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","type":"text"},{"text":"visit our page","type":"text","marks":[{"type":"link","attrs":{"href":"/wiki/spaces/latest/pages/238715129"}}]},{"text":".","type":"text"}]},{"type":"paragraph","content":[{"type":"inlineExtension","attrs":{"extensionType":"com.atlassian.confluence.macro.core","extensionKey":"anchor","parameters":{"macroParams":{"":{"value":"vendorsetup"}},"macroMetadata":{"macroId":{"value":"2141db991415cf83378429c9e411f79c"},"schemaVersion":{"value":"1"},"title":"Anchor"}},"localId":"57a2a136-3066-40bd-98b9-7743159bdec4"}}]},{"type":"heading","attrs":{"level":2},"content":[{"text":"Vendor setup","type":"text"}]},{"type":"paragraph","content":[{"text":"There are some requirements to set up the collector. You need to get a username, password, and account identifier from Snowflake.","type":"text"}]},{"type":"orderedList","attrs":{"order":1},"content":[{"type":"listItem","content":[{"type":"paragraph","content":[{"text":"User your username and password that you used when creating a Snowflake account.","type":"text"}]}]},{"type":"listItem","content":[{"type":"paragraph","content":[{"text":"Get your account identifier in your instance. 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For example, ","type":"text"},{"text":"https://.snowflakecomputing.com/api.","type":"text","marks":[{"type":"strong"}]},{"text":" ","type":"text"}]},{"type":"paragraph","content":[{"text":"If you are not able to find the account identifier, then click on the bottom left account icon, and copy the URL as shown below.","type":"text"}]}]}]},{"type":"tableRow","content":[{"type":"tableCell","attrs":{"colspan":1,"rowspan":1,"colwidth":[155.0]},"content":[{"type":"paragraph","content":[{"text":"warehouse","type":"text","marks":[{"type":"code"}]}]}]},{"type":"tableCell","attrs":{"colspan":1,"rowspan":1,"colwidth":[563.0]},"content":[{"type":"paragraph","content":[{"text":"The selected warehouse to compute and generate data.","type":"text"}]}]}]}]},{"type":"panel","attrs":{"panelType":"info"},"content":[{"type":"paragraph","content":[{"text":"See the ","type":"text"},{"text":"Accepted authentication methods","type":"text","marks":[{"type":"strong"}]},{"text":" section to verify what settings 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the collector","type":"text"}]},{"type":"paragraph","content":[{"text":"Once the data source is configured, you can send us the required information if you want us to host and manage the collector for you (","type":"text"},{"text":"Cloud collector","type":"text","marks":[{"type":"underline"}]},{"text":"), or deploy and host the collector in your own machine using a Docker image (","type":"text"},{"text":"On-premise collector","type":"text","marks":[{"type":"underline"}]},{"text":").","type":"text"}]},{"type":"bodiedExtension","attrs":{"layout":"default","extensionType":"com.atlassian.confluence.macro.core","extensionKey":"rw-ui-tabs-macro","parameters":{"macroParams":{},"macroMetadata":{"macroId":{"value":"6a805bc0-abf6-4d98-987c-6a9164c77642"},"schemaVersion":{"value":"1"},"placeholder":[{"type":"icon","data":{"url":"https://d1bgdtsfe1sjdg.cloudfront.net/refinedtheme-for-cloud/macro-icons/tabs.png"}}],"title":"UI 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The following sections explain how to prepare all the required setup for having the data collector running.","type":"text"}]},{"type":"heading","attrs":{"level":3},"content":[{"text":"Structure","type":"text"}]},{"type":"paragraph","content":[{"text":"The following directory structure should be created for being used when running the collector:","type":"text"}]},{"type":"codeBlock","content":[{"text":"\n└── devo-collectors/\n └── /\n ├── certs/\n │ ├── chain.crt\n │ ├── .key\n │ └── .crt\n ├── state/\n └── config/ \n └── config.yaml ","type":"text"}]},{"type":"panel","attrs":{"panelType":"warning"},"content":[{"type":"paragraph","content":[{"text":"Replace ","type":"text"},{"text":"","type":"text","marks":[{"type":"code"}]},{"text":" with the proper value.","type":"text"}]}]},{"type":"heading","attrs":{"level":3},"content":[{"text":"Devo