From 465f8a5db56338724baa7eca50531b4867c2af80 Mon Sep 17 00:00:00 2001
From: uiro-bi <pisagabriel09@gmail.com>
Date: Tue, 3 Sep 2024 19:52:19 -0300
Subject: [PATCH 01/18] update config partition range

---
 models/br_cvm_fi/documentos_carteiras_fundos_investimento.sql | 2 +-
 models/br_cvm_fi/documentos_extratos_informacoes.sql          | 2 +-
 models/br_cvm_fi/documentos_informe_diario.sql                | 2 +-
 models/br_cvm_fi/documentos_perfil_mensal.sql                 | 2 +-
 4 files changed, 4 insertions(+), 4 deletions(-)

diff --git a/models/br_cvm_fi/documentos_carteiras_fundos_investimento.sql b/models/br_cvm_fi/documentos_carteiras_fundos_investimento.sql
index 126679bb..7d8acabe 100644
--- a/models/br_cvm_fi/documentos_carteiras_fundos_investimento.sql
+++ b/models/br_cvm_fi/documentos_carteiras_fundos_investimento.sql
@@ -5,7 +5,7 @@
         partition_by={
             "field": "ano",
             "data_type": "int64",
-            "range": {"start": 2005, "end": 2023, "interval": 1},
+            "range": {"start": 2005, "end": 2025, "interval": 1},
         },
         cluster_by=["mes", "id_fundo"],
     )
diff --git a/models/br_cvm_fi/documentos_extratos_informacoes.sql b/models/br_cvm_fi/documentos_extratos_informacoes.sql
index 68089cf4..f9be86d3 100644
--- a/models/br_cvm_fi/documentos_extratos_informacoes.sql
+++ b/models/br_cvm_fi/documentos_extratos_informacoes.sql
@@ -5,7 +5,7 @@
         partition_by={
             "field": "ano",
             "data_type": "int64",
-            "range": {"start": 2015, "end": 2023, "interval": 1},
+            "range": {"start": 2015, "end": 2025, "interval": 1},
         },
         cluster_by=["mes", "data_competencia"],
     )
diff --git a/models/br_cvm_fi/documentos_informe_diario.sql b/models/br_cvm_fi/documentos_informe_diario.sql
index 19f884f1..424d25f0 100644
--- a/models/br_cvm_fi/documentos_informe_diario.sql
+++ b/models/br_cvm_fi/documentos_informe_diario.sql
@@ -5,7 +5,7 @@
         partition_by={
             "field": "ano",
             "data_type": "int64",
-            "range": {"start": 2000, "end": 2023, "interval": 1},
+            "range": {"start": 2000, "end": 2025, "interval": 1},
         },
         cluster_by=["mes", "id_fundo"],
     )
diff --git a/models/br_cvm_fi/documentos_perfil_mensal.sql b/models/br_cvm_fi/documentos_perfil_mensal.sql
index 5fd8504c..9f2d740d 100644
--- a/models/br_cvm_fi/documentos_perfil_mensal.sql
+++ b/models/br_cvm_fi/documentos_perfil_mensal.sql
@@ -5,7 +5,7 @@
         partition_by={
             "field": "ano",
             "data_type": "int64",
-            "range": {"start": 2019, "end": 2023, "interval": 1},
+            "range": {"start": 2019, "end": 2025, "interval": 1},
         },
         cluster_by=["mes", "data_competencia"],
     )

From 562e11bee74722264c5c40dc37ebbb2924820624 Mon Sep 17 00:00:00 2001
From: uiro-bi <pisagabriel09@gmail.com>
Date: Tue, 3 Sep 2024 20:00:59 -0300
Subject: [PATCH 02/18] add alias to br_cvm_fi models

---
 ...ncete.sql => br_cvm_fi__documentos_balancete.sql} |  3 ++-
 ...fi__documentos_carteiras_fundos_investimento.sql} |  1 +
 ...> br_cvm_fi__documentos_extratos_informacoes.sql} |  1 +
 ...> br_cvm_fi__documentos_informacao_cadastral.sql} |  9 ++++++++-
 ....sql => br_cvm_fi__documentos_informe_diario.sql} |  1 +
 ...l.sql => br_cvm_fi__documentos_perfil_mensal.sql} |  1 +
 models/br_cvm_fi/schema.yml                          | 12 ++++++------
 7 files changed, 20 insertions(+), 8 deletions(-)
 rename models/br_cvm_fi/{documentos_balancete.sql => br_cvm_fi__documentos_balancete.sql} (88%)
 rename models/br_cvm_fi/{documentos_carteiras_fundos_investimento.sql => br_cvm_fi__documentos_carteiras_fundos_investimento.sql} (98%)
 rename models/br_cvm_fi/{documentos_extratos_informacoes.sql => br_cvm_fi__documentos_extratos_informacoes.sql} (99%)
 rename models/br_cvm_fi/{documentos_informacao_cadastral.sql => br_cvm_fi__documentos_informacao_cadastral.sql} (95%)
 rename models/br_cvm_fi/{documentos_informe_diario.sql => br_cvm_fi__documentos_informe_diario.sql} (95%)
 rename models/br_cvm_fi/{documentos_perfil_mensal.sql => br_cvm_fi__documentos_perfil_mensal.sql} (99%)

diff --git a/models/br_cvm_fi/documentos_balancete.sql b/models/br_cvm_fi/br_cvm_fi__documentos_balancete.sql
similarity index 88%
rename from models/br_cvm_fi/documentos_balancete.sql
rename to models/br_cvm_fi/br_cvm_fi__documentos_balancete.sql
index 3cc43dbc..f1d2b704 100644
--- a/models/br_cvm_fi/documentos_balancete.sql
+++ b/models/br_cvm_fi/br_cvm_fi__documentos_balancete.sql
@@ -1,11 +1,12 @@
 {{
     config(
         schema="br_cvm_fi",
+        alias="documentos_balancete",
         materialized="table",
         partition_by={
             "field": "ano",
             "data_type": "int64",
-            "range": {"start": 2005, "end": 2023, "interval": 1},
+            "range": {"start": 2005, "end": 2025, "interval": 1},
         },
         cluster_by=["mes", "data_competencia"],
         labels={"project_id": "basedosdados", "tema": "economia"},
diff --git a/models/br_cvm_fi/documentos_carteiras_fundos_investimento.sql b/models/br_cvm_fi/br_cvm_fi__documentos_carteiras_fundos_investimento.sql
similarity index 98%
rename from models/br_cvm_fi/documentos_carteiras_fundos_investimento.sql
rename to models/br_cvm_fi/br_cvm_fi__documentos_carteiras_fundos_investimento.sql
index 7d8acabe..628c93de 100644
--- a/models/br_cvm_fi/documentos_carteiras_fundos_investimento.sql
+++ b/models/br_cvm_fi/br_cvm_fi__documentos_carteiras_fundos_investimento.sql
@@ -1,5 +1,6 @@
 {{
     config(
+        alias="documentos_carteiras_fundos_investimentos",
         schema="br_cvm_fi",
         materialized="table",
         partition_by={
diff --git a/models/br_cvm_fi/documentos_extratos_informacoes.sql b/models/br_cvm_fi/br_cvm_fi__documentos_extratos_informacoes.sql
similarity index 99%
rename from models/br_cvm_fi/documentos_extratos_informacoes.sql
rename to models/br_cvm_fi/br_cvm_fi__documentos_extratos_informacoes.sql
index f9be86d3..bb5a4bc0 100644
--- a/models/br_cvm_fi/documentos_extratos_informacoes.sql
+++ b/models/br_cvm_fi/br_cvm_fi__documentos_extratos_informacoes.sql
@@ -1,6 +1,7 @@
 {{
     config(
         schema="br_cvm_fi",
+        alias="documentos_extratos_informacoes",
         materialized="table",
         partition_by={
             "field": "ano",
diff --git a/models/br_cvm_fi/documentos_informacao_cadastral.sql b/models/br_cvm_fi/br_cvm_fi__documentos_informacao_cadastral.sql
similarity index 95%
rename from models/br_cvm_fi/documentos_informacao_cadastral.sql
rename to models/br_cvm_fi/br_cvm_fi__documentos_informacao_cadastral.sql
index e45d8913..bbc56723 100644
--- a/models/br_cvm_fi/documentos_informacao_cadastral.sql
+++ b/models/br_cvm_fi/br_cvm_fi__documentos_informacao_cadastral.sql
@@ -1,4 +1,11 @@
-{{ config(schema="br_cvm_fi", materialized="table", cluster_by="id_fundo") }}
+{{
+    config(
+        alias="documentos_informacao_cadastral",
+        schema="br_cvm_fi",
+        materialized="table",
+        cluster_by="id_fundo",
+    )
+}}
 select
     safe_cast(id_fundo as string) id_fundo,
     regexp_replace(cnpj, r'[^0-9]', '') as cnpj,
diff --git a/models/br_cvm_fi/documentos_informe_diario.sql b/models/br_cvm_fi/br_cvm_fi__documentos_informe_diario.sql
similarity index 95%
rename from models/br_cvm_fi/documentos_informe_diario.sql
rename to models/br_cvm_fi/br_cvm_fi__documentos_informe_diario.sql
index 424d25f0..32832588 100644
--- a/models/br_cvm_fi/documentos_informe_diario.sql
+++ b/models/br_cvm_fi/br_cvm_fi__documentos_informe_diario.sql
@@ -1,6 +1,7 @@
 {{
     config(
         schema="br_cvm_fi",
+        alias="documentos_informe_diario",
         materialized="table",
         partition_by={
             "field": "ano",
diff --git a/models/br_cvm_fi/documentos_perfil_mensal.sql b/models/br_cvm_fi/br_cvm_fi__documentos_perfil_mensal.sql
similarity index 99%
rename from models/br_cvm_fi/documentos_perfil_mensal.sql
rename to models/br_cvm_fi/br_cvm_fi__documentos_perfil_mensal.sql
index 9f2d740d..a55fe8a0 100644
--- a/models/br_cvm_fi/documentos_perfil_mensal.sql
+++ b/models/br_cvm_fi/br_cvm_fi__documentos_perfil_mensal.sql
@@ -1,6 +1,7 @@
 {{
     config(
         schema="br_cvm_fi",
+        alias="documentos_perfil_mensal",
         materialized="table",
         partition_by={
             "field": "ano",
diff --git a/models/br_cvm_fi/schema.yml b/models/br_cvm_fi/schema.yml
index 11d4d2fc..5c8b9d36 100644
--- a/models/br_cvm_fi/schema.yml
+++ b/models/br_cvm_fi/schema.yml
@@ -1,7 +1,7 @@
 ---
 version: 2
 models:
-  - name: documentos_balancete
+  - name: br_cvm_fi__documentos_balancete
     description: O balancete é um documento gerado mensalmente pela contabilidade
       do fundo.
     tests:
@@ -34,7 +34,7 @@ models:
         description: Código da conta
       - name: saldo_conta
         description: Saldo da Conta
-  - name: documentos_carteiras_fundos_investimento
+  - name: br_cvm_fi__documentos_carteiras_fundos_investimento
     description: A Composição e Diversificação das Aplicações (CDA) descreve os ativos
       que compõem as carteiras de fundos de investimento.
     columns:
@@ -173,7 +173,7 @@ models:
         description: Quantidade de ativos no exterior
       - name: valor_ativo_exterior
         description: Valor do ativo no exterior
-  - name: documentos_extratos_informacoes
+  - name: br_cvm_fi__documentos_extratos_informacoes
     description: O conjunto de dados disponibiliza os Extratos das Informações (versão
       2.0), referentes aos Fundos de Investimento da ICVM 555, nos últimos cinco anos.
     columns:
@@ -506,7 +506,7 @@ models:
       - name: porcentagem_exposicao_maxima_cotas_ficfip
         description: Exposição máxima permitida pelo Regulamento para ativo do tipo
           Cotas de FICFIP - art. 109, §8º, ICVM 555
-  - name: documentos_informacao_cadastral
+  - name: br_cvm_fi__documentos_informacao_cadastral
     description: Dados cadastrais de fundos de investimento estruturados e não estruturados
       (ICVM 555), tais como CNPJ, data de registro e situação do fundo.
     columns:
@@ -609,7 +609,7 @@ models:
         description: Nome do Controlador
       - name: indicador_aplicacao_total_recursos_exterior
         description: Indica se o fundo pode aplicar 100% dos recursos no exterior
-  - name: documentos_informe_diario
+  - name: br_cvm_fi__documentos_informe_diario
     description: O Informe Diário é um demonstrativo que contém as seguintes informações
       do fundo, relativas à data de competência - Valor total da carteira do fundo;
       Patrimônio líquido; Valor da cota; Captações realizadas no dia; Resgates pagos
@@ -653,7 +653,7 @@ models:
         description: Resgate no dia
       - name: quantidade_cotistas
         description: Número de cotistas
-  - name: documentos_perfil_mensal
+  - name: br_cvm_fi__documentos_perfil_mensal
     description: O conjunto de dados disponibiliza os perfis mensais referentes aos
       Fundos de Investimento da ICVM 555, nos últimos doze meses, a partir de janeiro/2019.
     columns:

From 9e1c0e5527df77f51dceba716d21b30e4ededdba Mon Sep 17 00:00:00 2001
From: Luiz Eduardo <luiz.sinx02@gmail.com>
Date: Wed, 4 Sep 2024 21:40:00 -0300
Subject: [PATCH 03/18] Adicionar test microdados

---
 models/br_ibge_pnadc/schema.yml | 23 +++++++++++++++++++++++
 1 file changed, 23 insertions(+)

diff --git a/models/br_ibge_pnadc/schema.yml b/models/br_ibge_pnadc/schema.yml
index d597e9ac..44d3b9d7 100644
--- a/models/br_ibge_pnadc/schema.yml
+++ b/models/br_ibge_pnadc/schema.yml
@@ -3,17 +3,40 @@ version: 2
 models:
   - name: br_ibge_pnadc__microdados
     description: Microdados PNADC
+    tests:
+      - dbt_utils.unique_combination_of_columns:
+          combination_of_columns: [ano, trimestre, id_pessoa]
     columns:
       - name: ano
         description: Ano
+        tests:
+          - relationships:
+              to: ref('br_bd_diretorios_data_tempo__ano')
+              field: ano.ano
       - name: trimestre
         description: Trimestre
+        tests:
+          - relationships:
+              to: ref('br_bd_diretorios_data_tempo__trimestre')
+              field: trimestre
       - name: id_uf
         description: ID Unidade da Federação
+        tests:
+          - relationships:
+              to: ref('br_bd_diretorios_brasil__uf')
+              field: id_uf
       - name: sigla_uf
         description: Sigla da Unidade da Federação
+        tests:
+          - relationships:
+              to: ref('br_bd_diretorios_brasil__uf')
+              field: sigla
       - name: capital
         description: Município da Capital
+        tests:
+          - relationships:
+              to: ref('br_bd_diretorios_brasil__uf')
+              field: id_uf
       - name: rm_ride
         description: Região Metropolitana e Região Administrativa Integrada
       - name: id_upa

