Integração Snowflake com flex

Nossa integração com o Snowflake permite que você colete dados abrangentes sobre vários aspectos, incluindo desempenho de consulta, integridade do sistema de armazenamento, status do armazém e informações de faturamento.

A screenshot of a dashboard with Snowflake query metrics.

Depois de configurar a integração do Snowflake com New Relic, veja seus dados em painéis como estes, prontos para uso.

Instalar o agente de infraestrutura

Para usar a integração do Snowflake, é necessário instalar também o agente de infraestrutura no mesmo host. O agente de infraestrutura monitora o próprio host, enquanto a integração que você instalará na próxima etapa amplia seu monitoramento com dados específicos do Snowflake.

Configurar métrica do Snowflake

Execute o comando abaixo para armazenar a métrica do Snowflake no formato JSON, permitindo que o nri-flex a leia. Certifique-se de modificar ACCOUNT, USERNAME e SNOWSQL_PWD adequadamente.

bash

$# Run the below command as a 1 minute cronjob
$    SNOWSQL_PWD='Replaceme' snowsql -o output_format=json -o remove_comments=true -o header=true -o timing=false -o friendly=false -a <ACCOUNT> -u <USERNAME> -q 'SELECT SERVICE_TYPE, NAME, AVG(CREDITS_USED_COMPUTE) AS "CREDITS_USED_COMPUTE_AVERAGE", SUM(CREDITS_USED_COMPUTE) AS "CREDITS_USED_COMPUTE_SUM", AVG(CREDITS_USED_CLOUD_SERVICES) AS "CREDITS_USED_CLOUD_SERVICES_AVERAGE", SUM(CREDITS_USED_CLOUD_SERVICES) AS "CREDITS_USED_CLOUD_SERVICES_SUM", AVG(CREDITS_USED) AS "CREDITS_USED_AVERAGE", SUM(CREDITS_USED) AS "CREDITS_USED_SUM" FROM "SNOWFLAKE"."ACCOUNT_USAGE"."METERING_HISTORY" WHERE start_time >= DATE_TRUNC(day, CURRENT_DATE()) GROUP BY 1, 2;' > /tmp/snowflake-account-metering.json
$    SNOWSQL_PWD='Replaceme' snowsql -o output_format=json -o remove_comments=true -o header=true -o timing=false -o friendly=false -a <ACCOUNT> -u <USERNAME> -q 'SELECT WAREHOUSE_NAME, AVG(AVG_RUNNING) AS "RUNNING_AVERAGE", AVG(AVG_QUEUED_LOAD) AS "QUEUED_LOAD_AVERAGE", AVG(AVG_QUEUED_PROVISIONING) AS "QUEUED_PROVISIONING_AVERAGE", AVG(AVG_BLOCKED) AS "BLOCKED_AVERAGE" FROM "SNOWFLAKE"."ACCOUNT_USAGE"."WAREHOUSE_LOAD_HISTORY" GROUP BY 1;' > /tmp/snowflake-warehouse-load-history-metrics.json
$    SNOWSQL_PWD='Replaceme' snowsql -o output_format=json -o remove_comments=true -o header=true -o timing=false -o friendly=false -a <ACCOUNT> -u <USERNAME> -q 'SELECT WAREHOUSE_NAME, avg(CREDITS_USED_COMPUTE) as "CREDITS_USED_COMPUTE_AVERAGE", sum(CREDITS_USED_COMPUTE) as "CREDITS_USED_COMPUTE_SUM", avg(CREDITS_USED_CLOUD_SERVICES) as "CREDITS_USED_CLOUD_SERVICES_AVERAGE", sum(CREDITS_USED_CLOUD_SERVICES) as "CREDITS_USED_CLOUD_SERVICES_SUM", avg(CREDITS_USED) as "CREDITS_USED_AVERAGE", sum(CREDITS_USED) as "CREDITS_USED_SUM" from "SNOWFLAKE"."ACCOUNT_USAGE"."WAREHOUSE_METERING_HISTORY" group by 1;' > /tmp/snowflake-warehouse-metering.json