credentials","type":"text"}]},{"type":"paragraph","content":[{"text":"In Devo, go to ","type":"text"},{"text":"Administration → Credentials → X.509 Certificates","type":"text","marks":[{"type":"strong"}]},{"text":", download the ","type":"text"},{"text":"Certificate","type":"text","marks":[{"type":"strong"}]},{"text":", ","type":"text"},{"text":"Private key","type":"text","marks":[{"type":"strong"}]},{"text":" and ","type":"text"},{"text":"Chain CA","type":"text","marks":[{"type":"strong"}]},{"text":" and save them in ","type":"text"},{"text":"/certs/","type":"text","marks":[{"type":"code"}]},{"text":". Learn more about security credentials in Devo ","type":"text"},{"text":"here","type":"text","marks":[{"type":"link","attrs":{"href":"#"}}]},{"text":".","type":"text"}]},{"type":"mediaSingle","attrs":{"layout":"center"},"content":[{"type":"media","attrs":{"width":1822,"id":"517097d7-68d1-490f-80a4-b0d10fd56067","collection":"contentId-313862734","type":"file","height":471}}]},{"type":"panel","attrs":{"panelType":"warning"},"content":[{"type":"paragraph","content":[{"text":"Replace ","type":"text"},{"text":"","type":"text","marks":[{"type":"code"}]},{"text":" with the proper value.","type":"text"}]}]},{"type":"heading","attrs":{"level":3},"content":[{"text":"Editing the config.yaml file","type":"text"}]},{"type":"codeBlock","content":[{"text":"globals:\n debug: false\n id: \"\"\n name: \"\"\n persistence:\n type: filesystem\n config:\n directory_name: state\noutputs:\n devo_us_1:\n type: devo_platform\n config:\n address: \"\"\n port: 443\n type: SSL\n chain: \"\"\n cert: \"\"\n key: \"\"\ninputs:\n snowflake:\n id: \"\"\n enabled: \n warehouse: \"\"\n pager: \n credentials:\n username: \"\"\n password: \"\"\n account_identifier: \"\"\n services:\n access_history:\n historic_date_utc: \"\"\n request_period_in_seconds: \n login_history:\n historic_date_utc: \"\"\n request_period_in_seconds: \n sessions:\n historic_date_utc: \"\"\n request_period_in_seconds: \n custom_sql:\n types:\n - custom_db\n request_period_in_seconds: \n sql_query: \"\"\n database: \"\"\n schema: \"\"\n role: \"\"","type":"text"}]},{"type":"panel","attrs":{"panelType":"info"},"content":[{"type":"paragraph","content":[{"text":"All defined service entities will be executed by the collector. If you do not want to run any of them, just remove the entity from the ","type":"text"},{"text":"services","type":"text","marks":[{"type":"code"}]},{"text":" object.","type":"text"}]}]},{"type":"paragraph","content":[{"text":"Replace the placeholders with your required values following the description table below:","type":"text"}]},{"type":"paragraph"},{"type":"table","attrs":{"layout":"default","localId":"39ba6557-6a13-49ff-8baa-6b74defe4d30"},"content":[{"type":"tableRow","content":[{"type":"tableCell","attrs":{"colspan":1,"background":"#f4f5f7","rowspan":1,"colwidth":[172.0]},"content":[{"type":"paragraph","content":[{"text":"Parameter","type":"text","marks":[{"type":"strong"}]}]}]},{"type":"tableCell","attrs":{"colspan":1,"background":"#f4f5f7","rowspan":1,"colwidth":[82.0]},"content":[{"type":"paragraph","content":[{"text":"Data 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Download the Docker image of the collector as a .tgz file by clicking the link in the following table:","type":"text"}]},{"type":"table","attrs":{"layout":"default","localId":"94785be3-54fc-4266-9d73-deee265f1451"},"content":[{"type":"tableRow","content":[{"type":"tableHeader","attrs":{"colspan":1,"rowspan":1,"colwidth":[340.0]},"content":[{"type":"paragraph","content":[{"text":"Collector Docker image","type":"text","marks":[{"type":"strong"}]}]}]},{"type":"tableHeader","attrs":{"colspan":1,"rowspan":1,"colwidth":[340.0]},"content":[{"type":"paragraph","content":[{"text":"SHA-256 