From e37531103b856044ba55d8e9e9accb492f40b56a Mon Sep 17 00:00:00 2001
From: uiro-bi <pisagabriel09@gmail.com>
Date: Thu, 5 Sep 2024 13:47:14 -0300
Subject: [PATCH 04/18] fix: aihs reduzidas

---
 .../br_ms_sih/br_ms_sih__aihs_reduzidas.sql   | 57 +++++++++++++------
 models/br_ms_sih/schema.yml                   |  2 +-
 2 files changed, 40 insertions(+), 19 deletions(-)

diff --git a/models/br_ms_sih/br_ms_sih__aihs_reduzidas.sql b/models/br_ms_sih/br_ms_sih__aihs_reduzidas.sql
index 9f61e0dd..1e1fa9c4 100644
--- a/models/br_ms_sih/br_ms_sih__aihs_reduzidas.sql
+++ b/models/br_ms_sih/br_ms_sih__aihs_reduzidas.sql
@@ -12,19 +12,31 @@
         pre_hook="DROP ALL ROW ACCESS POLICIES ON {{ this }}",
     )
 }}
+
+
 select
     safe_cast(ano as int64) ano,
     safe_cast(mes as int64) mes,
     safe_cast(sigla_uf as int64) sigla_uf,
     safe_cast(n_aih as string) id_aih,
-    safe_cast(ident as int64) tipo_aih,
-    safe_cast(gestor_cod as int64) motivo_autorizacao_aih,
+    safe_cast(ident as string) tipo_aih,
+    case
+        when gestor_cod = '00000' then '0' else cast(ltrim(gestor_cod, '0') as string)
+    end as motivo_autorizacao_aih,
     safe_cast(ltrim(sequencia) as string) sequencial_aih,
-    safe_cast(espec as int64) especialidade_leito,
-    safe_cast(cobranca as int64) motivo_saida,
-    safe_cast(marca_uti as int64) tipo_uti,
-    safe_cast(marca_uci as int64) tipo_uci,
-    safe_cast(car_int as int64) carater_internacao,
+    case
+        when espec = '00' then '0' else cast(ltrim(espec, '0') as string)
+    end as especialidade_leito,
+    safe_cast(cobranca as string) motivo_saida,
+    case
+        when marca_uti = '00' then '0' else cast(ltrim(marca_uti, '0') as string)
+    end as tipo_uti,
+    case
+        when marca_uci = '00' then '0' else cast(ltrim(marca_uci, '0') as string)
+    end as tipo_uci,
+    case
+        when car_int = '00' then '0' else cast(ltrim(car_int, '0') as string)
+    end as carater_internacao,
     safe_cast(
         format_date('%Y-%m-%d', safe.parse_date('%Y%m%d', dt_inter)) as date
     ) data_internacao,
@@ -33,8 +45,8 @@ select
     ) data_saida,
     safe_cast(munic_mov as string) id_municipio_estabelecimento,
     safe_cast(cnes as string) id_estabelecimento_cnes,
-    safe_cast(nat_jur as int64) natureza_juridica_estabelecimento,
-    safe_cast(natureza as int64) natureza_juridica_estabelecimento_ate_2012,
+    safe_cast(nat_jur as string) natureza_juridica_estabelecimento,
+    safe_cast(natureza as string) natureza_juridica_estabelecimento_ate_2012,
     safe_cast(regexp_replace(cgc_hosp, r'^0', '') as string) cnpj_estabelecimento,
     safe_cast(gestao as string) tipo_gestao_estabelecimento,
     safe_cast(
@@ -91,33 +103,41 @@ select
         when 5
         then 'Indígena'
     end as raca_cor_paciente,
-    safe_cast(etnia as int64) etnia_paciente,
+    case
+        when etnia = '00' then '0' else cast(ltrim(etnia, '0') as string)
+    end as etnia_paciente,
     safe_cast(nacional as int64) codigo_nacionalidade_paciente,
     safe_cast(
         trim(case when trim(cbor) = '000000' then null else cbor end) as string
     ) cbo_2002_paciente,
     safe_cast(homonimo as int64) indicador_paciente_homonimo,
-    safe_cast(instru as int64) grau_instrucao_paciente,
+    safe_cast(instru as string) grau_instrucao_paciente,
     safe_cast(num_filhos as int64) quantidade_filhos_paciente,
     safe_cast(
         trim(case when trim(cnaer) = '000' then null else cnaer end) as string
     ) id_acidente_trabalho,
-    safe_cast(vincprev as int64) indicador_vinculo_previdencia,
+    safe_cast(vincprev as string) tipo_vinculo_previdencia,
     safe_cast(
         trim(
             case when trim(insc_pn) = '0000000000' then null else insc_pn end
         ) as string
     ) id_gestante_pre_natal,
     safe_cast(gestrisco as int64) indicador_gestante_risco,
-    safe_cast(contracep1 as int64) tipo_contraceptivo_principal,
-    safe_cast(contracep2 as int64) tipo_contraceptivo_secundario,
+    case
+        when contracep1 = '00' then '0' else cast(ltrim(contracep1, '0') as string)
+    end as tipo_contraceptivo_principal,
+    case
+        when contracep2 = '00' then '0' else cast(ltrim(contracep2, '0') as string)
+    end as tipo_contraceptivo_secundario,
     safe_cast(
         trim(case when trim(seq_aih5) = '000' then null else seq_aih5 end) as string
     ) sequencial_longa_permanencia,
-    safe_cast(regexp_replace(proc_solic, r'^0', '') as int64) procedimento_solicitado,
-    safe_cast(regexp_replace(proc_rea, r'^0', '') as int64) procedimento_realizado,
+    safe_cast(regexp_replace(proc_solic, r'^0', '') as string) procedimento_solicitado,
+    safe_cast(regexp_replace(proc_rea, r'^0', '') as string) procedimento_realizado,
     safe_cast(infehosp as int64) indicador_infeccao_hospitalar,
-    safe_cast(complex as int64) complexidade,
+    case
+        when complex = '00' then '0' else cast(ltrim(complex, '0') as string)
+    end as complexidade,
     safe_cast(ind_vdrl as string) indicador_exame_vdrl,
     safe_cast(financ as string) tipo_financiamento,
     safe_cast(faec_tp as string) subtipo_financiamento,
@@ -326,7 +346,8 @@ select
     safe_cast(val_uti as float64) valor_uti,
     safe_cast(us_tot as float64) valor_dolar,
     safe_cast(val_tot as float64) valor_aih,
-from `basedosdados-staging.br_ms_sih_staging.aihs_reduzidas` as t
+from `basedosdados-staging.br_ms_sih_staging.aihs_reduzidas`
+
 {% if is_incremental() %}
     where
         date(cast(ano as int64), cast(mes as int64), 1)
diff --git a/models/br_ms_sih/schema.yml b/models/br_ms_sih/schema.yml
index e14c2d56..7e3b2f4a 100644
--- a/models/br_ms_sih/schema.yml
+++ b/models/br_ms_sih/schema.yml
@@ -311,7 +311,7 @@ models:
         description: Número de filhos do paciente.
       - name: id_acidente_trabalho
         description: Código de acidente de trabalho.
-      - name: indicador_vinculo_previdencia
+      - name: tipo_vinculo_previdencia
         description: Vínculo com a previdência.
       - name: id_gestante_pre_natal
         description: Número da gestante no pré-natal.

From 74e2767f189a332218390ab8b641114ee5165e5e Mon Sep 17 00:00:00 2001
From: uiro-bi <pisagabriel09@gmail.com>
Date: Thu, 5 Sep 2024 13:48:55 -0300
Subject: [PATCH 05/18] fix: sih dicionario

---
 models/br_ms_sih/br_ms_sih__dicionario.sql | 1 +
 1 file changed, 1 insertion(+)

diff --git a/models/br_ms_sih/br_ms_sih__dicionario.sql b/models/br_ms_sih/br_ms_sih__dicionario.sql
index 5bbe47b5..0f64347a 100644
--- a/models/br_ms_sih/br_ms_sih__dicionario.sql
+++ b/models/br_ms_sih/br_ms_sih__dicionario.sql
@@ -1,4 +1,5 @@
 {{ config(alias="dicionario", schema="br_ms_sih") }}
+
 select
     safe_cast(id_tabela as string) id_tabela,
     safe_cast(nome_coluna as string) nome_coluna,

From 9392aaef23f43c3442bbf753e5163015ba178f42 Mon Sep 17 00:00:00 2001
From: uiro-bi <pisagabriel09@gmail.com>
Date: Thu, 5 Sep 2024 13:57:59 -0300
Subject: [PATCH 06/18] fix: set proper column names

---
 models/br_bcb_sicor/br_bcb_sicor__microdados_liberacao.sql | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/models/br_bcb_sicor/br_bcb_sicor__microdados_liberacao.sql b/models/br_bcb_sicor/br_bcb_sicor__microdados_liberacao.sql
index 1f511409..3d213a56 100644
--- a/models/br_bcb_sicor/br_bcb_sicor__microdados_liberacao.sql
+++ b/models/br_bcb_sicor/br_bcb_sicor__microdados_liberacao.sql
@@ -17,7 +17,7 @@ select
     safe_cast(ano as int64) ano,
     safe_cast(mes as int64) mes,
     safe_cast(data_liberacao as date) data_liberacao,
-    safe_cast(id_referencia_bacen as string) id_referencia_bacen,
-    safe_cast(numero_ordem as string) numero_ordem,
-    safe_cast(valor_liberado as float64) valor_liberado
+    safe_cast(valor_liberado as string) id_referencia_bacen,
+    safe_cast(id_referencia_bacen as string) numero_ordem,
+    safe_cast(numero_ordem as float64) valor_liberado
 from `basedosdados-staging.br_bcb_sicor_staging.microdados_liberacao` as t

From 76fb93a505f39f6757e3347c347243296f4a04ba Mon Sep 17 00:00:00 2001
From: Pedro Castro <aspeddro@gmail.com>
Date: Mon, 9 Sep 2024 11:48:01 -0300
Subject: [PATCH 07/18] [dbt]: materialize br_inep_saeb.dicionario (#758)

---
 models/br_inep_saeb/br_inep_saeb__dicionario.sql | 1 +
 1 file changed, 1 insertion(+)

diff --git a/models/br_inep_saeb/br_inep_saeb__dicionario.sql b/models/br_inep_saeb/br_inep_saeb__dicionario.sql
index f93b28d4..84650ee6 100644
--- a/models/br_inep_saeb/br_inep_saeb__dicionario.sql
+++ b/models/br_inep_saeb/br_inep_saeb__dicionario.sql
@@ -1,4 +1,5 @@
 {{ config(alias="dicionario", schema="br_inep_saeb") }}
+
 select
     safe_cast(id_tabela as string) id_tabela,
     safe_cast(coluna as string) nome_coluna,

From d5d7af68b7c7d71d2d846024fcd065957b35f685 Mon Sep 17 00:00:00 2001
From: uiro-bi <pisagabriel09@gmail.com>
Date: Wed, 11 Sep 2024 08:40:44 -0300
Subject: [PATCH 08/18] change incremental logic

---
 models/br_ms_sia/br_ms_sia__producao_ambulatorial.sql | 6 +-----
 models/br_ms_sia/br_ms_sia__psicossocial.sql          | 4 +---
 2 files changed, 2 insertions(+), 8 deletions(-)

diff --git a/models/br_ms_sia/br_ms_sia__producao_ambulatorial.sql b/models/br_ms_sia/br_ms_sia__producao_ambulatorial.sql
index 2cde1aa8..04a75d45 100644
--- a/models/br_ms_sia/br_ms_sia__producao_ambulatorial.sql
+++ b/models/br_ms_sia/br_ms_sia__producao_ambulatorial.sql
@@ -238,10 +238,6 @@ select *
 from sia
 
 {% if is_incremental() %}
-    where
-        date(cast(ano as int64), cast(mes as int64), 1) not in (
-            select distinct (date(cast(ano as int64), cast(mes as int64), 1))
-            from {{ this }}
-        )
+    where date(cast(ano as int64), cast(mes as int64), 1) > date(2024, 3, 1)
 
 {% endif %}
diff --git a/models/br_ms_sia/br_ms_sia__psicossocial.sql b/models/br_ms_sia/br_ms_sia__psicossocial.sql
index 920be430..6d43ae0a 100644
--- a/models/br_ms_sia/br_ms_sia__psicossocial.sql
+++ b/models/br_ms_sia/br_ms_sia__psicossocial.sql
@@ -148,7 +148,5 @@ select
     safe_cast(qtdpcn as string) quantidade_pacientes,
 from sia_add_municipios as t
 {% if is_incremental() %}
-    where
-        date(cast(ano as int64), cast(mes as int64), 1)
-        > (select max(date(cast(ano as int64), cast(mes as int64), 1)) from {{ this }})
+    where date(cast(ano as int64), cast(mes as int64), 1) > date(2024, 3, 1)
 {% endif %}

From 89344e3633b4febe62c66af3d01acf0587d06cd4 Mon Sep 17 00:00:00 2001
From: uiro-bi <pisagabriel09@gmail.com>
Date: Wed, 11 Sep 2024 10:53:49 -0300
Subject: [PATCH 09/18] feat: re insert materialization logic

---
 models/br_ms_sia/br_ms_sia__producao_ambulatorial.sql | 4 +++-
 models/br_ms_sia/br_ms_sia__psicossocial.sql          | 4 +++-
 2 files changed, 6 insertions(+), 2 deletions(-)

diff --git a/models/br_ms_sia/br_ms_sia__producao_ambulatorial.sql b/models/br_ms_sia/br_ms_sia__producao_ambulatorial.sql
index 04a75d45..785f509a 100644
--- a/models/br_ms_sia/br_ms_sia__producao_ambulatorial.sql
+++ b/models/br_ms_sia/br_ms_sia__producao_ambulatorial.sql
@@ -238,6 +238,8 @@ select *
 from sia
 
 {% if is_incremental() %}
-    where date(cast(ano as int64), cast(mes as int64), 1) > date(2024, 3, 1)
+    where
+        date(cast(ano as int64), cast(mes as int64), 1)
+        > (select max(date(cast(ano as int64), cast(mes as int64), 1)) from {{ this }})
 
 {% endif %}
diff --git a/models/br_ms_sia/br_ms_sia__psicossocial.sql b/models/br_ms_sia/br_ms_sia__psicossocial.sql
index 6d43ae0a..920be430 100644
--- a/models/br_ms_sia/br_ms_sia__psicossocial.sql
+++ b/models/br_ms_sia/br_ms_sia__psicossocial.sql
@@ -148,5 +148,7 @@ select
     safe_cast(qtdpcn as string) quantidade_pacientes,
 from sia_add_municipios as t
 {% if is_incremental() %}
-    where date(cast(ano as int64), cast(mes as int64), 1) > date(2024, 3, 1)
+    where
+        date(cast(ano as int64), cast(mes as int64), 1)
+        > (select max(date(cast(ano as int64), cast(mes as int64), 1)) from {{ this }})
 {% endif %}

From ae210067b11aa0b30a90869c043a883fae2a3b3f Mon Sep 17 00:00:00 2001
From: Pedro Castro <aspeddro@gmail.com>
Date: Thu, 12 Sep 2024 10:08:37 -0300
Subject: [PATCH 10/18] Update dev dependecies (#766)

add `databasers-utils`

Bump `ruamel-yaml` to 0.18.6
Bump `basedosdados` to "2.0.0b16"
---
 poetry.lock    | 1933 ++++++++++++++++++++++++------------------------
 pyproject.toml |    5 +-
 2 files changed, 985 insertions(+), 953 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index e7367342..add9d438 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,4 +1,4 @@
-# This file is automatically @generated by Poetry 1.8.1 and should not be changed by hand.
+# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand.
 
