t.srce = _srce AND
|
||||
e.v @> '{"map":"y"}'::jsonb
|
||||
--rec @> '{"Transaction":"ACH Credits","Transaction":"ACH Debits"}'
|
||||
--rec @> '{"Description":"CHECK 93013270 086129935"}'::jsonb
|
||||
/*
|
||||
ORDER BY
|
||||
t.id DESC,
|
||||
m.target,
|
||||
e.rn,
|
||||
COALESCE(mt.rn,rp.rn,1)
|
||||
*/
|
||||
)
|
||||
|
||||
--SELECT * FROM rx LIMIT 100
|
||||
|
||||
|
||||
, agg_to_target_items AS (
|
||||
SELECT
|
||||
srce
|
||||
,id
|
||||
,target
|
||||
,seq
|
||||
,map_intention
|
||||
,regex_function
|
||||
,target_item_number
|
||||
,result_key_name
|
||||
,target_json_path
|
||||
,CASE WHEN map_key IS NULL
|
||||
THEN
|
||||
NULL
|
||||
ELSE
|
||||
jsonb_build_object(
|
||||
map_key,
|
||||
CASE WHEN max(result_number) = 1
|
||||
THEN
|
||||
jsonb_agg(map_val ORDER BY result_number) -> 0
|
||||
ELSE
|
||||
jsonb_agg(map_val ORDER BY result_number)
|
||||
END
|
||||
)
|
||||
END map_val
|
||||
,CASE WHEN retain_key IS NULL
|
||||
THEN
|
||||
NULL
|
||||
ELSE
|
||||
jsonb_build_object(
|
||||
retain_key,
|
||||
CASE WHEN max(result_number) = 1
|
||||
THEN
|
||||
jsonb_agg(retain_val ORDER BY result_number) -> 0
|
||||
ELSE
|
||||
jsonb_agg(retain_val ORDER BY result_number)
|
||||
END
|
||||
)
|
||||
END retain_val
|
||||
FROM
|
||||
rx
|
||||
GROUP BY
|
||||
srce
|
||||
,id
|
||||
,target
|
||||
,seq
|
||||
,map_intention
|
||||
,regex_function
|
||||
,target_item_number
|
||||
,result_key_name
|
||||
,target_json_path
|
||||
,map_key
|
||||
,retain_key
|
||||
)
|
||||
|
||||
--SELECT * FROM agg_to_target_items LIMIT 100
|
||||
|
||||
|
||||
, agg_to_target AS (
|
||||
SELECT
|
||||
srce
|
||||
,id
|
||||
,target
|
||||
,seq
|
||||
,map_intention
|
||||
,tps.jsonb_concat_obj(COALESCE(map_val,'{}'::JSONB)) map_val
|
||||
,jsonb_strip_nulls(tps.jsonb_concat_obj(COALESCE(retain_val,'{}'::JSONB))) retain_val
|
||||
FROM
|
||||
agg_to_target_items
|
||||
GROUP BY
|
||||
srce
|
||||
,id
|
||||
,target
|
||||
,seq
|
||||
,map_intention
|
||||
)
|
||||
|
||||
|
||||
, agg_to_ret AS (
|
||||
SELECT
|
||||
srce
|
||||
,target
|
||||
,seq
|
||||
,map_intention
|
||||
,map_val
|
||||
,retain_val
|
||||
,count(*) "count"
|
||||
FROM
|
||||
agg_to_target
|
||||
GROUP BY
|
||||
srce
|
||||
,target
|
||||
,seq
|
||||
,map_intention
|
||||
,map_val
|
||||
,retain_val
|
||||
)
|
||||
|
||||
, link_map AS (
|
||||
SELECT
|
||||
a.srce
|
||||
,a.target
|
||||
,a.seq
|
||||
,a.map_intention
|
||||
,a.map_val
|
||||
,a."count"
|
||||
,a.retain_val
|
||||
,v.map mapped_val
|
||||
FROM
|
||||
agg_to_ret a
|
||||
LEFT OUTER JOIN tps.map_rv v ON
|
||||
v.srce = a.srce AND
|
||||
v.target = a.target AND
|
||||
v.retval = a.map_val
|
||||
)
|
||||
SELECT
|
||||
l.srce
|
||||
,l.target
|
||||
,l.map_val
|
||||
,l."count"
|
||||
FROM
|
||||
link_map l
|
||||
WHERE
|
||||
l.mapped_val IS NULL
|
||||
ORDER BY
|
||||
l.srce
|
||||
,l.target
|
||||
,l."count" desc;
|
||||
END;
|
||||
$f$
|
||||
60
functions/srce_map_val_set_multi.sql
Normal file
60
functions/srce_map_val_set_multi.sql
Normal file
@ -0,0 +1,60 @@
|
||||
DROP FUNCTION tps.srce_map_val_set_multi;
|
||||
CREATE OR REPLACE FUNCTION tps.srce_map_val_set_multi(_maps jsonb) RETURNS JSONB
|
||||
LANGUAGE plpgsql
|
||||
AS $f$
|
||||
|
||||
DECLARE
|
||||
_message jsonb;
|
||||
_MESSAGE_TEXT text;
|
||||
_PG_EXCEPTION_DETAIL text;
|
||||
_PG_EXCEPTION_HINT text;
|
||||
|
||||
BEGIN
|