$    SNOWSQL_PWD='Replaceme' snowsql -o output_format=json -o remove_comments=true -o header=true -o timing=false -o friendly=false -a <ACCOUNT> -u <USERNAME> -q 'SELECT table_name, table_schema, avg(ACTIVE_BYTES) as "ACTIVE_BYTES_AVERAGE", avg(TIME_TRAVEL_BYTES) as "TIME_TRAVEL_BYTES_AVERAGE", avg(FAILSAFE_BYTES) as "FAILSAFE_BYTES_AVERAGE", avg(RETAINED_FOR_CLONE_BYTES) as "RETAINED_FOR_CLONE_BYTES_AVERAGE" from "SNOWFLAKE"."ACCOUNT_USAGE"."TABLE_STORAGE_METRICS" group by 1, 2;' > /tmp/snowflake-table-storage-metrics.json
$    SNOWSQL_PWD='Replaceme' snowsql -o output_format=json -o remove_comments=true -o header=true -o timing=false -o friendly=false -a <ACCOUNT> -u <USERNAME> -q 'SELECT STORAGE_BYTES, STAGE_BYTES, FAILSAFE_BYTES FROM "SNOWFLAKE"."ACCOUNT_USAGE"."STORAGE_USAGE" ORDER BY USAGE_DATE DESC LIMIT 1;' > /tmp/snowflake-storage-usage.json
$    SNOWSQL_PWD='Replaceme' snowsql -o output_format=json -o remove_comments=true -o header=true -o timing=false -o friendly=false -a <ACCOUNT> -u <USERNAME> -q 'SELECT USAGE_DATE, AVG(AVERAGE_STAGE_BYTES) FROM "SNOWFLAKE"."ACCOUNT_USAGE"."STAGE_STORAGE_USAGE_HISTORY" GROUP BY USAGE_DATE;' > /tmp/snowflake-stage-storage-usage-history.json
$    SNOWSQL_PWD='Replaceme' snowsql -o output_format=json -o remove_comments=true -o header=true -o timing=false -o friendly=false -a <ACCOUNT> -u <USERNAME> -q 'SELECT DATABASE_NAME, AVG(CREDITS_USED) AS "CREDITS_USED_AVERAGE", SUM(CREDITS_USED) AS "CREDITS_USED_SUM", AVG(BYTES_TRANSFERRED) AS "BYTES_TRANSFERRED_AVERAGE", SUM(BYTES_TRANSFERRED) AS "BYTES_TRANSFERRED_SUM" FROM "SNOWFLAKE"."ACCOUNT_USAGE"."REPLICATION_USAGE_HISTORY" GROUP BY DATABASE_NAME;' > /tmp/snowflake-replication-usage-history.json
$    SNOWSQL_PWD='Replaceme' snowsql -o output_format=json -o remove_comments=true -o header=true -o timing=false -o friendly=false -a <ACCOUNT> -u <USERNAME> -q 'SELECT QUERY_TYPE, WAREHOUSE_NAME, DATABASE_NAME, SCHEMA_NAME, AVG(EXECUTION_TIME) AS "EXECUTION_TIME_AVERAGE", AVG(COMPILATION_TIME) AS "COMPILATION_TIME_AVERAGE", AVG(BYTES_SCANNED) AS "BYTES_SCANNED_AVERAGE", AVG(BYTES_WRITTEN) AS "BYTES_WRITTEN_AVERAGE", AVG(BYTES_DELETED) AS "BYTES_DELETED_AVERAGE", AVG(BYTES_SPILLED_TO_LOCAL_STORAGE) AS "BYTES_SPILLED_TO_LOCAL_STORAGE_AVERAGE", AVG(BYTES_SPILLED_TO_REMOTE_STORAGE) AS "BYTES_SPILLED_TO_REMOTE_STORAGE_AVERAGE" FROM "SNOWFLAKE"."ACCOUNT_USAGE"."QUERY_HISTORY" GROUP BY QUERY_TYPE, WAREHOUSE_NAME, DATABASE_NAME, SCHEMA_NAME;' > /tmp/snowflake-query-history.json
$    SNOWSQL_PWD='Replaceme' snowsql -o output_format=json -o remove_comments=true -o header=true -o timing=false -o friendly=false -a <ACCOUNT> -u <USERNAME> -q 'SELECT PIPE_NAME, AVG(CREDITS_USED) AS "CREDITS_USED_AVERAGE", SUM(CREDITS_USED) AS "CREDITS_USED_SUM", AVG(BYTES_INSERTED) AS "BYTES_INSERTED_AVERAGE", SUM(BYTES_INSERTED) AS "BYTES_INSERTED_SUM", AVG(FILES_INSERTED) AS "FILES_INSERTED_AVERAGE", SUM(FILES_INSERTED) AS "FILES_INSERTED_SUM" FROM "SNOWFLAKE"."ACCOUNT_USAGE"."PIPE_USAGE_HISTORY" GROUP BY PIPE_NAME;' > /tmp/snowflake-pipe-usage.json