 [[package]]
 name = "agate"
@@ -24,26 +24,15 @@ six = ">=1.9.0"
 docs = ["Sphinx (>=1.2.2)", "sphinx-rtd-theme (>=0.1.6)"]
 test = ["PyICU (>=2.4.2)", "coverage (>=3.7.1)", "cssselect (>=0.9.1)", "lxml (>=3.6.0)", "mock (>=1.3.0)", "nose (>=1.1.2)", "pytz (>=2015.4)", "unittest2 (>=1.1.0)"]
 
-[[package]]
-name = "annotated-types"
-version = "0.6.0"
-description = "Reusable constraint types to use with typing.Annotated"
-optional = false
-python-versions = ">=3.8"
-files = [
-    {file = "annotated_types-0.6.0-py3-none-any.whl", hash = "sha256:0641064de18ba7a25dee8f96403ebc39113d0cb953a01429249d5c7564666a43"},
-    {file = "annotated_types-0.6.0.tar.gz", hash = "sha256:563339e807e53ffd9c267e99fc6d9ea23eb8443c08f112651963e24e22f84a5d"},
-]
-
 [[package]]
 name = "anyio"
-version = "4.3.0"
+version = "4.4.0"
 description = "High level compatibility layer for multiple asynchronous event loop implementations"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "anyio-4.3.0-py3-none-any.whl", hash = "sha256:048e05d0f6caeed70d731f3db756d35dcc1f35747c8c403364a8332c630441b8"},
-    {file = "anyio-4.3.0.tar.gz", hash = "sha256:f75253795a87df48568485fd18cdd2a3fa5c4f7c5be8e5e36637733fce06fed6"},
+    {file = "anyio-4.4.0-py3-none-any.whl", hash = "sha256:c1b2d8f46a8a812513012e1107cb0e68c17159a7a594208005a57dc776e1bdc7"},
+    {file = "anyio-4.4.0.tar.gz", hash = "sha256:5aadc6a1bbb7cdb0bede386cac5e2940f5e2ff3aa20277e991cf028e0585ce94"},
 ]
 
 [package.dependencies]
@@ -59,32 +48,32 @@ trio = ["trio (>=0.23)"]
 
 [[package]]
 name = "attrs"
-version = "23.2.0"
+version = "24.2.0"
 description = "Classes Without Boilerplate"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "attrs-23.2.0-py3-none-any.whl", hash = "sha256:99b87a485a5820b23b879f04c2305b44b951b502fd64be915879d77a7e8fc6f1"},
-    {file = "attrs-23.2.0.tar.gz", hash = "sha256:935dc3b529c262f6cf76e50877d35a4bd3c1de194fd41f47a2b7ae8f19971f30"},
+    {file = "attrs-24.2.0-py3-none-any.whl", hash = "sha256:81921eb96de3191c8258c199618104dd27ac608d9366f5e35d011eae1867ede2"},
+    {file = "attrs-24.2.0.tar.gz", hash = "sha256:5cfb1b9148b5b086569baec03f20d7b6bf3bcacc9a42bebf87ffaaca362f6346"},
 ]
 
 [package.extras]
-cov = ["attrs[tests]", "coverage[toml] (>=5.3)"]
-dev = ["attrs[tests]", "pre-commit"]
-docs = ["furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier", "zope-interface"]
-tests = ["attrs[tests-no-zope]", "zope-interface"]
-tests-mypy = ["mypy (>=1.6)", "pytest-mypy-plugins"]
-tests-no-zope = ["attrs[tests-mypy]", "cloudpickle", "hypothesis", "pympler", "pytest (>=4.3.0)", "pytest-xdist[psutil]"]
+benchmark = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-codspeed", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
+cov = ["cloudpickle", "coverage[toml] (>=5.3)", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
+dev = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pre-commit", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
+docs = ["cogapp", "furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier (<24.7)"]
+tests = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
+tests-mypy = ["mypy (>=1.11.1)", "pytest-mypy-plugins"]
 
 [[package]]
 name = "babel"
-version = "2.14.0"
+version = "2.16.0"
 description = "Internationalization utilities"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "Babel-2.14.0-py3-none-any.whl", hash = "sha256:efb1a25b7118e67ce3a259bed20545c29cb68be8ad2c784c83689981b7a57287"},
-    {file = "Babel-2.14.0.tar.gz", hash = "sha256:6919867db036398ba21eb5c7a0f6b28ab8cbc3ae7a73a44ebe34ae74a4e7d363"},
+    {file = "babel-2.16.0-py3-none-any.whl", hash = "sha256:368b5b98b37c06b7daf6696391c3240c938b37767d4584413e8438c5c435fa8b"},
+    {file = "babel-2.16.0.tar.gz", hash = "sha256:d1f3554ca26605fe173f3de0c65f750f5a42f924499bf134de6423582298e316"},
 ]
 
 [package.extras]
@@ -103,116 +92,134 @@ files = [
 
 [[package]]
 name = "basedosdados"
-version = "2.0.0b13"
+version = "2.0.0b16"
 description = "Organizar e facilitar o acesso a dados brasileiros através de tabelas públicas no BigQuery."
 optional = false
-python-versions = ">=3.8.1,<4"
+python-versions = "<4,>=3.8.1"
 files = [
-    {file = "basedosdados-2.0.0b13-py3-none-any.whl", hash = "sha256:0cd014af88f5613743583b5b9e8fff2550714e59660da2c95171942299df2f4a"},
-    {file = "basedosdados-2.0.0b13.tar.gz", hash = "sha256:d32ca661b42e8c59f610daf269146e51d7e61eed1a0f9f849a6e32d56f5bf08d"},
+    {file = "basedosdados-2.0.0b16-py3-none-any.whl", hash = "sha256:4a9ce1cd1438e647bac32833c1d1faed0f1b8fe6d5947e954da30e743abf2227"},
+    {file = "basedosdados-2.0.0b16.tar.gz", hash = "sha256:b7d6a0c1fc6047d7eb0f6a19e3d48b7a10cff5dc6adf263b16d230fc74bef368"},
 ]
 
 [package.dependencies]
+click = {version = ">=8.1,<9", optional = true, markers = "extra == \"all\" or extra == \"cli\""}
 google-api-python-client = ">=2.86,<3.0"
 google-cloud-bigquery = ">=3.10,<4.0"
 google-cloud-bigquery-connection = ">=1.12,<2.0"
 google-cloud-bigquery-storage = ">=2.19,<3.0"
 google-cloud-storage = ">=2.9,<3.0"
-gql = {version = ">=3.4,<4.0", optional = true, markers = "extra == \"upload\""}
+gql = {version = ">=3.4,<4.0", optional = true, markers = "extra == \"all\" or extra == \"upload\""}
 loguru = "0.7.0"
 pandas = ">=2.0,<3.0"
 pandas-gbq = ">=0.19,<0.20"
+pandavro = {version = ">=1.7,<2.0", optional = true, markers = "extra == \"all\" or extra == \"avro\""}
 pydata-google-auth = ">=1.8,<2.0"
-requests-toolbelt = {version = ">=1,<2", optional = true, markers = "extra == \"upload\""}
+requests-toolbelt = {version = ">=1,<2", optional = true, markers = "extra == \"all\" or extra == \"upload\""}
 tomlkit = ">=0.11,<0.12"
 tqdm = ">=4,<5"
 
 [package.extras]
+all = ["click (>=8.1,<9)", "gql (>=3.4,<4.0)", "pandavro (>=1.7,<2.0)", "requests-toolbelt (>=1,<2)"]
 avro = ["pandavro (>=1.7,<2.0)"]
 cli = ["click (>=8.1,<9)"]
 upload = ["gql (>=3.4,<4.0)", "requests-toolbelt (>=1,<2)"]
 
 [[package]]
 name = "cachetools"
-version = "5.3.2"
+version = "5.5.0"
 description = "Extensible memoizing collections and decorators"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "cachetools-5.3.2-py3-none-any.whl", hash = "sha256:861f35a13a451f94e301ce2bec7cac63e881232ccce7ed67fab9b5df4d3beaa1"},
-    {file = "cachetools-5.3.2.tar.gz", hash = "sha256:086ee420196f7b2ab9ca2db2520aca326318b68fe5ba8bc4d49cca91add450f2"},
+    {file = "cachetools-5.5.0-py3-none-any.whl", hash = "sha256:02134e8439cdc2ffb62023ce1debca2944c3f289d66bb17ead3ab3dede74b292"},
+    {file = "cachetools-5.5.0.tar.gz", hash = "sha256:2cc24fb4cbe39633fb7badd9db9ca6295d766d9c2995f245725a46715d050f2a"},
 ]
 
 [[package]]
 name = "certifi"
-version = "2024.2.2"
+version = "2024.8.30"
 description = "Python package for providing Mozilla's CA Bundle."
 optional = false
 python-versions = ">=3.6"
 files = [
-    {file = "certifi-2024.2.2-py3-none-any.whl", hash = "sha256:dc383c07b76109f368f6106eee2b593b04a011ea4d55f652c6ca24a754d1cdd1"},
-    {file = "certifi-2024.2.2.tar.gz", hash = "sha256:0569859f95fc761b18b45ef421b1290a0f65f147e92a1e5eb3e635f9a5e4e66f"},
+    {file = "certifi-2024.8.30-py3-none-any.whl", hash = "sha256:922820b53db7a7257ffbda3f597266d435245903d80737e34f8a45ff3e3230d8"},
+    {file = "certifi-2024.8.30.tar.gz", hash = "sha256:bec941d2aa8195e248a60b31ff9f0558284cf01a52591ceda73ea9afffd69fd9"},
 ]
 
 [[package]]
 name = "cffi"
-version = "1.16.0"
+version = "1.17.1"
 description = "Foreign Function Interface for Python calling C code."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "cffi-1.16.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:6b3d6606d369fc1da4fd8c357d026317fbb9c9b75d36dc16e90e84c26854b088"},
-    {file = "cffi-1.16.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:ac0f5edd2360eea2f1daa9e26a41db02dd4b0451b48f7c318e217ee092a213e9"},
-    {file = "cffi-1.16.0-cp310-cp310-manylinux_2_12_i686.manylinux2010_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:7e61e3e4fa664a8588aa25c883eab612a188c725755afff6289454d6362b9673"},
-    {file = "cffi-1.16.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a72e8961a86d19bdb45851d8f1f08b041ea37d2bd8d4fd19903bc3083d80c896"},
-    {file = "cffi-1.16.0-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:5b50bf3f55561dac5438f8e70bfcdfd74543fd60df5fa5f62d94e5867deca684"},
-    {file = "cffi-1.16.0-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:7651c50c8c5ef7bdb41108b7b8c5a83013bfaa8a935590c5d74627c047a583c7"},
-    {file = "cffi-1.16.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:e4108df7fe9b707191e55f33efbcb2d81928e10cea45527879a4749cbe472614"},
-    {file = "cffi-1.16.0-cp310-cp310-musllinux_1_1_i686.whl", hash = "sha256:32c68ef735dbe5857c810328cb2481e24722a59a2003018885514d4c09af9743"},
-    {file = "cffi-1.16.0-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:673739cb539f8cdaa07d92d02efa93c9ccf87e345b9a0b556e3ecc666718468d"},
-    {file = "cffi-1.16.0-cp310-cp310-win32.whl", hash = "sha256:9f90389693731ff1f659e55c7d1640e2ec43ff725cc61b04b2f9c6d8d017df6a"},
-    {file = "cffi-1.16.0-cp310-cp310-win_amd64.whl", hash = "sha256:e6024675e67af929088fda399b2094574609396b1decb609c55fa58b028a32a1"},
-    {file = "cffi-1.16.0-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:b84834d0cf97e7d27dd5b7f3aca7b6e9263c56308ab9dc8aae9784abb774d404"},
-    {file = "cffi-1.16.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:1b8ebc27c014c59692bb2664c7d13ce7a6e9a629be20e54e7271fa696ff2b417"},
-    {file = "cffi-1.16.0-cp311-cp311-manylinux_2_12_i686.manylinux2010_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:ee07e47c12890ef248766a6e55bd38ebfb2bb8edd4142d56db91b21ea68b7627"},
-    {file = "cffi-1.16.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:d8a9d3ebe49f084ad71f9269834ceccbf398253c9fac910c4fd7053ff1386936"},
-    {file = "cffi-1.16.0-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:e70f54f1796669ef691ca07d046cd81a29cb4deb1e5f942003f401c0c4a2695d"},
-    {file = "cffi-1.16.0-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:5bf44d66cdf9e893637896c7faa22298baebcd18d1ddb6d2626a6e39793a1d56"},
-    {file = "cffi-1.16.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:7b78010e7b97fef4bee1e896df8a4bbb6712b7f05b7ef630f9d1da00f6444d2e"},
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 [package.dependencies]
@@ -353,15 +360,37 @@ files = [
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+[[package]]
+name = "databasers-utils"
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+description = ""
+optional = false
+python-versions = "~3.9"
+files = []
+develop = false
+
+[package.dependencies]
+basedosdados = {version = "2.0.0-beta.16", extras = ["all"]}
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+requests = "^2.32.3"
+ruamel-yaml = "^0.18.6"
+
+[package.source]
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+url = "https://github.com/basedosdados/databasers-utils.git#main"
+reference = "HEAD"
+resolved_reference = "9a7203753571190da9fc3c1218846ba6d185b38c"
+
 [[package]]
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@@ -498,53 +527,100 @@ files = [
 
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 [package.extras]
 test = ["pytest (>=6)"]
 
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+optional = false
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+[package.extras]
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+zstandard = ["zstandard"]
+
 [[package]]
 name = "filelock"
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 description = "A platform independent file lock."
 optional = false
 python-versions = ">=3.8"
 files = [
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-typing = ["typing-extensions (>=4.8)"]
+docs = ["furo (>=2024.8.6)", "sphinx (>=8.0.2)", "sphinx-autodoc-typehints (>=2.4)"]
+testing = ["covdefaults (>=2.3)", "coverage (>=7.6.1)", "diff-cover (>=9.1.1)", "pytest (>=8.3.2)", "pytest-asyncio (>=0.24)", "pytest-cov (>=5)", "pytest-mock (>=3.14)", "pytest-timeout (>=2.3.1)", "virtualenv (>=20.26.3)"]
+typing = ["typing-extensions (>=4.12.2)"]
 