hash","type":"text","marks":[{"type":"strong"}]}]}]}]},{"type":"tableRow","content":[{"type":"tableCell","attrs":{"colspan":1,"rowspan":1,"colwidth":[340.0]},"content":[{"type":"paragraph","content":[{"text":"collector-snowflake_if-docker-image-1.0.0.tgz","type":"text","marks":[{"type":"link","attrs":{"href":"https://drive.google.com/uc?export=download&id=1rbHX8T9Qvp9_JCI16Z5Y4L4W069uFKX2"}}]}]}]},{"type":"tableCell","attrs":{"colspan":1,"rowspan":1,"colwidth":[340.0]},"content":[{"type":"paragraph","content":[{"text":"6a93b8cf7a43387ba5a1529e6c6251e7f064835d7d11cedd6581af2a86c7fa33","type":"text","marks":[{"type":"code"}]}]}]}]}]},{"type":"paragraph","content":[{"text":"Use the following command to add the Docker image to the system:","type":"text"}]},{"type":"codeBlock","content":[{"text":"gunzip -c -.tgz | docker load","type":"text"}]},{"type":"panel","attrs":{"panelType":"warning"},"content":[{"type":"paragraph","content":[{"text":"Once the Docker image is imported, it will show the real name of the Docker image (including version info). Replace ","type":"text"},{"text":"","type":"text","marks":[{"type":"code"}]},{"text":" and ","type":"text"},{"text":"","type":"text","marks":[{"type":"code"}]},{"text":" with a proper value.","type":"text"}]}]},{"type":"paragraph","content":[{"text":"The Docker image can be deployed on the following services:","type":"text"}]},{"type":"heading","attrs":{"level":4},"content":[{"text":"Docker","type":"text"}]},{"type":"paragraph","content":[{"text":"Execute the following command on the root directory ","type":"text"},{"text":"/devo-collectors//","type":"text","marks":[{"type":"code"}]}]},{"type":"codeBlock","content":[{"text":"docker run \n--name collector- \n--volume $PWD/certs:/devo-collector/certs \n--volume $PWD/config:/devo-collector/config \n--volume $PWD/state:/devo-collector/state \n--env CONFIG_FILE=config.yaml \n--rm \n--interactive \n--tty \n:","type":"text"}]},{"type":"panel","attrs":{"panelType":"warning"},"content":[{"type":"paragraph","content":[{"text":"Replace ","type":"text"},{"text":"","type":"text","marks":[{"type":"code"}]},{"text":", ","type":"text"},{"text":"","type":"text","marks":[{"type":"code"}]},{"text":" and ","type":"text"},{"text":"","type":"text","marks":[{"type":"code"}]},{"text":" with the proper values.","type":"text"}]}]},{"type":"heading","attrs":{"level":4},"content":[{"text":"Docker Compose","type":"text"}]},{"type":"paragraph","content":[{"text":"The following Docker Compose file can be used to execute the Docker container. It must be created in the ","type":"text"},{"text":"/devo-collectors//","type":"text","marks":[{"type":"code"}]},{"text":" directory.","type":"text"}]},{"type":"codeBlock","content":[{"text":"version: '3'\nservices:\n collector-:\n image: :${IMAGE_VERSION:-latest}\n container_name: collector-\n volumes:\n - ./certs:/devo-collector/certs\n - ./config:/devo-collector/config\n - ./credentials:/devo-collector/credentials\n - ./state:/devo-collector/state\n environment:\n - CONFIG_FILE=${CONFIG_FILE:-config.yaml}","type":"text"}]},{"type":"paragraph","content":[{"text":"To run the container using docker-compose, execute the following command from the ","type":"text"},{"text":"/devo-collectors//","type":"text","marks":[{"type":"code"}]},{"text":" directory:","type":"text"}]},{"type":"codeBlock","content":[{"text":"IMAGE_VERSION= docker-compose up -d","type":"text"}]},{"type":"panel","attrs":{"panelType":"warning"},"content":[{"type":"paragraph","content":[{"text":"Replace ","type":"text"},{"text":"","type":"text","marks":[{"type":"code"}]},{"text":", ","type":"text"},{"text":"","type":"text","marks":[{"type":"code"}]},{"text":" and ","type":"text"},{"text":"","type":"text","marks":[{"type":"code"}]},{"text":" with the proper values.","type":"text"}]}]},{"type":"extension","attrs":{"layout":"default","extensionType":"com.atlassian.confluence.macro.core","extensionKey":"rw-tab","parameters":{"macroParams":{"title":{"value":"Cloud collector"}},"macroMetadata":{"macroId":{"value":"2825992cb366f7c43cdf1373692654dc"},"schemaVersion":{"value":"1"},"placeholder":[{"type":"icon","data":{"url":"https://d1bgdtsfe1sjdg.cloudfront.net/refinedtheme-for-cloud/macro-icons/tab.png"}}],"title":"UI Tab"}},"localId":"cf7c81ae-d663-487c-926c-36ddefa0944f"}},{"type":"paragraph","content":[{"text":"We use a piece of software called Collector Server to host and manage all our available collectors. If