$    SNOWSQL_PWD='Replaceme' snowsql -o output_format=json -o remove_comments=true -o header=true -o timing=false -o friendly=false -a <ACCOUNT> -u <USERNAME> -q 'SELECT QUERY_ID, QUERY_TEXT, (EXECUTION_TIME / 60000) AS EXEC_TIME, WAREHOUSE_NAME, USER_NAME, EXECUTION_STATUS FROM "SNOWFLAKE"."ACCOUNT_USAGE"."QUERY_HISTORY" WHERE EXECUTION_STATUS = '\''SUCCESS'\'' ORDER BY EXECUTION_TIME DESC;' > /tmp/snowflake-longest-queries.json
$    SNOWSQL_PWD='Replaceme' snowsql -o output_format=json -o remove_comments=true -o header=true -o timing=false -o friendly=false -a <ACCOUNT> -u <USERNAME> -q 'SELECT EVENT_ID, EVENT_TIMESTAMP, EVENT_TYPE, REPORTED_CLIENT_TYPE, REPORTED_CLIENT_VERSION, FIRST_AUTHENTICATION_FACTOR, SECOND_AUTHENTICATION_FACTOR, IS_SUCCESS, ERROR_CODE, ERROR_MESSAGE FROM "SNOWFLAKE"."ACCOUNT_USAGE"."LOGIN_HISTORY" WHERE IS_SUCCESS = '\''NO'\'';' > /tmp/snowflake-login-failures.json
$    SNOWSQL_PWD='Replaceme' snowsql -o output_format=json -o remove_comments=true -o header=true -o timing=false -o friendly=false -a <ACCOUNT> -u <USERNAME> -q 'SELECT DATABASE_NAME, AVERAGE_DATABASE_BYTES, AVERAGE_FAILSAFE_BYTES FROM "SNOWFLAKE"."ACCOUNT_USAGE"."DATABASE_STORAGE_USAGE_HISTORY" ORDER BY USAGE_DATE DESC LIMIT 1;' > /tmp/snowflake-database-storage-usage.json
$    SNOWSQL_PWD='Replaceme' snowsql -o output_format=json -o remove_comments=true -o header=true -o timing=false -o friendly=false -a <ACCOUNT> -u <USERNAME> -q 'SELECT SOURCE_CLOUD, SOURCE_REGION, TARGET_CLOUD, TARGET_REGION, TRANSFER_TYPE, AVG(BYTES_TRANSFERRED) AS "BYTES_TRANSFERRED_AVERAGE", SUM(BYTES_TRANSFERRED) AS "BYTES_TRANSFERRED_SUM" FROM "SNOWFLAKE"."ACCOUNT_USAGE"."DATA_TRANSFER_HISTORY" GROUP BY 1, 2, 3, 4, 5;' > /tmp/snowflake-data-transfer-usage.json
$    SNOWSQL_PWD='Replaceme' snowsql -o output_format=json -o remove_comments=true -o header=true -o timing=false -o friendly=false -a <ACCOUNT> -u <USERNAME> -q 'SELECT WAREHOUSE_NAME, SUM(CREDITS_USED) AS TOTAL_CREDITS_USED FROM "SNOWFLAKE"."ACCOUNT_USAGE"."WAREHOUSE_METERING_HISTORY" GROUP BY 1 ORDER BY 2 DESC;' > /tmp/snowflake-credit-usage-by-warehouse.json
$    SNOWSQL_PWD='Replaceme' snowsql -o output_format=json -o remove_comments=true -o header=true -o timing=false -o friendly=false -a <ACCOUNT> -u <USERNAME> -q 'SELECT TABLE_NAME, DATABASE_NAME, SCHEMA_NAME, AVG(CREDITS_USED) AS "CREDITS_USED_AVERAGE", SUM(CREDITS_USED) AS "CREDITS_USED_SUM", AVG(NUM_BYTES_RECLUSTERED) AS "BYTES_RECLUSTERED_AVERAGE", SUM(NUM_BYTES_RECLUSTERED) AS "BYTES_RECLUSTERED_SUM", AVG(NUM_ROWS_RECLUSTERED) AS "ROWS_RECLUSTERED_AVERAGE", SUM(NUM_ROWS_RECLUSTERED) AS "ROWS_RECLUSTERED_SUM" FROM "SNOWFLAKE"."ACCOUNT_USAGE"."AUTOMATIC_CLUSTERING_HISTORY" GROUP BY 1, 2, 3;' > /tmp/snowflake-automatic-clustering.json
$    SNOWSQL_PWD='Replaceme' snowsql -o output_format=json -o remove_comments=true -o header=true -o timing=false -o friendly=false -a <ACCOUNT> -u <USERNAME> -q 'select USER_NAME,EVENT_TYPE,IS_SUCCESS,ERROR_CODE,ERROR_MESSAGE,FIRST_AUTHENTICATION_FACTOR,SECOND_AUTHENTICATION_FACTOR from "SNOWFLAKE"."ACCOUNT_USAGE"."LOGIN_HISTORY";' > /tmp/snowflake-account-details.json