 [[package]]
 name = "future"
-version = "0.18.3"
+version = "1.0.0"
 description = "Clean single-source support for Python 3 and 2"
 optional = false
 python-versions = ">=2.6, !=3.0.*, !=3.1.*, !=3.2.*"
 files = [
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 ]
 
 [[package]]
 name = "google-api-core"
-version = "2.17.1"
+version = "2.19.2"
 description = "Google API client core library"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "google-api-core-2.17.1.tar.gz", hash = "sha256:9df18a1f87ee0df0bc4eea2770ebc4228392d8cc4066655b320e2cfccb15db95"},
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+    {file = "google_api_core-2.19.2-py3-none-any.whl", hash = "sha256:53ec0258f2837dd53bbd3d3df50f5359281b3cc13f800c941dd15a9b5a415af4"},
+    {file = "google_api_core-2.19.2.tar.gz", hash = "sha256:ca07de7e8aa1c98a8bfca9321890ad2340ef7f2eb136e558cee68f24b94b0a8f"},
 ]
 
 [package.dependencies]
@@ -552,7 +628,8 @@ google-auth = ">=2.14.1,<3.0.dev0"
 googleapis-common-protos = ">=1.56.2,<2.0.dev0"
 grpcio = {version = ">=1.33.2,<2.0dev", optional = true, markers = "extra == \"grpc\""}
 grpcio-status = {version = ">=1.33.2,<2.0.dev0", optional = true, markers = "extra == \"grpc\""}
-protobuf = ">=3.19.5,<3.20.0 || >3.20.0,<3.20.1 || >3.20.1,<4.21.0 || >4.21.0,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4.21.3 || >4.21.3,<4.21.4 || >4.21.4,<4.21.5 || >4.21.5,<5.0.0.dev0"
+proto-plus = ">=1.22.3,<2.0.0dev"
+protobuf = ">=3.19.5,<3.20.0 || >3.20.0,<3.20.1 || >3.20.1,<4.21.0 || >4.21.0,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4.21.3 || >4.21.3,<4.21.4 || >4.21.4,<4.21.5 || >4.21.5,<6.0.0.dev0"
 requests = ">=2.18.0,<3.0.0.dev0"
 
 [package.extras]
@@ -562,31 +639,31 @@ grpcio-gcp = ["grpcio-gcp (>=0.2.2,<1.0.dev0)"]
 
 [[package]]
 name = "google-api-python-client"
-version = "2.118.0"
+version = "2.145.0"
 description = "Google API Client Library for Python"
 optional = false
 python-versions = ">=3.7"
 files = [
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+    {file = "google_api_python_client-2.145.0-py2.py3-none-any.whl", hash = "sha256:d74da1358f3f2d63daf3c6f26bd96d89652051183bc87cf10a56ceb2a70beb50"},
+    {file = "google_api_python_client-2.145.0.tar.gz", hash = "sha256:8b84dde11aaccadc127e4846f5cd932331d804ea324e353131595e3f25376e97"},
 ]
 
 [package.dependencies]
 google-api-core = ">=1.31.5,<2.0.dev0 || >2.3.0,<3.0.0.dev0"
-google-auth = ">=1.19.0,<3.0.0.dev0"
-google-auth-httplib2 = ">=0.1.0"
-httplib2 = ">=0.15.0,<1.dev0"
+google-auth = ">=1.32.0,<2.24.0 || >2.24.0,<2.25.0 || >2.25.0,<3.0.0.dev0"
+google-auth-httplib2 = ">=0.2.0,<1.0.0"
+httplib2 = ">=0.19.0,<1.dev0"
 uritemplate = ">=3.0.1,<5"
 
 [[package]]
 name = "google-auth"
-version = "2.28.0"
+version = "2.34.0"
 description = "Google Authentication Library"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "google-auth-2.28.0.tar.gz", hash = "sha256:3cfc1b6e4e64797584fb53fc9bd0b7afa9b7c0dba2004fa7dcc9349e58cc3195"},
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+    {file = "google_auth-2.34.0-py2.py3-none-any.whl", hash = "sha256:72fd4733b80b6d777dcde515628a9eb4a577339437012874ea286bca7261ee65"},
+    {file = "google_auth-2.34.0.tar.gz", hash = "sha256:8eb87396435c19b20d32abd2f984e31c191a15284af72eb922f10e5bde9c04cc"},
 ]
 
 [package.dependencies]
@@ -596,7 +673,7 @@ rsa = ">=3.1.4,<5"
 
 [package.extras]
 aiohttp = ["aiohttp (>=3.6.2,<4.0.0.dev0)", "requests (>=2.20.0,<3.0.0.dev0)"]
-enterprise-cert = ["cryptography (==36.0.2)", "pyopenssl (==22.0.0)"]
+enterprise-cert = ["cryptography", "pyopenssl"]
 pyopenssl = ["cryptography (>=38.0.3)", "pyopenssl (>=20.0.0)"]
 reauth = ["pyu2f (>=0.1.5)"]
 requests = ["requests (>=2.20.0,<3.0.0.dev0)"]
@@ -618,13 +695,13 @@ httplib2 = ">=0.19.0"
 
 [[package]]
 name = "google-auth-oauthlib"
-version = "1.2.0"
+version = "1.2.1"
 description = "Google Authentication Library"
 optional = false
 python-versions = ">=3.6"
 files = [
-    {file = "google-auth-oauthlib-1.2.0.tar.gz", hash = "sha256:292d2d3783349f2b0734a0a0207b1e1e322ac193c2c09d8f7c613fb7cc501ea8"},
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+    {file = "google_auth_oauthlib-1.2.1-py2.py3-none-any.whl", hash = "sha256:2d58a27262d55aa1b87678c3ba7142a080098cbc2024f903c62355deb235d91f"},
+    {file = "google_auth_oauthlib-1.2.1.tar.gz", hash = "sha256:afd0cad092a2eaa53cd8e8298557d6de1034c6cb4a740500b5357b648af97263"},
 ]
 
 [package.dependencies]
@@ -636,18 +713,19 @@ tool = ["click (>=6.0.0)"]
 
 [[package]]
 name = "google-cloud-bigquery"
-version = "3.17.2"
+version = "3.25.0"
 description = "Google BigQuery API client library"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "google-cloud-bigquery-3.17.2.tar.gz", hash = "sha256:6e1cf669a40e567ab3289c7b5f2056363da9fcb85d9a4736ee90240d4a7d84ea"},
-    {file = "google_cloud_bigquery-3.17.2-py2.py3-none-any.whl", hash = "sha256:cdadf5283dca55a1a350bacf8c8a7466169d3cf46c5a0a3abc5e9aa0b0a51dee"},
+    {file = "google-cloud-bigquery-3.25.0.tar.gz", hash = "sha256:5b2aff3205a854481117436836ae1403f11f2594e6810a98886afd57eda28509"},
+    {file = "google_cloud_bigquery-3.25.0-py2.py3-none-any.whl", hash = "sha256:7f0c371bc74d2a7fb74dacbc00ac0f90c8c2bec2289b51dd6685a275873b1ce9"},
 ]
 
 [package.dependencies]
 db-dtypes = {version = ">=0.3.0,<2.0.0dev", optional = true, markers = "extra == \"pandas\""}
-google-api-core = ">=1.31.5,<2.0.dev0 || >2.3.0,<3.0.0dev"
+google-api-core = {version = ">=1.34.1,<2.0.dev0 || >=2.11.dev0,<3.0.0dev", extras = ["grpc"]}
+google-auth = ">=2.14.1,<3.0.0dev"
 google-cloud-core = ">=1.6.0,<3.0.0dev"
 google-resumable-media = ">=0.6.0,<3.0dev"
 packaging = ">=20.0.0"
@@ -669,37 +747,38 @@ tqdm = ["tqdm (>=4.7.4,<5.0.0dev)"]
 
 [[package]]
 name = "google-cloud-bigquery-connection"
-version = "1.15.1"
+version = "1.15.5"
 description = "Google Cloud Bigquery Connection API client library"
 optional = false
 python-versions = ">=3.7"
 files = [
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+    {file = "google_cloud_bigquery_connection-1.15.5-py2.py3-none-any.whl", hash = "sha256:b5333ce22cf8d643cb9d03fb0f66497466abc29c6ac20b9e728492bf3f65fb0e"},
+    {file = "google_cloud_bigquery_connection-1.15.5.tar.gz", hash = "sha256:43979ad6d0262ab34c9608e0970d46b4bd0f1e415d67153dcbacb795fd47adea"},
 ]
 
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-google-auth = ">=2.14.1,<3.0.0dev"
+google-api-core = {version = ">=1.34.1,<2.0.dev0 || >=2.11.dev0,<3.0.0dev", extras = ["grpc"]}
+google-auth = ">=2.14.1,<2.24.0 || >2.24.0,<2.25.0 || >2.25.0,<3.0.0dev"
 grpc-google-iam-v1 = ">=0.12.4,<1.0.0dev"
 proto-plus = ">=1.22.3,<2.0.0dev"
-protobuf = ">=3.19.5,<3.20.0 || >3.20.0,<3.20.1 || >3.20.1,<4.21.0 || >4.21.0,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4.21.3 || >4.21.3,<4.21.4 || >4.21.4,<4.21.5 || >4.21.5,<5.0.0dev"
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 [[package]]
 name = "google-cloud-bigquery-storage"
-version = "2.24.0"
+version = "2.26.0"
 description = "Google Cloud Bigquery Storage API client library"
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
 [package.dependencies]
 google-api-core = {version = ">=1.34.0,<2.0.dev0 || >=2.11.dev0,<3.0.0dev", extras = ["grpc"]}
+google-auth = ">=2.14.1,<3.0.0dev"
 proto-plus = ">=1.22.0,<2.0.0dev"
-protobuf = ">=3.19.5,<3.20.0 || >3.20.0,<3.20.1 || >3.20.1,<4.21.0 || >4.21.0,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4.21.3 || >4.21.3,<4.21.4 || >4.21.4,<4.21.5 || >4.21.5,<5.0.0dev"
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 [package.extras]
 fastavro = ["fastavro (>=0.21.2)"]
@@ -726,119 +805,79 @@ grpc = ["grpcio (>=1.38.0,<2.0dev)", "grpcio-status (>=1.38.0,<2.0.dev0)"]
 
 [[package]]
 name = "google-cloud-dataproc"
-version = "5.9.1"
+version = "5.11.0"
 description = "Google Cloud Dataproc API client library"
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
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-google-auth = ">=2.14.1,<3.0.0dev"
+google-api-core = {version = ">=1.34.1,<2.0.dev0 || >=2.11.dev0,<3.0.0dev", extras = ["grpc"]}
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 grpc-google-iam-v1 = ">=0.12.4,<1.0.0dev"
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 [[package]]
 name = "google-cloud-storage"
-version = "2.14.0"
+version = "2.18.2"
 description = "Google Cloud Storage API client library"
 optional = false
 python-versions = ">=3.7"
 files = [
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 google-cloud-core = ">=2.3.0,<3.0dev"
 google-crc32c = ">=1.0,<2.0dev"
-google-resumable-media = ">=2.6.0"
+google-resumable-media = ">=2.7.2"
 requests = ">=2.18.0,<3.0.0dev"
 
 [package.extras]
-protobuf = ["protobuf (<5.0.0dev)"]
+protobuf = ["protobuf (<6.0.0dev)"]
+tracing = ["opentelemetry-api (>=1.1.0)"]
 
 [[package]]
 name = "google-crc32c"
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 description = "A python wrapper of the C library 'Google CRC32C'"
 optional = false
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 [package.extras]
@@ -846,13 +885,13 @@ testing = ["pytest"]
 
 [[package]]
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+version = "2.7.2"
 description = "Utilities for Google Media Downloads and Resumable Uploads"
 optional = false
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 files = [
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@@ -864,18 +903,18 @@ requests = ["requests (>=2.18.0,<3.0.0dev)"]
 
 [[package]]
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 [package.extras]
 grpc = ["grpcio (>=1.44.0,<2.0.0.dev0)"]
@@ -910,112 +949,104 @@ websockets = ["websockets (>=10,<12)"]
 
 [[package]]
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 [package.dependencies]
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-protobuf = ">=4.21.6"
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 [[package]]
 name = "gspread"
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 [[package]]
 name = "identify"
-version = "2.5.34"
+version = "2.6.0"
 description = "File identification library for Python"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "identify-2.5.34-py2.py3-none-any.whl", hash = "sha256:a4316013779e433d08b96e5eabb7f641e6c7942e4ab5d4c509ebd2e7a8994aed"},
-    {file = "identify-2.5.34.tar.gz", hash = "sha256:ee17bc9d499899bc9eaec1ac7bf2dc9eedd480db9d88b96d123d3b64a9d34f5d"},
+    {file = "identify-2.6.0-py2.py3-none-any.whl", hash = "sha256:e79ae4406387a9d300332b5fd366d8994f1525e8414984e1a59e058b2eda2dd0"},
+    {file = "identify-2.6.0.tar.gz", hash = "sha256:cb171c685bdc31bcc4c1734698736a7d5b6c8bf2e0c15117f4d469c8640ae5cf"},
 ]
 
 [package.extras]
@@ -1077,33 +1108,37 @@ license = ["ukkonen"]
 
 [[package]]
 name = "idna"
-version = "3.6"
+version = "3.8"
 description = "Internationalized Domain Names in Applications (IDNA)"
 optional = false
-python-versions = ">=3.5"
+python-versions = ">=3.6"
 files = [
-    {file = "idna-3.6-py3-none-any.whl", hash = "sha256:c05567e9c24a6b9faaa835c4821bad0590fbb9d5779e7caa6e1cc4978e7eb24f"},
-    {file = "idna-3.6.tar.gz", hash = "sha256:9ecdbbd083b06798ae1e86adcbfe8ab1479cf864e4ee30fe4e46a003d12491ca"},
+    {file = "idna-3.8-py3-none-any.whl", hash = "sha256:050b4e5baadcd44d760cedbd2b8e639f2ff89bbc7a5730fcc662954303377aac"},
+    {file = "idna-3.8.tar.gz", hash = "sha256:d838c2c0ed6fced7693d5e8ab8e734d5f8fda53a039c0164afb0b82e771e3603"},
 ]
 
 [[package]]
 name = "importlib-metadata"
-version = "7.0.1"
+version = "8.5.0"
 description = "Read metadata from Python packages"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "importlib_metadata-7.0.1-py3-none-any.whl", hash = "sha256:4805911c3a4ec7c3966410053e9ec6a1fecd629117df5adee56dfc9432a1081e"},
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 ]
 
 [package.dependencies]
-zipp = ">=0.5"
+zipp = ">=3.20"
 