you want us to host this collector for you, ","type":"text"},{"text":"get in touch with us","type":"text","marks":[{"type":"link","attrs":{"href":"mailto:support@devo.com"}}]},{"text":" and we will guide you through the configuration.","type":"text"}]}]},{"type":"heading","attrs":{"level":2},"content":[{"text":"Collector services detail","type":"text"}]},{"type":"paragraph","content":[{"text":"This section is intended to explain how to proceed with specific actions for services.","type":"text"}]},{"type":"heading","attrs":{"level":3},"content":[{"text":"Access history","type":"text"}]},{"type":"paragraph","content":[{"text":"Access History in Snowflake refers to when the user query reads column data and when the SQL statement performs a data write operation, such as Insert, Update, and Delete, from the source data object to the target data object. The user access history can be found by querying the Account Usage Access_history view.","type":"text"}]},{"type":"paragraph","content":[{"text":"Each row in the Access_history view contains a single record per SQL statement. The record describes the columns the query accessed directly and indirectly (for example, the underlying tables that the data for the query comes from). These records facilitate regulatory compliance auditing and provide insights on popular and frequently accessed tables and columns since there is a direct link between the user (for example, query operator), the query, the table or view, the column, and the data.","type":"text"}]},{"type":"heading","attrs":{"level":4},"content":[{"text":"Devo categorization and destination","type":"text"}]},{"type":"paragraph","content":[{"text":"All events of this service are ingested into the table ","type":"text"},{"text":"db.snowflake.history.access","type":"text","marks":[{"type":"code"}]}]},{"type":"expand","attrs":{"title":"Verify data collection"},"content":[{"type":"paragraph","content":[{"text":"Once the collector has been launched, it is important to check if the ingestion is performed in a proper way. To do so, go to the collector’s logs console.","type":"text"}]},{"type":"paragraph","content":[{"text":"This service has the following components:","type":"text"}]},{"type":"table","attrs":{"layout":"default","localId":"0fc14022-ade5-4eae-ba9b-eaa9749ea4a9"},"content":[{"type":"tableRow","content":[{"type":"tableHeader","attrs":{"colspan":1,"background":"var(--ds-background-neutral, #F4F5F7)","rowspan":1,"colwidth":[340.0]},"content":[{"type":"paragraph","content":[{"text":"Component","type":"text","marks":[{"type":"strong"}]}]}]},{"type":"tableHeader","attrs":{"colspan":1,"background":"var(--ds-background-neutral, #F4F5F7)","rowspan":1,"colwidth":[340.0]},"content":[{"type":"paragraph","content":[{"text":"Description","type":"text","marks":[{"type":"strong"}]}]}]}]},{"type":"tableRow","content":[{"type":"tableCell","attrs":{"colspan":1,"rowspan":1,"colwidth":[340.0]},"content":[{"type":"paragraph","content":[{"text":"Setup","type":"text"}]}]},{"type":"tableCell","attrs":{"colspan":1,"rowspan":1,"colwidth":[340.0]},"content":[{"type":"paragraph","content":[{"text":"The setup module is in charge of authenticating the service and managing the token expiration when needed.","type":"text"}]}]}]},{"type":"tableRow","content":[{"type":"tableCell","attrs":{"colspan":1,"rowspan":1,"colwidth":[340.0]},"content":[{"type":"paragraph","content":[{"text":"Puller","type":"text"}]}]},{"type":"tableCell","attrs":{"colspan":1,"rowspan":1,"colwidth":[340.0]},"content":[{"type":"paragraph","content":[{"text":"The setup module is in charge of pulling the data in a organized way and delivering the events via SDK.","type":"text"}]}]}]}]},{"type":"heading","attrs":{"level":4},"content":[{"text":"Setup output","type":"text"}]},{"type":"paragraph","content":[{"text":"A successful run has the following output messages for the setup module:","type":"text"}]},{"type":"codeBlock","content":[{"text":"INFO\tInputProcess::SnowflakeDataPullerSetup(example_collector,snowflake#abc123,access_history#predefined,all) -> Starting the execution of