||||
|
||||
|
||||
WITH
|
||||
-----------expand the json into a table------------------------------------------------------------------------------
|
||||
t AS (
|
||||
SELECT
|
||||
jtr.*
|
||||
FROM
|
||||
jsonb_array_elements(_maps) ae(v)
|
||||
JOIN LATERAL jsonb_to_record(ae.v) AS jtr(source text, map text, ret_val jsonb, mapped jsonb) ON TRUE
|
||||
)
|
||||
-----------do merge---------------------------------------------------------------------------------------------------
|
||||
INSERT INTO
|
||||
tps.map_rv
|
||||
SELECT
|
||||
t."source"
|
||||
,t."map"
|
||||
,t.ret_val
|
||||
,t.mapped
|
||||
FROM
|
||||
t
|
||||
ON CONFLICT ON CONSTRAINT map_rv_pk DO UPDATE SET
|
||||
map = excluded.map;
|
||||
|
||||
-------return message--------------------------------------------------------------------------------------------------
|
||||
_message:= jsonb_build_object('status','complete');
|
||||
RETURN _message;
|
||||
|
||||
EXCEPTION WHEN OTHERS THEN
|
||||
|
||||
GET STACKED DIAGNOSTICS
|
||||
_MESSAGE_TEXT = MESSAGE_TEXT,
|
||||
_PG_EXCEPTION_DETAIL = PG_EXCEPTION_DETAIL,
|
||||
_PG_EXCEPTION_HINT = PG_EXCEPTION_HINT;
|
||||
_message:=
|
||||
($$
|
||||
{
|
||||
"status":"fail",
|
||||
"message":"error setting map value"
|
||||
}
|
||||
$$::jsonb)
|
||||
||jsonb_build_object('message_text',_MESSAGE_TEXT)
|
||||
||jsonb_build_object('pg_exception_detail',_PG_EXCEPTION_DETAIL);
|
||||
|
||||
RETURN _message;
|
||||
|
||||
END;
|
||||
$f$
|
||||
BIN
sample_discovercard/build_maps.xlsm
Normal file
BIN
sample_discovercard/build_maps.xlsm
Normal file
Binary file not shown.
@ -141,4 +141,30 @@ function call to re-run all the maps for a source
|
||||
SELECT
|
||||
x.message
|
||||
FROM
|
||||
tps.srce_map_overwrite('DCARD') x(message);
|
||||
tps.srce_map_overwrite('DCARD') x(message);
|
||||
|
||||
|
||||
|
||||
mass insert
|
||||
------------------------------------------------------
|
||||
|
||||
INSERT INTO
|
||||
tps.map_rv
|
||||
SELECT
|
||||
*
|
||||
FROM
|
||||
(
|
||||
VALUES
|
||||
('DCARD','First 20','{"f20": "DISCOUNT DRUG MART 3"}','{"party":"Discount Drug Mart","reason":"groceries"}'),
|
||||
('DCARD','First 20','{"f20": "TARGET STOW OH"}','{"party":"Target","reason":"groceries"}'),
|
||||
('DCARD','First 20','{"f20": "WALMART GROCERY 800-"}','{"party":"Walmart","reason":"groceries"}'),
|
||||
('DCARD','First 20','{"f20": "CIRCLE K 05416 STOW "}','{"party":"Circle K","reason":"gasoline"}'),
|
||||
('DCARD','First 20','{"f20": "TARGET.COM * 800-591"}','{"party":"Target","reason":"home supplies"}'),
|
||||
('DCARD','First 20','{"f20": "ACME NO. 17 STOW OH"}','{"party":"Acme","reason":"groceries"}'),
|
||||
('DCARD','First 20','{"f20": "AT&T *PAYMENT 800-28"}','{"party":"AT&T","reason":"internet"}'),
|
||||
('DCARD','First 20','{"f20": "AUTOZONE #0722 STOW "}','{"party":"Autozone","reason":"auto maint"}'),
|
||||
('DCARD','First 20','{"f20": "BESTBUYCOM8055267948"}','{"party":"BestBuy","reason":"home supplies"}'),
|
||||
('DCARD','First 20','{"f20": "BUFFALO WILD WINGS K"}','{"party":"Buffalo Wild Wings","reason":"restaurante"}'),
|
||||
('DCARD','First 20','{"f20": "CASHBACK BONUS REDEM"}','{"party":"Discover Card","reason":"financing"}'),
|
||||
('DCARD','First 20','{"f20": "CLE CLINIC PT PMTS 2"}','{"party":"Cleveland Clinic","reason":"medical"}')
|
||||
) x
|
||||
Loading…
Reference in New Issue
Block a user