Habilite a integração do Snowflake com nri-flex

Para configurar a integração do Snowflake, siga estas etapas:

Crie um arquivo chamado nri-snowflake-config.yml no diretório integração:
bash
```
$touch /etc/newrelic-infra/integrations.d/nri-snowflake-config.yml
```
Adicione o trecho a seguir ao arquivo nri-snowflake-config.yml para permitir que o agente capture dados do Snowflake:
```
---
integrations:
```

name: nri-flex interval: 30s config: name: snowflakeAccountMetering apis:
- name: snowflakeAccountMetering file: /tmp/snowflake-account-metering.json
name: nri-flex interval: 30s config: name: snowflakeWarehouseLoadHistory apis:
- name: snowflakeWarehouseLoadHistory file: /tmp/snowflake-warehouse-load-history-metrics.json
name: nri-flex interval: 30s config: name: snowflakeWarehouseMetering apis:
- name: snowflakeWarehouseMetering file: /tmp/snowflake-warehouse-metering.json
name: nri-flex interval: 30s config: name: snowflakeTableStorage apis:
- name: snowflakeTableStorage file: /tmp/snowflake-table-storage-metrics.json
name: nri-flex interval: 30s config: name: snowflakeStageStorageUsage apis:
- name: snowflakeStageStorageUsage file: /tmp/snowflake-stage-storage-usage-history.json
name: nri-flex interval: 30s config: name: snowflakeReplicationUsgae apis:
- name: snowflakeReplicationUsgae file: /tmp/snowflake-replication-usage-history.json
name: nri-flex interval: 30s config: name: snowflakeQueryHistory apis:
- name: snowflakeQueryHistory file: /tmp/snowflake-query-history.json
name: nri-flex interval: 30s config: name: snowflakePipeUsage apis:
- name: snowflakePipeUsage file: /tmp/snowflake-pipe-usage.json
name: nri-flex interval: 30s config: name: snowflakeLongestQueries apis:
- name: snowflakeLongestQueries file: /tmp/snowflake-longest-queries.json
name: nri-flex interval: 30s config: name: snowflakeLoginFailure apis:
- name: snowflakeLoginFailure file: /tmp/snowflake-login-failures.json
name: nri-flex interval: 30s config: name: snowflakeDatabaseStorageUsage apis:
- name: snowflakeDatabaseStorageUsage file: /tmp/snowflake-database-storage-usage.json
name: nri-flex interval: 30s config: name: snowflakeDataTransferUsage apis:
- name: snowflakeDataTransferUsage file: /tmp/snowflake-data-transfer-usage.json
name: nri-flex interval: 30s config: name: snowflakeCreditUsageByWarehouse apis:
- name: snowflakeCreditUsageByWarehouse file: /tmp/snowflake-credit-usage-by-warehouse.json
name: nri-flex interval: 30s config: name: snowflakeAutomaticClustering apis:
- name: snowflakeAutomaticClustering file: /tmp/snowflake-automatic-clustering.json
name: nri-flex interval: 30s config: name: snowflakeStorageUsage apis:
- name: snowflakeStorageUsage file: /tmp/snowflake-storage-usage.json
name: nri-flex interval: 30s config: name: snowflakeAccountDetails apis:
- name: snowflakeAccountDetails file: /tmp/snowflake-account-details.json

Reinicie o agente do New Relic Infrastructure

Reinicie seu agente de infraestrutura.

bash

$sudo systemctl restart newrelic-infra.service

Em alguns minutos, seu aplicativo enviará métricas para one.newrelic.com.

Encontre seus dados

Você pode escolher nosso modelo dashboard pré-construído chamado Snowflake para monitor seu aplicativo métrica Snowflake. Siga estas etapas para usar nosso modelo dashboard pré-construído:

De one.newrelic.com, vá para a página + Add data .
Clique em Dashboards.
Na barra de pesquisa, digite Snowflake.
O dashboard do Snowflake deve aparecer. Clique nele para instalá-lo
Seu dashboard Snowflake é considerado um painel personalizado e pode ser encontrado na interface Dashboards. Para obter documentos sobre como usar e editar o painel, consulte nossos documentos dashboard .
Aqui está uma consulta NRQL para verificar a métrica do Snowflake:
```
SELECT * from snowflakeAccountSample
```

Qual é o próximo?

Para saber mais sobre como construir uma consulta NRQL e gerar um painel, confira estes documentos:

Introdução ao criador de consulta para criação de consultas básicas e avançadas.
Introdução aos dashboards para personalizar seu dashboard e realizar diversas ações.
Gerencie seu dashboard para ajustar o modo de exibição dos painéis ou para adicionar mais conteúdo ao seu dashboard.