 [package.extras]
-docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (<7.2.5)", "sphinx (>=3.5)", "sphinx-lint"]
+check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1)"]
+cover = ["pytest-cov"]
+doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
+enabler = ["pytest-enabler (>=2.2)"]
 perf = ["ipython"]
-testing = ["flufl.flake8", "importlib-resources (>=1.3)", "packaging", "pyfakefs", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy (>=0.9.1)", "pytest-perf (>=0.9.2)", "pytest-ruff"]
+test = ["flufl.flake8", "importlib-resources (>=1.3)", "jaraco.test (>=5.4)", "packaging", "pyfakefs", "pytest (>=6,!=8.1.*)", "pytest-perf (>=0.9.2)"]
+type = ["pytest-mypy"]
 
 [[package]]
 name = "isodate"
@@ -1149,13 +1184,13 @@ files = [
 
 [[package]]
 name = "jsonschema"
-version = "4.21.1"
+version = "4.23.0"
 description = "An implementation of JSON Schema validation for Python"
 optional = false
 python-versions = ">=3.8"
 files = [
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+    {file = "jsonschema-4.23.0.tar.gz", hash = "sha256:d71497fef26351a33265337fa77ffeb82423f3ea21283cd9467bb03999266bc4"},
 ]
 
 [package.dependencies]
@@ -1166,7 +1201,7 @@ rpds-py = ">=0.7.1"
 
 [package.extras]
 format = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-validator", "rfc3987", "uri-template", "webcolors (>=1.11)"]
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+format-nongpl = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-validator", "rfc3986-validator (>0.1.0)", "uri-template", "webcolors (>=24.6.0)"]
 
 [[package]]
 name = "jsonschema-specifications"
@@ -1184,17 +1219,17 @@ referencing = ">=0.31.0"
 
 [[package]]
 name = "leather"
-version = "0.3.4"
+version = "0.4.0"
 description = "Python charting for 80% of humans."
 optional = false
 python-versions = "*"
 files = [
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+    {file = "leather-0.4.0.tar.gz", hash = "sha256:f964bec2086f3153a6c16e707f20cb718f811f57af116075f4c0f4805c608b95"},
 ]
 
-[package.dependencies]
-six = ">=1.6.1"
+[package.extras]
+test = ["cssselect (>=0.9.1)", "lxml (>=3.6.0)", "pytest", "pytest-cov"]
 
 [[package]]
 name = "logbook"
@@ -1245,29 +1280,29 @@ dev = ["Sphinx (==5.3.0)", "colorama (==0.4.5)", "colorama (==0.4.6)", "freezegu
 
 [[package]]
 name = "maison"
-version = "1.4.3"
+version = "1.4.2"
 description = "Read settings from config files"
 optional = false
 python-versions = ">=3.7.1,<4.0.0"
 files = [
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-    {file = "maison-1.4.3.tar.gz", hash = "sha256:766222ce82ae27138256c4af9d0bc6b3226288349601e095dcc567884cf0ce36"},
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+    {file = "maison-1.4.2.tar.gz", hash = "sha256:d2abac30a5c6a0749526d70ae95a63c6acf43461a1c10e51410b36734e053ec7"},
 ]
 
 [package.dependencies]
 click = ">=8.0.1,<9.0.0"
-pydantic = ">=2.5.3,<3.0.0"
+pydantic = ">=1.10.13,<2.0.0"
 toml = ">=0.10.2,<0.11.0"
 
 [[package]]
 name = "markdown"
-version = "3.5.2"
+version = "3.7"
 description = "Python implementation of John Gruber's Markdown."
 optional = false
 python-versions = ">=3.8"
 files = [
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+    {file = "markdown-3.7.tar.gz", hash = "sha256:2ae2471477cfd02dbbf038d5d9bc226d40def84b4fe2986e49b59b6b472bbed2"},
 ]
 
 [package.dependencies]
@@ -1383,167 +1418,180 @@ six = ">=1.9.0,<2.0"
 
 [[package]]
 name = "msgpack"
-version = "1.0.7"
+version = "1.1.0"
 description = "MessagePack serializer"
 optional = false
 python-versions = ">=3.8"
 files = [
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 [[package]]
 name = "networkx"
@@ -1565,18 +1613,15 @@ test = ["codecov (>=2.1)", "pytest (>=7.2)", "pytest-cov (>=4.0)"]
 
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-[package.dependencies]
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 [[package]]
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 [package.dependencies]
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 description = "Core utilities for Python packages"
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 python-versions = ">=3.9"
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 pytz = ">=2020.1"
 tzdata = ">=2022.7"
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 plot = ["matplotlib (>=3.6.3)"]
 postgresql = ["SQLAlchemy (>=2.0.0)", "adbc-driver-postgresql (>=0.8.0)", "psycopg2 (>=2.9.6)"]
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 [package.extras]
 tqdm = ["tqdm (>=4.23.0)"]
 
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+
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+
 [[package]]
 name = "parsedatetime"
 version = "2.4"
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 [package.extras]
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 [[package]]
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 [[package]]
 name = "shandy-sqlfmt"
@@ -2514,13 +2539,13 @@ files = [
 
 [[package]]
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-version = "1.3.0"
+version = "1.3.1"
 description = "Sniff out which async library your code is running under"
 optional = false
 python-versions = ">=3.7"
 files = [
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 [[package]]
@@ -2585,13 +2610,13 @@ files = [
 
 [[package]]
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-version = "4.66.2"
+version = "4.66.5"
 description = "Fast, Extensible Progress Meter"
 optional = false
 python-versions = ">=3.7"
 files = [
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 [package.dependencies]
@@ -2605,13 +2630,13 @@ telegram = ["requests"]
 
 [[package]]
 name = "typing-extensions"
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+version = "4.12.2"
 description = "Backported and Experimental Type Hints for Python 3.8+"
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 python-versions = ">=3.8"
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 [[package]]
@@ -2638,13 +2663,13 @@ files = [
 
 [[package]]
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+version = "2.2.2"
 description = "HTTP library with thread-safe connection pooling, file post, and more."
 optional = false
 python-versions = ">=3.8"
 files = [
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 [package.extras]
@@ -2655,13 +2680,13 @@ zstd = ["zstandard (>=0.18.0)"]
 
 [[package]]
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+version = "20.26.4"
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 python-versions = ">=3.7"
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 [package.dependencies]
@@ -2670,7 +2695,7 @@ filelock = ">=3.12.2,<4"
 platformdirs = ">=3.9.1,<5"
 
 [package.extras]
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 [[package]]
@@ -2706,117 +2731,119 @@ dev = ["black (>=19.3b0)", "pytest (>=4.6.2)"]
 
 [[package]]
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-maison = ">=1.4.0"
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+    {file = "yarl-1.11.1-cp39-cp39-macosx_10_9_universal2.whl", hash = "sha256:884eab2ce97cbaf89f264372eae58388862c33c4f551c15680dd80f53c89a269"},
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+    {file = "yarl-1.11.1-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:48dfd117ab93f0129084577a07287376cc69c08138694396f305636e229caa1a"},
+    {file = "yarl-1.11.1-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:75e0ae31fb5ccab6eda09ba1494e87eb226dcbd2372dae96b87800e1dcc98804"},
+    {file = "yarl-1.11.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:f46f81501160c28d0c0b7333b4f7be8983dbbc161983b6fb814024d1b4952f79"},
+    {file = "yarl-1.11.1-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:04293941646647b3bfb1719d1d11ff1028e9c30199509a844da3c0f5919dc520"},
+    {file = "yarl-1.11.1-cp39-cp39-musllinux_1_2_aarch64.whl", hash = "sha256:250e888fa62d73e721f3041e3a9abf427788a1934b426b45e1b92f62c1f68366"},
+    {file = "yarl-1.11.1-cp39-cp39-musllinux_1_2_i686.whl", hash = "sha256:e8f63904df26d1a66aabc141bfd258bf738b9bc7bc6bdef22713b4f5ef789a4c"},
+    {file = "yarl-1.11.1-cp39-cp39-musllinux_1_2_ppc64le.whl", hash = "sha256:aac44097d838dda26526cffb63bdd8737a2dbdf5f2c68efb72ad83aec6673c7e"},
+    {file = "yarl-1.11.1-cp39-cp39-musllinux_1_2_s390x.whl", hash = "sha256:267b24f891e74eccbdff42241c5fb4f974de2d6271dcc7d7e0c9ae1079a560d9"},
+    {file = "yarl-1.11.1-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:6907daa4b9d7a688063ed098c472f96e8181733c525e03e866fb5db480a424df"},
+    {file = "yarl-1.11.1-cp39-cp39-win32.whl", hash = "sha256:14438dfc5015661f75f85bc5adad0743678eefee266ff0c9a8e32969d5d69f74"},
+    {file = "yarl-1.11.1-cp39-cp39-win_amd64.whl", hash = "sha256:94d0caaa912bfcdc702a4204cd5e2bb01eb917fc4f5ea2315aa23962549561b0"},
+    {file = "yarl-1.11.1-py3-none-any.whl", hash = "sha256:72bf26f66456baa0584eff63e44545c9f0eaed9b73cb6601b647c91f14c11f38"},
+    {file = "yarl-1.11.1.tar.gz", hash = "sha256:1bb2d9e212fb7449b8fb73bc461b51eaa17cc8430b4a87d87be7b25052d92f53"},
 ]
 
 [package.dependencies]
@@ -2825,20 +2852,24 @@ multidict = ">=4.0"
 
 [[package]]
 name = "zipp"
-version = "3.17.0"
+version = "3.20.1"
 description = "Backport of pathlib-compatible object wrapper for zip files"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "zipp-3.17.0-py3-none-any.whl", hash = "sha256:0e923e726174922dce09c53c59ad483ff7bbb8e572e00c7f7c46b88556409f31"},
-    {file = "zipp-3.17.0.tar.gz", hash = "sha256:84e64a1c28cf7e91ed2078bb8cc8c259cb19b76942096c8d7b84947690cabaf0"},
+    {file = "zipp-3.20.1-py3-none-any.whl", hash = "sha256:9960cd8967c8f85a56f920d5d507274e74f9ff813a0ab8889a5b5be2daf44064"},
+    {file = "zipp-3.20.1.tar.gz", hash = "sha256:c22b14cc4763c5a5b04134207736c107db42e9d3ef2d9779d465f5f1bcba572b"},
 ]
 
 [package.extras]
-docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (<7.2.5)", "sphinx (>=3.5)", "sphinx-lint"]
-testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy (>=0.9.1)", "pytest-ruff"]
+check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1)"]
+cover = ["pytest-cov"]
+doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
+enabler = ["pytest-enabler (>=2.2)"]
+test = ["big-O", "importlib-resources", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more-itertools", "pytest (>=6,!=8.1.*)", "pytest-ignore-flaky"]
+type = ["pytest-mypy"]
 
 [metadata]
 lock-version = "2.0"
 python-versions = "~3.9"
-content-hash = "a102f8b62ef85b71268f5d4b74ce5e65d37546f6bac49e308e497b0cd554e09c"
+content-hash = "449d554196de70d2bc05c8e9a343e3cfd2ccbadaf913590818f0ed8d27e8fef3"
diff --git a/pyproject.toml b/pyproject.toml
index 0e259aff..03e3ca5f 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -24,7 +24,8 @@ gspread = "^5.3.0"
 pandas = "^2.0.0"
 requests = "^2.27.1"
 openpyxl = "^3.0.9"
-ruamel-yaml = "^0.17.21"
+ruamel-yaml = "^0.18.6"
 markdown = "^3.3.6"
-basedosdados = {version = "2.0.0b13", extras = ["upload"]}
+basedosdados = {version = "2.0.0b16", extras = ["upload"]}
 gql = "^3.5.0"
+databasers-utils = {git = "https://github.com/basedosdados/databasers-utils.git#main"}

From c0f33e46a4858745ef3c1404776af7d55a0669cc Mon Sep 17 00:00:00 2001
From: Luiz Eduardo <luiz.sinx02@gmail.com>
Date: Thu, 12 Sep 2024 10:48:05 -0300
Subject: [PATCH 11/18] Adicionar models br_jota 2024

---
 ...br_jota__eleicao_perfil_candidato_2024.sql | 34 ++++++++++
 ...leicao_prestacao_contas_candidato_2024.sql | 58 ++++++++++++++++
 ...prestacao_contas_candidato_origem_2024.sql | 56 ++++++++++++++++
 ..._eleicao_prestacao_contas_partido_2024.sql | 23 +++++++
 models/br_jota/schema.yaml                    | 67 +++++++++++++++++--
 5 files changed, 234 insertions(+), 4 deletions(-)
 create mode 100644 models/br_jota/br_jota__eleicao_perfil_candidato_2024.sql
 create mode 100644 models/br_jota/br_jota__eleicao_prestacao_contas_candidato_2024.sql
 create mode 100644 models/br_jota/br_jota__eleicao_prestacao_contas_candidato_origem_2024.sql
 create mode 100644 models/br_jota/br_jota__eleicao_prestacao_contas_partido_2024.sql