setup()\nINFO\tInputProcess::SnowflakeDataPullerSetup(example_collector,snowflake#abc123,access_history#predefined,all) -> Establishing Snowflake connection using provided username/password/account_identifier. \nINFO\tInputProcess::SnowflakeDataPullerSetup(example_collector,snowflake#abc123,access_history#predefined,all) -> Snowflake Connector for Python Version: 2.9.0, Python Version: 3.9.12, Platform: Linux-5.14.0-1055-oem-x86_64-with-glibc2.31\nINFO\tInputProcess::SnowflakeDataPullerSetup(example_collector,snowflake#abc123,access_history#predefined,all) -> This connection is in OCSP Fail Open Mode. TLS Certificates would be checked for validity and revocation status. Any other Certificate Revocation related exceptions or OCSP Responder failures would be disregarded in favor of connectivity.\nINFO \tInputProcess::SnowflakeDataPullerSetup(example_collector,snowflake#abc123,access_history#predefined,all) -> Setting use_openssl_only mode to False\nINFO\tInputProcess::SnowflakeDataPullerSetup(example_collector,snowflake#abc123,access_history#predefined,all) -> Setup for module has been successfully executed","type":"text"}]},{"type":"heading","attrs":{"level":4},"content":[{"text":"Puller output","type":"text"}]},{"type":"paragraph","content":[{"text":"A successful initial run has the following output messages for the puller module:","type":"text"}]},{"type":"panel","attrs":{"panelType":"info"},"content":[{"type":"paragraph","content":[{"text":"Note that the ","type":"text"},{"text":"PrePull","type":"text","marks":[{"type":"code"}]},{"text":" action is executed only one time before the first run of the ","type":"text"},{"text":"Pull","type":"text","marks":[{"type":"code"}]},{"text":" action.","type":"text"}]}]},{"type":"codeBlock","content":[{"text":"INFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,access_history,predefined,all) -> SnowflakeDataPuller(snowflake,abc123,access_history,predefined,all) Starting the execution of pre_pull()\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,access_history,predefined,all) -> Reading persisted data\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,access_history,predefined,all) -> Data retrieved from the persistence: {'last_polled_timestamp': '2023-01-11T15:18:51.644000Z', 'retrieving_ts': '2022-12-29T12:54:33.224Z', 'historic_date_utc': '2023-01-10T00:00:00.001000Z', 'ids_with_same_timestamp': ['xxx'], '@persistence_version': 1}\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,access_history,predefined,all) -> Running the persistence upgrade steps\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,access_history,predefined,all) -> Running the persistence corrections steps\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,access_history,predefined,all) -> Running the persistence corrections steps\nWARNING\tInputProcess::SnowflakeDataPuller(snowflake,abc123,access_history,predefined,all) -> Some changes have been detected and the persistence needs to be updated. Previous content: {'last_polled_timestamp': '2023-01-11T15:18:51.644000Z', 'retrieving_ts': '2022-12-29T12:54:33.224Z', 'historic_date_utc': '2023-01-10T00:00:00.001000Z', 'ids_with_same_timestamp': ['01a99496-0000-dffe-0000-cb3100010052'], '@persistence_version': 1}. New content: {'last_polled_timestamp': '2023-01-10T00:00:00.000000Z', 'retrieving_ts': '2022-12-29T12:54:33.224Z', 'historic_date_utc': '2023-01-10T00:00:00.000000Z', 'ids_with_same_timestamp': [], '@persistence_version': 1}\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,access_history,predefined,all) -> Updating the persistence\nWARNING\tInputProcess::SnowflakeDataPuller(snowflake,abc123,access_history,predefined,all) -> Persistence has been updated successfully\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,access_history,predefined,all) -> SnowflakeDataPuller(snowflake,abc123,access_history,predefined,all) Finalizing the execution of pre_pull()\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,access_history,predefined,all) -> Starting data collection every 600 seconds\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,access_history,predefined,all) -> Pull