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249 changes: 249 additions & 0 deletions
249
queries/models/validacao_dados_jae/integracao_nao_realizada.sql
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,249 @@ | ||
| {{ | ||
| config( | ||
| materilized="incremental", | ||
| incremental_strategy="insert_overwrite", | ||
| partition_by={ | ||
| "field": "data", | ||
| "data_type": "date", | ||
| "granularity": "day" | ||
| }, | ||
| ) | ||
| }} | ||
|
|
||
| {% set transacao_table = ref('transacao') %} | ||
| {% if execute %} | ||
| {% if is_incremental() %} | ||
|
|
||
| {% set partitions_query %} | ||
| SELECT | ||
| CONCAT("'", PARSE_DATE("%Y%m%d", partition_id), "'") AS data | ||
| FROM | ||
| `{{ transacao_table.database }}.{{ transacao_table.schema }}.INFORMATION_SCHEMA.PARTITIONS` | ||
| -- `rj-smtr.{{ transacao_table.schema }}.INFORMATION_SCHEMA.PARTITIONS` | ||
| WHERE | ||
| table_name = "{{ transacao_table.identifier }}" | ||
| AND partition_id != "__NULL__" | ||
| AND DATE(last_modified_time, "America/Sao_Paulo") BETWEEN DATE_SUB(DATE("{{var('run_date')}}"), INTERVAL 1 DAY) AND DATE("{{var('run_date')}}") | ||
| {% endset %} | ||
|
|
||
| {{ log("Running query: \n"~partitions_query, info=True) }} | ||
| {% set partitions = run_query(partitions_query) %} | ||
|
|
||
| {% set partition_list = partitions.columns[0].values() %} | ||
| {{ log("transacao partitions: \n"~partition_list, info=True) }} | ||
| {% endif %} | ||
| {% endif %} | ||
|
|
||
| {% set max_transactions = var('quantidade_integracoes_max') %} -- Número máximo de pernas em uma integração | ||
| {% set pivot_columns = ["datetime_transacao", "id_transacao", "modo", "servico_sentido"] %} | ||
| {% set transaction_date_filter %} | ||
| {% if partition_list|length > 0 %} | ||
| {% for p in partition_list %} | ||
| ( | ||
| data BETWEEN DATE_SUB(DATE({{ p }}), INTERVAL 1 DAY) AND DATE_ADD(DATE({{ p }}), INTERVAL 1 DAY) | ||
| AND | ||
| ( | ||
| DATE(datetime_transacao) = DATE({{ p }}) | ||
| OR DATE(DATETIME_SUB(datetime_transacao, INTERVAL 180 MINUTE)) = DATE({{ p }}) | ||
| OR DATE(DATETIME_ADD(datetime_transacao, INTERVAL 180 MINUTE)) = DATE({{ p }}) | ||
| ) | ||
| ) | ||
| {% if not loop.last %}OR{% endif %} | ||
| {% endfor %} | ||
| {% else %} | ||
| data = "2000-01-01" | ||
| {% endif %} | ||
| {% endset %} | ||
|
|
||
| WITH matriz AS ( | ||
| SELECT | ||
| string_agg(modo order by sequencia_integracao) AS sequencia_valida | ||
| FROM | ||
| {{ ref("matriz_integracao") }} | ||
| -- `rj-smtr.br_rj_riodejaneiro_bilhetagem.matriz_integracao` | ||
| group by id_matriz_integracao | ||
| ), | ||
| transacao AS ( | ||
| SELECT | ||
| id_cliente, | ||
| {% for column in pivot_columns %} | ||
| {% if column == "servico_sentido" %} | ||
| CONCAT(id_servico_jae, '_', sentido) AS servico_sentido, | ||
| {% else %} | ||
| {{ column }}, | ||
| {% endif %} | ||
| {% endfor %} | ||
| FROM | ||
| {{ ref("transacao") }} | ||
| -- `rj-smtr.br_rj_riodejaneiro_bilhetagem.transacao` | ||
| WHERE | ||
| data < CURRENT_DATE("America/Sao_Paulo") | ||
| {% if is_incremental() %} | ||
| AND | ||
| {{ transaction_date_filter }} | ||
| {% endif %} | ||
| ), | ||
| transacao_agrupada AS ( | ||
| SELECT | ||
| id_cliente, | ||
| -- Cria o conjunto de colunas para a transação atual e as 4 próximas transações do cliente | ||
| {% for column in pivot_columns %} | ||
| {% for transaction_number in range(max_transactions) %} | ||
| {% if loop.first %} | ||
| {{ column }} AS {{ column }}_{{ transaction_number }}, | ||
| {% else %} | ||
| LEAD({{ column }}, {{ loop.index0 }}) OVER (PARTITION BY id_cliente ORDER BY datetime_transacao) AS {{ column }}_{{ transaction_number }}, | ||
| {% endif %} | ||
| {% endfor %} | ||
| {% endfor %} | ||
| FROM | ||
| transacao | ||
| ), | ||
| integracao_possivel AS ( | ||
| SELECT | ||
| *, | ||
| {% set modos = ["modo_0"] %} | ||
| {% set servicos = ["servico_sentido_0"] %} | ||
| {% for transaction_number in range(1, max_transactions) %} | ||
| {% do modos.append("modo_"~transaction_number) %} | ||
| ( | ||