diff --git a/models/br_jota/br_jota__eleicao_perfil_candidato_2024.sql b/models/br_jota/br_jota__eleicao_perfil_candidato_2024.sql
new file mode 100644
index 00000000..5ce1aa0e
--- /dev/null
+++ b/models/br_jota/br_jota__eleicao_perfil_candidato_2024.sql
@@ -0,0 +1,34 @@
+{{
+    config(
+        alias="eleicao_perfil_candidato_2024",
+        schema="br_jota",
+        materialized="table",
+    )
+}}
+
+select
+    sequencial,
+    concat(ano, sequencial) as ano_sequencial_candidato,
+    nome_urna,
+    sigla_partido,
+    initcap(cargo) as cargo,
+    concat(municipio.nome, ' - ', municipio.sigla_uf) as municipio,
+    candidatos.sigla_uf,
+    initcap(genero) as genero,
+    case when raca is null then 'Nao Informado' else initcap(raca) end as raca,
+    idade,
+    case
+        when safe_cast(idade as int64) < 29
+        then "18-29"
+        when safe_cast(idade as int64) < 50
+        then "30-49"
+        when safe_cast(idade as int64) < 70
+        then "50-69"
+        when safe_cast(idade as int64) >= 70
+        then "70-100"
+    end as faixa_etaria
+from `basedosdados.br_tse_eleicoes.candidatos` as candidatos
+left join
+    `basedosdados.br_bd_diretorios_brasil.municipio` as municipio
+    on candidatos.id_municipio = municipio.id_municipio
+where ano = 2024
diff --git a/models/br_jota/br_jota__eleicao_prestacao_contas_candidato_2024.sql b/models/br_jota/br_jota__eleicao_prestacao_contas_candidato_2024.sql
new file mode 100644
index 00000000..ec71a60b
--- /dev/null
+++ b/models/br_jota/br_jota__eleicao_prestacao_contas_candidato_2024.sql
@@ -0,0 +1,58 @@
+{{
+    config(
+        alias="eleicao_prestacao_contas_candidato_2024",
+        schema="br_jota",
+        materialized="table",
+    )
+}}
+
+with
+    soma_receitas_candidato as (
+        select
+            sequencial_candidato,
+            sum(
+                case when origem = 'Recursos De Partido Politico' then valor end
+            ) as receita_partido,
+            sum(
+                case when receita_despesa = 'Receita' then valor end
+            ) as valor_receita_total,
+            sum(
+                case when receita_despesa = 'Despesa' then valor end
+            ) as valor_despesa_total,
+            sum(
+                case when categoria = 'Pessoal' then valor end
+            ) as valor_despesa_pessoal,
+            sum(
+                case when categoria = 'Publicidade' then valor end
+            ) as valor_despesa_publicidade,
+            sum(case when categoria = 'Outros' then valor end) as valor_despesa_outros,
+            sum(
+                case when categoria = 'Operacoes' then valor end
+            ) as valor_despesa_operacoes,
+        from
+            `basedosdados-perguntas.br_jota.eleicao_prestacao_contas_candidato_origem_2024`
+        where sequencial_candidato is not null
+        group by 1
+    )
+
+select
+    candidato_info.*,
+    rank() over (partition by cargo order by valor_receita_total desc) as rank_cargo,
+    rank() over (
+        partition by sigla_partido order by valor_receita_total desc
+    ) as rank_partido,
+    rank() over (
+        partition by cargo, municipio order by valor_receita_total desc
+    ) as rank_cargo_municipio,
+    rank() over (
+        partition by sigla_partido, cargo order by valor_receita_total desc
+    ) as rank_cargo_partido,
+    valor_despesa_pessoal / valor_despesa_total as proporcao_despesa_pessoal,
+    valor_despesa_publicidade / valor_despesa_total as proporcao_despesa_publicidade,
+    valor_despesa_outros / valor_despesa_total as proporcao_despesa_outros,
+    valor_despesa_operacoes / valor_despesa_total as proporcao_despesa_operacoes,
+    valores.* except (sequencial_candidato)
+from `basedosdados-perguntas.br_jota.eleicao_perfil_candidato_2024` as candidato_info
+left join
+    soma_receitas_candidato as valores
+    on candidato_info.sequencial = valores.sequencial_candidato
diff --git a/models/br_jota/br_jota__eleicao_prestacao_contas_candidato_origem_2024.sql b/models/br_jota/br_jota__eleicao_prestacao_contas_candidato_origem_2024.sql
new file mode 100644
index 00000000..0f0dc19b
--- /dev/null
+++ b/models/br_jota/br_jota__eleicao_prestacao_contas_candidato_origem_2024.sql
@@ -0,0 +1,56 @@
+{{
+    config(
+        alias="eleicao_prestacao_contas_candidato_origem_2024",
+        schema="br_jota",
+        materialized="table",
+    )
+}}
+
+with
+    despesa as (
+        select
+            case when cargo = 'Deputado Federal' then 'excluir' end as excluir,
+            data_despesa as data_conta,
+            sequencial_candidato,
+            concat(ano, sequencial_candidato) as ano_sequencial_candidato,
+            'Despesa' as receita_despesa,
+            initcap(origem_despesa) as origem,
+            sum(valor_despesa) as valor,
+            count(1) as n_linhas
+        from `basedosdados.br_tse_eleicoes.despesas_candidato`
+        where ano = 2024
+        group by 1, 2, 3, 4, 5, 6
+        having excluir is null
+    ),
+
+    receita as (
+        select
+            case when cargo = 'Deputado Federal' then 'excluir' end as excluir,
+            data_receita as data_conta,
+            sequencial_candidato,
+            concat(ano, sequencial_candidato) as ano_sequencial_candidato,
+            'Receita' as receita_despesa,
+            initcap(origem_receita) as origem,
+            sum(valor_receita) as valor,
+            count(1) as n_linhas
+        from `basedosdados.br_tse_eleicoes.receitas_candidato`
+        where ano = 2024
+        group by 1, 2, 3, 4, 5, 6
+        having excluir is null
+    ),
+
+    receita_despesa as (
+        select *
+        from despesa
+        union all
+        select *
+        from receita
+    )
+
+select t1.*, t2.categoria
+from receita_despesa as t1
+left join
+    `basedosdados-perguntas.br_jota.eleicao_auxiliar_categoria_origem` as t2
+    on t1.origem = regexp_replace(normalize(t2.origem, nfd), r"\pM", '')
+where data_conta <= current_date()
+order by data_conta
diff --git a/models/br_jota/br_jota__eleicao_prestacao_contas_partido_2024.sql b/models/br_jota/br_jota__eleicao_prestacao_contas_partido_2024.sql
new file mode 100644
index 00000000..ba07b9bb
--- /dev/null
+++ b/models/br_jota/br_jota__eleicao_prestacao_contas_partido_2024.sql
@@ -0,0 +1,23 @@
+{{
+    config(
+        alias="eleicao_prestacao_contas_partido_2024",
+        schema="br_jota",
+        materialized="table",
+    )
+}}
+
+select
+    municipio,
+    sigla_partido,
+    cargo,
+    genero,
+    raca,
+    faixa_etaria,
+    sum(valor_receita_total) as valor_receita_total,
+    sum(valor_despesa_total) as valor_despesa_total,
+    sum(valor_despesa_pessoal) as valor_despesa_pessoal,
+    sum(valor_despesa_publicidade) as valor_despesa_publicidade,
+    sum(valor_despesa_outros) as valor_despesa_outros,
+    sum(valor_despesa_operacoes) as valor_despesa_operacoes,
+from `basedosdados-perguntas.br_jota.eleicao_prestacao_contas_candidato_2024`
+group by 1, 2, 3, 4, 5, 6
diff --git a/models/br_jota/schema.yaml b/models/br_jota/schema.yaml
index 63760cee..44a7015f 100644
--- a/models/br_jota/schema.yaml
+++ b/models/br_jota/schema.yaml
@@ -32,14 +32,73 @@ models:
       - name: rank_cargo_partido
       - name: receita_partido
       - name: valor_total
-  - name: eleicao_prestacao_contas_candidato_origem_2022
-    description: 'Informações de prestação de contas no nível de candidato e da origem
-      da despesa ou receita '
+  - name: eleicao_perfil_candidato_2024
+    description: Descreve o perfil dos candidatos da eleição de 2024
     columns:
+      - name: sequencial
+      - name: ano_sequencial_candidato
+      - name: nome_urna
+      - name: sigla_partido
+      - name: cargo
+      - name: municipio
+      - name: sigla_uf
+      - name: genero
+      - name: raca
+      - name: idade
+      - name: faixa_etaria
+  - name: eleicao_prestacao_contas_candidato_2024
+    description: Informações de prestação de contas no nível de candidato
+    columns:
+      - name: sequencial
+      - name: ano_sequencial_candidato
+      - name: nome_urna
+      - name: sigla_partido
+      - name: cargo
+      - name: sigla_uf
+      - name: genero
+      - name: raca
+      - name: idade
+      - name: faixa_etaria
+      - name: rank_cargo
+      - name: rank_partido
+      - name: rank_cargo_municipio
+      - name: rank_cargo_partido
+      - name: proporcao_despesa_pessoal
+      - name: proporcao_despesa_publicidade
+      - name: proporcao_despesa_outros
+      - name: proporcao_despesa_operacoes
+      - name: receita_partido
+      - name: valor_receita_total
+      - name: valor_despesa_total
+      - name: valor_despesa_pessoal
+      - name: valor_despesa_publicidade
+      - name: valor_despesa_outros
+      - name: valor_despesa_operacoes
+  - name: eleicao_prestacao_contas_candidato_origem_2024
+    description: Informações de prestação de contas no nível de candidato Origem
+    columns:
+      - name: excluir
+      - name: data_conta
       - name: sequencial_candidato
       - name: ano_sequencial_candidato
       - name: receita_despesa
       - name: origem
       - name: valor
-      - name: ultima_atualizacao
+      - name: n_linhas
       - name: categoria
+  - name: eleicao_prestacao_contas_partido_2024
+    description: Informações de prestação de contas no nível de Partido da despesa
+      ou receita '
+    columns:
+      - name: municipio
+      - name: sigla_partido
+      - name: cargo
+      - name: genero
+      - name: raca
+      - name: faixa_etaria
+      - name: valor_receita_total
+      - name: valor_despesa_total
+      - name: valor_despesa_pessoal
+      - name: valor_despesa_publicidade
+      - name: valor_despesa_outros
+      - name: valor_despesa_operacoes

From 2bce4044a1bfedbd85f587c876ee21d2f196c680 Mon Sep 17 00:00:00 2001
From: Luiz Eduardo <luiz.sinx02@gmail.com>
Date: Fri, 13 Sep 2024 10:43:32 -0300
Subject: [PATCH 12/18] Adicionar tabela eleicao_auxiliar_categoria_origem

---
 .../br_jota__eleicao_auxiliar_categoria_origem.sql       | 9 +++++++++
 1 file changed, 9 insertions(+)
 create mode 100644 models/br_jota/br_jota__eleicao_auxiliar_categoria_origem.sql

diff --git a/models/br_jota/br_jota__eleicao_auxiliar_categoria_origem.sql b/models/br_jota/br_jota__eleicao_auxiliar_categoria_origem.sql
new file mode 100644
index 00000000..cfe9dddd
--- /dev/null
+++ b/models/br_jota/br_jota__eleicao_auxiliar_categoria_origem.sql
@@ -0,0 +1,9 @@
+{{
+    config(
+        alias="eleicao_auxiliar_categoria_origem",
+        schema="br_jota",
+        materialized="table",
+    )
+}}
+select *
+from `basedosdados-staging.br_jota_staging.eleicao_auxiliar_categoria_origem`

From 757bbe1e4c57ac4e1c002c14bf1a387ae0d42049 Mon Sep 17 00:00:00 2001
From: Luiz Eduardo <luiz.sinx02@gmail.com>
Date: Fri, 13 Sep 2024 10:49:44 -0300
Subject: [PATCH 13/18] Adicionar eleicao_auxiliar_categoria_origem ao schema

---
 models/br_jota/schema.yaml | 6 ++++++
 1 file changed, 6 insertions(+)

diff --git a/models/br_jota/schema.yaml b/models/br_jota/schema.yaml
index 44a7015f..081c9337 100644
--- a/models/br_jota/schema.yaml
+++ b/models/br_jota/schema.yaml
@@ -102,3 +102,9 @@ models:
       - name: valor_despesa_publicidade
       - name: valor_despesa_outros
       - name: valor_despesa_operacoes
+  - name: eleicao_auxiliar_categoria_origem
+    description: Informação auxiliares de categoria origem
+    columns:
+      - name: receita_despesa
+      - name: origem
+      - name: categoria

From 020c83703cd575eda54855eee32358db03284476 Mon Sep 17 00:00:00 2001
From: Luiz Eduardo <luiz.sinx02@gmail.com>
Date: Fri, 13 Sep 2024 11:07:36 -0300
Subject: [PATCH 14/18] =?UTF-8?q?altera=C3=A7oes=20para=20materializa?=
 =?UTF-8?q?=C3=A7=C3=A3o=20em=20prod?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 .../br_jota__eleicao_prestacao_contas_candidato_2024.sql     | 5 ++---
 ..._jota__eleicao_prestacao_contas_candidato_origem_2024.sql | 2 +-
 .../br_jota__eleicao_prestacao_contas_partido_2024.sql       | 2 +-
 .../eleicao_prestacao_contas_candidato_origem_2022.sql       | 2 +-
 4 files changed, 5 insertions(+), 6 deletions(-)

diff --git a/models/br_jota/br_jota__eleicao_prestacao_contas_candidato_2024.sql b/models/br_jota/br_jota__eleicao_prestacao_contas_candidato_2024.sql
index ec71a60b..2b497cc0 100644
--- a/models/br_jota/br_jota__eleicao_prestacao_contas_candidato_2024.sql
+++ b/models/br_jota/br_jota__eleicao_prestacao_contas_candidato_2024.sql
@@ -29,8 +29,7 @@ with
             sum(
                 case when categoria = 'Operacoes' then valor end
             ) as valor_despesa_operacoes,
-        from
-            `basedosdados-perguntas.br_jota.eleicao_prestacao_contas_candidato_origem_2024`
+        from `basedosdados.br_jota.eleicao_prestacao_contas_candidato_origem_2024`
         where sequencial_candidato is not null
         group by 1
     )
@@ -52,7 +51,7 @@ select
     valor_despesa_outros / valor_despesa_total as proporcao_despesa_outros,
     valor_despesa_operacoes / valor_despesa_total as proporcao_despesa_operacoes,
     valores.* except (sequencial_candidato)
-from `basedosdados-perguntas.br_jota.eleicao_perfil_candidato_2024` as candidato_info
+from `basedosdados.br_jota.eleicao_perfil_candidato_2024` as candidato_info
 left join
     soma_receitas_candidato as valores
     on candidato_info.sequencial = valores.sequencial_candidato
diff --git a/models/br_jota/br_jota__eleicao_prestacao_contas_candidato_origem_2024.sql b/models/br_jota/br_jota__eleicao_prestacao_contas_candidato_origem_2024.sql
index 0f0dc19b..d40376a4 100644
--- a/models/br_jota/br_jota__eleicao_prestacao_contas_candidato_origem_2024.sql
+++ b/models/br_jota/br_jota__eleicao_prestacao_contas_candidato_origem_2024.sql
@@ -50,7 +50,7 @@ with
 select t1.*, t2.categoria
 from receita_despesa as t1
 left join
-    `basedosdados-perguntas.br_jota.eleicao_auxiliar_categoria_origem` as t2
+    `basedosdados.br_jota.eleicao_auxiliar_categoria_origem` as t2
     on t1.origem = regexp_replace(normalize(t2.origem, nfd), r"\pM", '')
 where data_conta <= current_date()
 order by data_conta
diff --git a/models/br_jota/br_jota__eleicao_prestacao_contas_partido_2024.sql b/models/br_jota/br_jota__eleicao_prestacao_contas_partido_2024.sql
index ba07b9bb..60e9f4ce 100644
--- a/models/br_jota/br_jota__eleicao_prestacao_contas_partido_2024.sql
+++ b/models/br_jota/br_jota__eleicao_prestacao_contas_partido_2024.sql
@@ -19,5 +19,5 @@ select
     sum(valor_despesa_publicidade) as valor_despesa_publicidade,
     sum(valor_despesa_outros) as valor_despesa_outros,
     sum(valor_despesa_operacoes) as valor_despesa_operacoes,
-from `basedosdados-perguntas.br_jota.eleicao_prestacao_contas_candidato_2024`
+from `basedosdados.br_jota.eleicao_prestacao_contas_candidato_2024`
 group by 1, 2, 3, 4, 5, 6
diff --git a/models/br_jota/eleicao_prestacao_contas_candidato_origem_2022.sql b/models/br_jota/eleicao_prestacao_contas_candidato_origem_2022.sql
index e6f6033c..3922765e 100644
--- a/models/br_jota/eleicao_prestacao_contas_candidato_origem_2022.sql
+++ b/models/br_jota/eleicao_prestacao_contas_candidato_origem_2022.sql
@@ -34,5 +34,5 @@ with
 select t1.*, t2.categoria
 from receita_despesa as t1
 left join
-    `basedosdados-perguntas.br_jota.eleicao_auxiliar_categoria_origem` as t2
+    `basedosdados.br_jota.eleicao_auxiliar_categoria_origem` as t2
     on t1.origem = t2.origem