Started\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,access_history,predefined,all) -> query: [USE ROLE ACCOUNTADMIN]\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,access_history,predefined,all) -> query execution done\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,access_history,predefined,all) -> Number of results in first chunk: 1\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,access_history,predefined,all) -> query: [USE SNOWFLAKE]\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,access_history,predefined,all) -> query execution done\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,access_history,predefined,all) -> Number of results in first chunk: 1\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,access_history,predefined,all) -> query: [USE SCHEMA ACCOUNT_USAGE]\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,access_history,predefined,all) -> query execution done\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,access_history,predefined,all) -> Number of results in first chunk: 1\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,access_history,predefined,all) -> query: [ALTER WAREHOUSE IF EXISTS COMPUTE_WH RESUME IF SUSPENDED]\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,access_history,predefined,all) -> query execution done\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,access_history,predefined,all) -> Number of results in first chunk: 1\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,access_history,predefined,all) -> query: [USE WAREHOUSE COMPUTE_WH]\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,access_history,predefined,all) -> query execution done\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,access_history,predefined,all) -> Number of results in first chunk: 1\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,access_history,predefined,all) -> query: [alter session set timezone = 'UTC']\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,access_history,predefined,all) -> query execution done\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,access_history,predefined,all) -> Number of results in first chunk: 1\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,access_history,predefined,all) -> query: [SELECT * FROM access_history WHERE QUERY_START_TIME >= ? ORDER BY QUERY_START_TI...]\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,access_history,predefined,all) -> query execution done\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,access_history,predefined,all) -> Number of results in first chunk: 7\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,access_history,predefined,all) -> Removing the duplicate detections if present...\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,access_history,predefined,all) -> Statistics for this pull cycle (@devo_pulling_id=1673453142259):Number of requests made: 1; Number of events received: 7; Number of duplicated events filtered out: 0; Number of events generated and sent: 7; Average of events per second: 1.573.\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,access_history,predefined,all) -> query: [USE ROLE ACCOUNTADMIN]\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,access_history,predefined,all) -> query execution done\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,access_history,predefined,all) -> Number of results in first chunk: 1\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,access_history,predefined,all) -> query: [USE SNOWFLAKE]\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,access_history,predefined,all) -> query execution done\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,access_history,predefined,all) -> Number of results in first chunk: 1\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,access_history,predefined,all) -> query: [USE SCHEMA ACCOUNT_USAGE]\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,access_history,predefined,all) -> query execution done\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,access_history,predefined,all) -> Number of results in first chunk: 