| DATETIME_DIFF(datetime_transacao_{{ transaction_number }}, datetime_transacao_0, MINUTE) <= 180 | ||
| AND CONCAT({{ modos|join(", ',', ") }}) IN (SELECT sequencia_valida FROM matriz) | ||
| {% if loop.first %} | ||
| AND servico_sentido_{{ transaction_number }} != servico_sentido_0 | ||
| {% else %} | ||
| AND servico_sentido_{{ transaction_number }} NOT IN ({{ servicos|join(", ',', ") }}) | ||
| {% endif %} | ||
| ) AS indicador_integracao_{{ transaction_number }}, | ||
| {% do servicos.append("servico_sentido_"~transaction_number) %} | ||
|
|
||
| {% endfor %} | ||
| FROM | ||
| transacao_agrupada | ||
| WHERE | ||
| id_transacao_1 IS NOT NULL | ||
| ), | ||
| transacao_filtrada AS ( | ||
| SELECT | ||
| id_cliente, | ||
| {% for column in pivot_columns %} | ||
| {% for transaction_number in range(max_transactions) %} | ||
| {% if transaction_number < 2 %} | ||
| {{ column }}_{{ transaction_number }}, | ||
| {% else %} | ||
| CASE | ||
| WHEN | ||
| indicador_integracao_{{ transaction_number }} THEN {{ column }}_{{ transaction_number }} | ||
| END AS {{ column }}_{{ transaction_number }}, | ||
| {% endif %} | ||
| {% endfor %} | ||
| {% endfor %} | ||
| indicador_integracao_1, | ||
| indicador_integracao_2, | ||
| indicador_integracao_3, | ||
| indicador_integracao_4 | ||
| FROM | ||
| integracao_possivel | ||
| WHERE | ||
| indicador_integracao_1 | ||
| ), | ||
| transacao_listada AS ( | ||
| SELECT | ||
| *, | ||
| ARRAY_TO_STRING( | ||
| [ | ||
| {% for i in range(1, max_transactions) %} | ||
| id_transacao_{{ i }} {% if not loop.last %},{% endif %} | ||
| {% endfor %} | ||
| ], | ||
| ", " | ||
| ) AS transacoes | ||
| FROM | ||
| transacao_filtrada | ||
| ), | ||
| {% for i in range(max_transactions - 1) %} | ||
| validacao_integracao_{{ max_transactions - i }}_pernas AS ( | ||
| SELECT | ||
| ( | ||
| id_transacao_{{ max_transactions - i - 1 }} IS NOT NULL | ||
| {% if not loop.first %} | ||
| AND id_transacao_{{ max_transactions - i }} IS NULL | ||
| {% endif %} | ||
| AND id_transacao_0 IN UNNEST( | ||
| SPLIT( | ||
| STRING_AGG(transacoes, ", ") OVER (PARTITION BY id_cliente ORDER BY datetime_transacao_0 ROWS BETWEEN 5 PRECEDING AND 1 PRECEDING), | ||
| ', ') | ||
| ) | ||
| ) AS remover_{{ max_transactions - i }}, | ||
| * | ||
| FROM | ||
| {% if loop.first %} | ||
| transacao_listada | ||
| {% else %} | ||
| validacao_integracao_{{ max_transactions - i + 1 }}_pernas | ||
| WHERE | ||
| NOT remover_{{ max_transactions - i + 1 }} | ||
| {% endif %} | ||
| ), | ||
| {% endfor %} | ||
| integracoes_validas AS ( | ||
| SELECT | ||
| DATE(datetime_transacao_0) AS data, | ||
| id_transacao_0 AS id_integracao, | ||
| * | ||
| FROM | ||
| validacao_integracao_2_pernas | ||
| WHERE | ||
| NOT remover_2 | ||
| ), | ||
| melted AS ( | ||
| SELECT | ||
| data, | ||
| id_integracao, | ||
| sequencia_integracao, | ||
| datetime_transacao, | ||
| id_transacao, | ||
| modo, | ||
| SPLIT(servico_sentido, '_')[0] AS id_servico_jae, | ||
| SPLIT(servico_sentido, '_')[1] AS sentido | ||
| FROM | ||
| integracoes_validas, | ||
| UNNEST( | ||
| [ | ||
| {% for transaction_number in range(max_transactions) %} | ||
| STRUCT( | ||
| {% for column in pivot_columns %} | ||
| {{ column }}_{{ transaction_number }} AS {{ column }}, | ||
| {% endfor %} | ||
| {{ transaction_number }} AS sequencia_integracao | ||
| ){%if not loop.last %},{% endif %} | ||
| {% endfor %} | ||
| ] | ||
| ) | ||
| ), | ||
| integracao_nao_realizada AS ( | ||
| SELECT DISTINCT | ||
| id_integracao | ||
| FROM | ||
| melted | ||
| WHERE | ||
| id_transacao NOT IN ( | ||
| SELECT | ||
| id_transacao | ||
| FROM | ||
| {{ ref("integracao") }} | ||
| -- `rj-smtr.br_rj_riodejaneiro_bilhetagem.integracao` | ||
| {% if is_incremental() %} | ||
| WHERE | ||
| {{ transaction_date_filter }} | ||
| {% endif %} | ||
| ) | ||
| ) | ||
| SELECT | ||
| *, | ||
| '{{ var("version") }}' as versao | ||
| FROM | ||
| melted | ||
| WHERE | ||
| id_integracao IN (SELECT id_integracao FROM integracao_nao_realizada) | ||
| AND id_transacao IS NOT NULL |
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