From 78a249b66e426df157d7c005e2551cb51148e89b Mon Sep 17 00:00:00 2001
From: Luiz Eduardo <luiz.sinx02@gmail.com>
Date: Fri, 13 Sep 2024 11:10:45 -0300
Subject: [PATCH 15/18] Reverter 2022

---
 .../br_jota/eleicao_prestacao_contas_candidato_origem_2022.sql  | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/models/br_jota/eleicao_prestacao_contas_candidato_origem_2022.sql b/models/br_jota/eleicao_prestacao_contas_candidato_origem_2022.sql
index 3922765e..e6f6033c 100644
--- a/models/br_jota/eleicao_prestacao_contas_candidato_origem_2022.sql
+++ b/models/br_jota/eleicao_prestacao_contas_candidato_origem_2022.sql
@@ -34,5 +34,5 @@ with
 select t1.*, t2.categoria
 from receita_despesa as t1
 left join
-    `basedosdados.br_jota.eleicao_auxiliar_categoria_origem` as t2
+    `basedosdados-perguntas.br_jota.eleicao_auxiliar_categoria_origem` as t2
     on t1.origem = t2.origem

From 7bb55cc65a2688171ae52aad02e65cb6ce93ef15 Mon Sep 17 00:00:00 2001
From: Luiz Eduardo <luiz.sinx02@gmail.com>
Date: Fri, 13 Sep 2024 12:00:21 -0300
Subject: [PATCH 16/18] Adicionar modelo br_bd_siga_o_dinheiro

---
 dbt_project.yml                               |  3 +
 ...ro__eleicao_auxiliar_categoria_origem.sql} |  2 +-
 ...nheiro__eleicao_perfil_candidato_2024.sql} |  2 +-
 ...eicao_prestacao_contas_candidato_2024.sql} |  8 +-
 ...restacao_contas_candidato_origem_2024.sql} |  4 +-
 ...eleicao_prestacao_contas_partido_2024.sql} |  4 +-
 models/br_bd_siga_o_dinheiro/schema.yaml      | 79 +++++++++++++++++++
 7 files changed, 93 insertions(+), 9 deletions(-)
 rename models/{br_jota/br_jota__eleicao_auxiliar_categoria_origem.sql => br_bd_siga_o_dinheiro/br_bd_siga_o_dinheiro__eleicao_auxiliar_categoria_origem.sql} (82%)
 rename models/{br_jota/br_jota__eleicao_perfil_candidato_2024.sql => br_bd_siga_o_dinheiro/br_bd_siga_o_dinheiro__eleicao_perfil_candidato_2024.sql} (96%)
 rename models/{br_jota/br_jota__eleicao_prestacao_contas_candidato_2024.sql => br_bd_siga_o_dinheiro/br_bd_siga_o_dinheiro__eleicao_prestacao_contas_candidato_2024.sql} (89%)
 rename models/{br_jota/br_jota__eleicao_prestacao_contas_candidato_origem_2024.sql => br_bd_siga_o_dinheiro/br_bd_siga_o_dinheiro__eleicao_prestacao_contas_candidato_origem_2024.sql} (93%)
 rename models/{br_jota/br_jota__eleicao_prestacao_contas_partido_2024.sql => br_bd_siga_o_dinheiro/br_bd_siga_o_dinheiro__eleicao_prestacao_contas_partido_2024.sql} (82%)
 create mode 100644 models/br_bd_siga_o_dinheiro/schema.yaml

diff --git a/dbt_project.yml b/dbt_project.yml
index 87734b02..35d8d5d8 100644
--- a/dbt_project.yml
+++ b/dbt_project.yml
@@ -90,6 +90,9 @@ models:
     br_bd_metadados:
       +materialized: table
       +schema: br_bd_metadados
+    br_bd_siga_o_dinheiro:
+      +materialized: table
+      +schema: br_bd_siga_o_dinheiro
     br_camara_dados_abertos:
       +materialized: table
       +schema: br_camara_dados_abertos
diff --git a/models/br_jota/br_jota__eleicao_auxiliar_categoria_origem.sql b/models/br_bd_siga_o_dinheiro/br_bd_siga_o_dinheiro__eleicao_auxiliar_categoria_origem.sql
similarity index 82%
rename from models/br_jota/br_jota__eleicao_auxiliar_categoria_origem.sql
rename to models/br_bd_siga_o_dinheiro/br_bd_siga_o_dinheiro__eleicao_auxiliar_categoria_origem.sql
index cfe9dddd..7060516b 100644
--- a/models/br_jota/br_jota__eleicao_auxiliar_categoria_origem.sql
+++ b/models/br_bd_siga_o_dinheiro/br_bd_siga_o_dinheiro__eleicao_auxiliar_categoria_origem.sql
@@ -1,7 +1,7 @@
 {{
     config(
         alias="eleicao_auxiliar_categoria_origem",
-        schema="br_jota",
+        schema="br_bd_siga_o_dinheiro",
         materialized="table",
     )
 }}
diff --git a/models/br_jota/br_jota__eleicao_perfil_candidato_2024.sql b/models/br_bd_siga_o_dinheiro/br_bd_siga_o_dinheiro__eleicao_perfil_candidato_2024.sql
similarity index 96%
rename from models/br_jota/br_jota__eleicao_perfil_candidato_2024.sql
rename to models/br_bd_siga_o_dinheiro/br_bd_siga_o_dinheiro__eleicao_perfil_candidato_2024.sql
index 5ce1aa0e..0b45bf77 100644
--- a/models/br_jota/br_jota__eleicao_perfil_candidato_2024.sql
+++ b/models/br_bd_siga_o_dinheiro/br_bd_siga_o_dinheiro__eleicao_perfil_candidato_2024.sql
@@ -1,7 +1,7 @@
 {{
     config(
         alias="eleicao_perfil_candidato_2024",
-        schema="br_jota",
+        schema="br_bd_siga_o_dinheiro",
         materialized="table",
     )
 }}
diff --git a/models/br_jota/br_jota__eleicao_prestacao_contas_candidato_2024.sql b/models/br_bd_siga_o_dinheiro/br_bd_siga_o_dinheiro__eleicao_prestacao_contas_candidato_2024.sql
similarity index 89%
rename from models/br_jota/br_jota__eleicao_prestacao_contas_candidato_2024.sql
rename to models/br_bd_siga_o_dinheiro/br_bd_siga_o_dinheiro__eleicao_prestacao_contas_candidato_2024.sql
index 2b497cc0..38de8288 100644
--- a/models/br_jota/br_jota__eleicao_prestacao_contas_candidato_2024.sql
+++ b/models/br_bd_siga_o_dinheiro/br_bd_siga_o_dinheiro__eleicao_prestacao_contas_candidato_2024.sql
@@ -1,7 +1,7 @@
 {{
     config(
         alias="eleicao_prestacao_contas_candidato_2024",
-        schema="br_jota",
+        schema="br_bd_siga_o_dinheiro",
         materialized="table",
     )
 }}
@@ -29,7 +29,8 @@ with
             sum(
                 case when categoria = 'Operacoes' then valor end
             ) as valor_despesa_operacoes,
-        from `basedosdados.br_jota.eleicao_prestacao_contas_candidato_origem_2024`
+        from
+            `basedosdados.br_bd_siga_o_dinheiro.eleicao_prestacao_contas_candidato_origem_2024`
         where sequencial_candidato is not null
         group by 1
     )
@@ -51,7 +52,8 @@ select
     valor_despesa_outros / valor_despesa_total as proporcao_despesa_outros,
     valor_despesa_operacoes / valor_despesa_total as proporcao_despesa_operacoes,
     valores.* except (sequencial_candidato)
-from `basedosdados.br_jota.eleicao_perfil_candidato_2024` as candidato_info
+from
+    `basedosdados.br_bd_siga_o_dinheiro.eleicao_perfil_candidato_2024` as candidato_info
 left join
     soma_receitas_candidato as valores
     on candidato_info.sequencial = valores.sequencial_candidato
diff --git a/models/br_jota/br_jota__eleicao_prestacao_contas_candidato_origem_2024.sql b/models/br_bd_siga_o_dinheiro/br_bd_siga_o_dinheiro__eleicao_prestacao_contas_candidato_origem_2024.sql
similarity index 93%
rename from models/br_jota/br_jota__eleicao_prestacao_contas_candidato_origem_2024.sql
rename to models/br_bd_siga_o_dinheiro/br_bd_siga_o_dinheiro__eleicao_prestacao_contas_candidato_origem_2024.sql
index d40376a4..c20391d5 100644
--- a/models/br_jota/br_jota__eleicao_prestacao_contas_candidato_origem_2024.sql
+++ b/models/br_bd_siga_o_dinheiro/br_bd_siga_o_dinheiro__eleicao_prestacao_contas_candidato_origem_2024.sql
@@ -1,7 +1,7 @@
 {{
     config(
         alias="eleicao_prestacao_contas_candidato_origem_2024",
-        schema="br_jota",
+        schema="br_bd_siga_o_dinheiro",
         materialized="table",
     )
 }}
@@ -50,7 +50,7 @@ with
 select t1.*, t2.categoria
 from receita_despesa as t1
 left join
-    `basedosdados.br_jota.eleicao_auxiliar_categoria_origem` as t2
+    `basedosdados.br_bd_siga_o_dinheiro.eleicao_auxiliar_categoria_origem` as t2
     on t1.origem = regexp_replace(normalize(t2.origem, nfd), r"\pM", '')
 where data_conta <= current_date()
 order by data_conta
diff --git a/models/br_jota/br_jota__eleicao_prestacao_contas_partido_2024.sql b/models/br_bd_siga_o_dinheiro/br_bd_siga_o_dinheiro__eleicao_prestacao_contas_partido_2024.sql
similarity index 82%
rename from models/br_jota/br_jota__eleicao_prestacao_contas_partido_2024.sql
rename to models/br_bd_siga_o_dinheiro/br_bd_siga_o_dinheiro__eleicao_prestacao_contas_partido_2024.sql
index 60e9f4ce..9aac10ff 100644
--- a/models/br_jota/br_jota__eleicao_prestacao_contas_partido_2024.sql
+++ b/models/br_bd_siga_o_dinheiro/br_bd_siga_o_dinheiro__eleicao_prestacao_contas_partido_2024.sql
@@ -1,7 +1,7 @@
 {{
     config(
         alias="eleicao_prestacao_contas_partido_2024",
-        schema="br_jota",
+        schema="br_bd_siga_o_dinheiro",
         materialized="table",
     )
 }}
@@ -19,5 +19,5 @@ select
     sum(valor_despesa_publicidade) as valor_despesa_publicidade,
     sum(valor_despesa_outros) as valor_despesa_outros,
     sum(valor_despesa_operacoes) as valor_despesa_operacoes,
-from `basedosdados.br_jota.eleicao_prestacao_contas_candidato_2024`
+from `basedosdados.br_bd_siga_o_dinheiro.eleicao_prestacao_contas_candidato_2024`
 group by 1, 2, 3, 4, 5, 6
diff --git a/models/br_bd_siga_o_dinheiro/schema.yaml b/models/br_bd_siga_o_dinheiro/schema.yaml
new file mode 100644
index 00000000..5bd87c4f
--- /dev/null
+++ b/models/br_bd_siga_o_dinheiro/schema.yaml
@@ -0,0 +1,79 @@
+---
+version: 2
+models:
+  - name: eleicao_perfil_candidato_2024
+    description: Descreve o perfil dos candidatos da eleição de 2024
+    columns:
+      - name: sequencial
+      - name: ano_sequencial_candidato
+      - name: nome_urna
+      - name: sigla_partido
+      - name: cargo
+      - name: municipio
+      - name: sigla_uf
+      - name: genero
+      - name: raca
+      - name: idade
+      - name: faixa_etaria
+  - name: eleicao_prestacao_contas_candidato_2024
+    description: Informações de prestação de contas no nível de candidato
+    columns:
+      - name: sequencial
+      - name: ano_sequencial_candidato
+      - name: nome_urna
+      - name: sigla_partido
+      - name: cargo
+      - name: sigla_uf
+      - name: genero
+      - name: raca
+      - name: idade
+      - name: faixa_etaria
+      - name: rank_cargo
+      - name: rank_partido
+      - name: rank_cargo_municipio
+      - name: rank_cargo_partido
+      - name: proporcao_despesa_pessoal
+      - name: proporcao_despesa_publicidade
+      - name: proporcao_despesa_outros
+      - name: proporcao_despesa_operacoes
+      - name: receita_partido
+      - name: valor_receita_total
+      - name: valor_despesa_total
+      - name: valor_despesa_pessoal
+      - name: valor_despesa_publicidade
+      - name: valor_despesa_outros
+      - name: valor_despesa_operacoes
+  - name: eleicao_prestacao_contas_candidato_origem_2024
+    description: Informações de prestação de contas no nível de candidato Origem
+    columns:
+      - name: excluir
+      - name: data_conta
+      - name: sequencial_candidato
+      - name: ano_sequencial_candidato
+      - name: receita_despesa
+      - name: origem
+      - name: valor
+      - name: n_linhas
+      - name: categoria
+  - name: eleicao_prestacao_contas_partido_2024
+    description: Informações de prestação de contas no nível de Partido da despesa
+      ou receita '
+    columns:
+      - name: municipio
+      - name: sigla_partido
+      - name: cargo
+      - name: genero
+      - name: raca
+      - name: faixa_etaria
+      - name: valor_receita_total
+      - name: valor_despesa_total
+      - name: valor_despesa_pessoal
+      - name: valor_despesa_publicidade
+      - name: valor_despesa_outros
+      - name: valor_despesa_operacoes
+  - name: eleicao_auxiliar_categoria_origem
+    description: Informação auxiliares de categoria origem
+    columns:
+      - name: receita_despesa
+      - name: origem
+      - name: categoria