1\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,access_history,predefined,all) -> query: [ALTER WAREHOUSE IF EXISTS COMPUTE_WH RESUME IF SUSPENDED]\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,access_history,predefined,all) -> query execution done\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,access_history,predefined,all) -> Number of results in first chunk: 1\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,access_history,predefined,all) -> query: [USE WAREHOUSE COMPUTE_WH]\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,access_history,predefined,all) -> query execution done\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,access_history,predefined,all) -> Number of results in first chunk: 1\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,access_history,predefined,all) -> query: [alter session set timezone = 'UTC']\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,access_history,predefined,all) -> query execution done\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,access_history,predefined,all) -> Number of results in first chunk: 1\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,access_history,predefined,all) -> query: [SELECT * FROM access_history WHERE QUERY_START_TIME >= ? ORDER BY QUERY_START_TI...]\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,access_history,predefined,all) -> query execution done\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,access_history,predefined,all) -> Number of results in first chunk: 1\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,access_history,predefined,all) -> Removing the duplicate detections if present...\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,access_history,predefined,all) -> Statistics for this pull cycle (@devo_pulling_id=1673453142259):Number of requests made: 1; Number of events received: 1; Number of duplicated events filtered out: 1; Number of events generated and sent: 0; Average of events per second: 0.000.\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,access_history,predefined,all) -> The data is up to date!\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,access_history,predefined,all) -> Data collection completed. Elapsed time: 6.277 seconds. Waiting for 593.723 second(s) until the next one","type":"text"}]},{"type":"paragraph","content":[{"text":"After a successful collector’s execution (that is, no error logs found), you will see the following log message:","type":"text"}]},{"type":"codeBlock","content":[{"text":"INFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,access_history,predefined,all) -> Statistics for this pull cycle (@devo_pulling_id=1673453142259):Number of requests made: 1; Number of events received: 1; Number of duplicated events filtered out: 1; Number of events generated and sent: 0; Average of events per second: 0.000.","type":"text"}]},{"type":"panel","attrs":{"panelType":"info"},"content":[{"type":"paragraph","content":[{"text":"The value ","type":"text"},{"text":"@devo_pulling_id","type":"text","marks":[{"type":"code"}]},{"text":" is injected in each event to group all events ingested by the same pull action. You can use it to get the exact events downloaded in that ","type":"text"},{"text":"Pull","type":"text","marks":[{"type":"code"}]},{"text":" action in Devo’s search window.","type":"text"}]}]},{"type":"panel","attrs":{"panelType":"info"},"content":[{"type":"paragraph","content":[{"text":"Note that a ","type":"text"},{"text":"Partial","type":"text","marks":[{"type":"code"}]},{"text":" Statistics Report will be displayed after download a page when the pagination is required to pull all available events. Look for the report without the ","type":"text"},{"text":"Partial","type":"text","marks":[{"type":"code"}]},{"text":" reference.","type":"text"}]},{"type":"paragraph","content":[{"text":"(Partial) Statistics for this pull cycle (@devo_pulling_id=1656602793.044179) so far: Number of requests made: 2; Number of events received: 45; Number of duplicated events filtered out: 0; Number of events generated and sent: 40.","type":"text","marks":[{"type":"code"}]}]}]}]},{"type":"expand","attrs":{"title":"Restart