From 1fa3a97a58d54a36f229051980b945287d24e678 Mon Sep 17 00:00:00 2001
From: uiro-bi <pisagabriel09@gmail.com>
Date: Mon, 16 Sep 2024 12:05:45 -0300
Subject: [PATCH 17/18] =?UTF-8?q?feat:=20update=20diret=C3=B3rio?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 .../br_bd_diretorios_mundo__nomenclatura_comum_mercosul.sql   | 4 +++-
 1 file changed, 3 insertions(+), 1 deletion(-)

diff --git a/models/br_bd_diretorios_mundo/br_bd_diretorios_mundo__nomenclatura_comum_mercosul.sql b/models/br_bd_diretorios_mundo/br_bd_diretorios_mundo__nomenclatura_comum_mercosul.sql
index c742491b..2cbd6dd5 100644
--- a/models/br_bd_diretorios_mundo/br_bd_diretorios_mundo__nomenclatura_comum_mercosul.sql
+++ b/models/br_bd_diretorios_mundo/br_bd_diretorios_mundo__nomenclatura_comum_mercosul.sql
@@ -1,4 +1,6 @@
 {{ config(alias="nomenclatura_comum_mercosul", schema="br_bd_diretorios_mundo") }}
+
+
 select
     safe_cast(co_ncm as string) id_ncm,
     safe_cast(co_unid as string) id_unidade,
@@ -50,4 +52,4 @@ select
     safe_cast(no_ncm_ing as string) nome_ncm_ingles,
 from
     `basedosdados-staging.br_bd_diretorios_mundo_staging.nomenclatura_comum_mercosul`
-    as t
+    as d

From d13de3417d159de34bf32b5ca9619d8d96cb9f49 Mon Sep 17 00:00:00 2001
From: Pedro Castro <aspeddro@gmail.com>
Date: Mon, 16 Sep 2024 17:10:32 -0300
Subject: [PATCH 18/18] fix: `br_inep_saeb.aluno_ef_9ano` (#773)

---
 .../br_inep_saeb__aluno_ef_9ano.sql           |   1 -
 .../code/fix_microdados_aluno_ef_9ano_2021.py | 227 ++++++++++++++++++
 poetry.lock                                   |  43 +++-
 pyproject.toml                                |   1 +
 4 files changed, 270 insertions(+), 2 deletions(-)
 create mode 100644 models/br_inep_saeb/code/fix_microdados_aluno_ef_9ano_2021.py

diff --git a/models/br_inep_saeb/br_inep_saeb__aluno_ef_9ano.sql b/models/br_inep_saeb/br_inep_saeb__aluno_ef_9ano.sql
index fa9578c8..efc96599 100644
--- a/models/br_inep_saeb/br_inep_saeb__aluno_ef_9ano.sql
+++ b/models/br_inep_saeb/br_inep_saeb__aluno_ef_9ano.sql
@@ -13,7 +13,6 @@
     )
 }}
 
-
 select
     safe_cast(ano as int64) ano,
     safe_cast(sigla_uf as string) sigla_uf,
diff --git a/models/br_inep_saeb/code/fix_microdados_aluno_ef_9ano_2021.py b/models/br_inep_saeb/code/fix_microdados_aluno_ef_9ano_2021.py
new file mode 100644
index 00000000..be89e273
--- /dev/null
+++ b/models/br_inep_saeb/code/fix_microdados_aluno_ef_9ano_2021.py
@@ -0,0 +1,227 @@
+import polars as pl
+import os
+import basedosdados as bd
+from databasers_utils import TableArchitecture
+import zipfile
+
+ROOT = os.path.join("models", "br_inep_saeb")
+INPUT = os.path.join(ROOT, "input")
+TMP = os.path.join(ROOT, "tmp")
+OUTPUT = os.path.join(ROOT, "output", "aluno_ef_9ano")
+
+ZIP_URL = "https://download.inep.gov.br/microdados/microdados_saeb_2021_ensino_fundamental_e_medio.zip"
+
+ZIP_FILE = os.path.join(INPUT, os.path.basename(ZIP_URL))
+
+os.system(
+    f"wget {ZIP_URL} --no-check-certificate -o {INPUT}/{os.path.basename(ZIP_URL)}"
+)
+
+with zipfile.ZipFile(ZIP_FILE) as z:
+    print(z.namelist())
+
+with zipfile.ZipFile(ZIP_FILE) as z:
+    z.extract("DADOS/TS_ALUNO_9EF.csv", TMP)
+
+# Apenas Roraima (RR)
+df = pl.read_csv(os.path.join(TMP, "DADOS/TS_ALUNO_9EF.csv"), separator=";").filter(
+    pl.col("ID_UF") == 14
+)
+
+csv_columns = df.columns
+
+arch = TableArchitecture(
+    "br_inep_saeb",
+    {
+        "aluno_ef_9ano": "https://docs.google.com/spreadsheets/d/1KLkvX8z9AKIe4iM5EeahVBCVUjikNvHJWfT-qTjM2IU/edit?gid=0#gid=0",
+    },
+)
+
+tables_arch = arch.tables()
+
+arch_ef_9ano = tables_arch["aluno_ef_9ano"]
+
+cols_disciplina = [
+    i
+    for i in csv_columns
+    if i.endswith("LP") or i.endswith("MT") or i.endswith("CH") or i.endswith("CN")
+]
+
+index_cols = [
+    "ID_SAEB",
+    "ID_REGIAO",
+    "ID_UF",
+    "ID_MUNICIPIO",
+    "ID_AREA",
+    "ID_ESCOLA",
+    "IN_PUBLICA",
+    "ID_LOCALIZACAO",
+    "ID_TURMA",
+    "ID_SERIE",
+    "ID_ALUNO",
+    "IN_SITUACAO_CENSO",
+    "IN_AMOSTRA",
+    "ESTRATO",
+    "IN_PREENCHIMENTO_QUESTIONARIO",
+    "IN_INSE",
+    "INSE_ALUNO",
+    "NU_TIPO_NIVEL_INSE",
+    "PESO_ALUNO_INSE",
+]
+
+on = [
+    "PROFICIENCIA_LP_SAEB",
+    "PROFICIENCIA_MT_SAEB",
+    "PROFICIENCIA_CH_SAEB",
+    "PROFICIENCIA_CN_SAEB",
+    "ERRO_PADRAO_LP_SAEB",
+    "ERRO_PADRAO_MT_SAEB",
+    "ERRO_PADRAO_CH_SAEB",
+    "ERRO_PADRAO_CN_SAEB",
+    *cols_disciplina,
+]
+
+
+def find_disc(value: str) -> str:
+    """
+    Returns two characters identifying the subject from a variable
+
+    Parameters
+    ----------
+    value
+        Variable name
+
+    Examples
+    --------
+    >>> find_disc("PROFICIENCIA_CH_SAEB")
+    >>> "CH"
+    """
+    last_two_char = value[-2:]
+    if last_two_char not in ["LP", "MT", "CH", "CN"]:
+        return value.split("_")[-2]
+    return last_two_char
+
+
+def renames_variables(value: tuple[str, str]) -> str:
+    """
+    Rename variables using subject
+
+    Parameters
+    ----------
+    value:
+        Tuple (two values), lhs is variable name and rhs is subject
+
+    Examples
+    --------
+    >>> renames_variables(("PROFICIENCIA_CH_SAEB", "CH"))
+    >>> "PROFICIENCIA__SAEB"
+    """
+    variable, disc = value
+    parts = variable.split("_")
+
+    if disc in parts:
+        return "_".join([i for i in parts if i not in disc])
+
+    return variable
+
+
+other_index_cols = [
+    i
+    for i in csv_columns
+    if i.startswith("TX_RESP") and i.split("_")[-1] not in ["LP", "MT", "CH", "CN"]
+]
+
+
+def wide_to_long(df: pl.DataFrame) -> pl.DataFrame:
+    """
+    Convert a DataFrame from wide to long format
+    """
+    return (
+        df.unpivot(on=on, index=[*index_cols, *other_index_cols])
+        .with_columns(
+            pl.col("variable")
+            .map_elements(lambda v: find_disc(v), return_dtype=pl.String)
+            .alias("disciplina"),
+        )
+        .with_columns(
+            pl.struct(["variable", "disciplina"]).map_elements(
+                lambda cols: renames_variables((cols["variable"], cols["disciplina"])),
+                return_dtype=pl.String,
+            )
+        )
+        .pivot(
+            on="variable",
+            values="value",
+            index=[*index_cols, *other_index_cols, "disciplina"],
+        )
+    )
+
+
+manual_renames = {
+    "PROFICIENCIA_SAEB": "proficiencia_saeb",
+    "ERRO_PADRAO_SAEB": "erro_padrao_saeb",
+    "IN_PREENCHIMENTO": "preenchimento_caderno",
+    "IN_PRESENCA": "presenca",
+    "ID_CADERNO": "caderno",
+    "ID_BLOCO_1": "bloco_1",
+    "ID_BLOCO_2": "bloco_2",
+    "ID_BLOCO_3": "bloco_3",
+    "NU_BLOCO_1_ABERTA": "bloco_1_aberto",
+    "NU_BLOCO_2_ABERTA": "bloco_2_aberto",
+    "TX_RESP_BLOCO1": "respostas_bloco_1",
+    "TX_RESP_BLOCO2": "respostas_bloco_2",
+    "TX_RESP_BLOCO3": "respostas_bloco_3",
+    "CO_CONCEITO_Q1": "conceito_q1",
+    "CO_CONCEITO_Q2": "conceito_q2",
+    "IN_PROFICIENCIA": "indicador_proficiencia",
+    "PESO_ALUNO": "peso_aluno",
+    "PROFICIENCIA": "proficiencia",
+    "ERRO_PADRAO": "erro_padrao",
+}
+
+tb_aluno_ef_9ano = bd.Table("br_inep_saeb", table_id="aluno_ef_9ano")
+
+bq_cols = tb_aluno_ef_9ano._get_columns_from_bq()
+
+cols_dict = dict([(i["name"], i["type"]) for i in bq_cols["columns"]])
+
+common_renames = {
+    i["original_name_2021"]: i["name"]
+    for i in arch_ef_9ano.loc[arch_ef_9ano["original_name_2021"] != ""][
+        ["name", "original_name_2021"]
+    ].to_dict("records")
+    if i["original_name_2021"] in csv_columns
+}
+
+df = (
+    wide_to_long(df)
+    .rename({**common_renames, **manual_renames})
+    .with_columns(pl.lit("RR").alias("sigla_uf"))
+    .drop(["ID_UF"])
+)
+
+
+empty_cols_to_add = [i for i in cols_dict.keys() if i not in df.columns]
+
+len(empty_cols_to_add)
+
+df = (
+    df.with_columns([pl.lit(None).alias(col) for col in empty_cols_to_add])
+    .with_columns([pl.col(col_name).cast(pl.String) for col_name in cols_dict.keys()])
+    .select(*cols_dict.keys())
+    .filter(pl.col("disciplina") == "MT")
+)
+
+assert len(df.columns) == len(bq_cols["columns"])
+
+PARTITION_DIR = os.path.join(OUTPUT, "ano=2021", "sigla_uf=RR")
+
+os.makedirs(PARTITION_DIR, exist_ok=True)
+
+df.write_csv(os.path.join(PARTITION_DIR, "microdados_mt.csv"))
+
+tb_aluno_ef_9ano.create(
+    OUTPUT,
+    if_table_exists="replace",
+    if_storage_data_exists="replace",
+)
diff --git a/poetry.lock b/poetry.lock
index add9d438..9d41df00 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1863,6 +1863,47 @@ files = [
 docs = ["furo (>=2023.7.26)", "proselint (>=0.13)", "sphinx (>=7.1.1)", "sphinx-autodoc-typehints (>=1.24)"]
 test = ["appdirs (==1.4.4)", "covdefaults (>=2.3)", "pytest (>=7.4)", "pytest-cov (>=4.1)", "pytest-mock (>=3.11.1)"]
 
+[[package]]
+name = "polars"
+version = "1.7.0"
+description = "Blazingly fast DataFrame library"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "polars-1.7.0-cp38-abi3-macosx_10_12_x86_64.whl", hash = "sha256:515201ae296a3ef770102dab196f207581b617c7a053cf200aff57fdca03001f"},
+    {file = "polars-1.7.0-cp38-abi3-macosx_11_0_arm64.whl", hash = "sha256:5c7b03a60b3490f7ca17e0a69208b29bea1a70f62b394443035f196c751ca126"},
+    {file = "polars-1.7.0-cp38-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:56042ca1e35c2e6a08e2f37d981a46af685e273cde08944328921a22ed5e1926"},
+    {file = "polars-1.7.0-cp38-abi3-manylinux_2_24_aarch64.whl", hash = "sha256:bdb11cc9807d3886a8ea516a9d829fb9d8570d11b80be9310f825d1331011dbd"},
+    {file = "polars-1.7.0-cp38-abi3-win_amd64.whl", hash = "sha256:3d0fe4b8505c918114bbef6c8f8bd7a245ce3b7cd59f3c9fba2c9cd1f24606f9"},
+    {file = "polars-1.7.0.tar.gz", hash = "sha256:cd90892c8ed0ee755fdf0a0ebc08489c6f0094eaa7eed5edb48956c3e431ef8c"},
+]
+
+[package.extras]
+adbc = ["adbc-driver-manager[dbapi]", "adbc-driver-sqlite[dbapi]"]
+all = ["polars[async,cloudpickle,database,deltalake,excel,fsspec,graph,iceberg,numpy,pandas,plot,pyarrow,pydantic,style,timezone]"]
+async = ["gevent"]
+calamine = ["fastexcel (>=0.9)"]
+cloudpickle = ["cloudpickle"]
+connectorx = ["connectorx (>=0.3.2)"]
+database = ["nest-asyncio", "polars[adbc,connectorx,sqlalchemy]"]
+deltalake = ["deltalake (>=0.15.0)"]
+excel = ["polars[calamine,openpyxl,xlsx2csv,xlsxwriter]"]
+fsspec = ["fsspec"]
+gpu = ["cudf-polars-cu12"]
+graph = ["matplotlib"]
+iceberg = ["pyiceberg (>=0.5.0)"]
+numpy = ["numpy (>=1.16.0)"]
+openpyxl = ["openpyxl (>=3.0.0)"]
+pandas = ["pandas", "polars[pyarrow]"]
+plot = ["altair (>=5.4.0)"]
+pyarrow = ["pyarrow (>=7.0.0)"]
+pydantic = ["pydantic"]
+sqlalchemy = ["polars[pandas]", "sqlalchemy"]
+style = ["great-tables (>=0.8.0)"]
+timezone = ["backports-zoneinfo", "tzdata"]
+xlsx2csv = ["xlsx2csv (>=0.8.0)"]
+xlsxwriter = ["xlsxwriter"]
+
 [[package]]
 name = "pre-commit"
 version = "3.8.0"
@@ -2872,4 +2913,4 @@ type = ["pytest-mypy"]
 [metadata]
 lock-version = "2.0"
 python-versions = "~3.9"
-content-hash = "449d554196de70d2bc05c8e9a343e3cfd2ccbadaf913590818f0ed8d27e8fef3"
+content-hash = "98e3b8ca5ac1d40be1d09241e907e7e1bc99e54cf66e550091591fad6dabbdb3"
diff --git a/pyproject.toml b/pyproject.toml
index 03e3ca5f..cc7e8ec0 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -29,3 +29,4 @@ markdown = "^3.3.6"
 basedosdados = {version = "2.0.0b16", extras = ["upload"]}
 gql = "^3.5.0"
 databasers-utils = {git = "https://github.com/basedosdados/databasers-utils.git#main"}
+polars = "^1.7.0"