the persistence"},"content":[{"type":"paragraph","content":[{"text":"This collector uses persistent storage to download events in an orderly fashion and avoid duplicates. In case you want to re-ingest historical data or recreate the persistence, you can restart the persistence of this collector by following these steps:","type":"text"}]},{"type":"orderedList","attrs":{"order":1},"content":[{"type":"listItem","content":[{"type":"paragraph","content":[{"text":"Edit the configuration file.","type":"text"}]}]},{"type":"listItem","content":[{"type":"paragraph","content":[{"text":"Change the value of the ","type":"text"},{"text":"historical_date_utc","type":"text","marks":[{"type":"code"}]},{"text":" parameter to a different one.","type":"text"}]}]},{"type":"listItem","content":[{"type":"paragraph","content":[{"text":"Save the changes.","type":"text"}]}]},{"type":"listItem","content":[{"type":"paragraph","content":[{"text":"Restart the collector.","type":"text"}]}]}]},{"type":"paragraph","content":[{"text":"The collector will detect this change and will restart the persistence using the parameters of the configuration file or the default configuration in case it has not been provided.","type":"text"}]},{"type":"panel","attrs":{"panelType":"warning"},"content":[{"type":"paragraph","content":[{"text":"Note that this action clears the persistence and cannot be recovered in any way. Resetting persistence could result in duplicate or lost events.","type":"text"}]}]}]},{"type":"heading","attrs":{"level":3},"content":[{"text":"Login history","type":"text"}]},{"type":"paragraph","content":[{"text":"The Login_history family of table functions can be used to query login attempts by Snowflake users along various dimensions. This service covers Login_history, which returns login events within a specified time range.","type":"text"}]},{"type":"heading","attrs":{"level":4},"content":[{"text":"Devo categorization and destination","type":"text"}]},{"type":"paragraph","content":[{"text":"All events of this service are ingested into the table ","type":"text"},{"text":"db.snowflake.history.login","type":"text","marks":[{"type":"code"}]}]},{"type":"expand","attrs":{"title":"Verify data collection"},"content":[{"type":"paragraph","content":[{"text":"Once the collector has been launched, it is important to check if the ingestion is performed in a proper way. To do so, go to the collector’s logs console.","type":"text"}]},{"type":"paragraph","content":[{"text":"This service has the following components:","type":"text"}]},{"type":"table","attrs":{"layout":"default","localId":"f806f4ea-cf9d-45d2-bc85-9cdf212a59a6"},"content":[{"type":"tableRow","content":[{"type":"tableHeader","attrs":{"colspan":1,"background":"var(--ds-background-neutral, #F4F5F7)","rowspan":1,"colwidth":[379.0]},"content":[{"type":"paragraph","content":[{"text":"Component","type":"text","marks":[{"type":"strong"}]}]}]},{"type":"tableHeader","attrs":{"colspan":1,"background":"var(--ds-background-neutral, #F4F5F7)","rowspan":1,"colwidth":[379.0]},"content":[{"type":"paragraph","content":[{"text":"Description","type":"text","marks":[{"type":"strong"}]}]}]}]},{"type":"tableRow","content":[{"type":"tableCell","attrs":{"colspan":1,"rowspan":1,"colwidth":[379.0]},"content":[{"type":"paragraph","content":[{"text":"Setup","type":"text"}]}]},{"type":"tableCell","attrs":{"colspan":1,"rowspan":1,"colwidth":[379.0]},"content":[{"type":"paragraph","content":[{"text":"The setup module is in charge of authenticating the service and managing the token expiration when needed.","type":"text"}]}]}]},{"type":"tableRow","content":[{"type":"tableCell","attrs":{"colspan":1,"rowspan":1,"colwidth":[379.0]},"content":[{"type":"paragraph","content":[{"text":"Puller","type":"text"}]}]},{"type":"tableCell","attrs":{"colspan":1,"rowspan":1,"colwidth":[379.0]},"content":[{"type":"paragraph","content":[{"text":"The setup module is in charge of pulling the data in a organized way and delivering the events via SDK.","type":"text"}]}]}]}]},{"type":"heading","attrs":{"level":4},"content":[{"text":"Setup output","type":"text"}]},{"type":"paragraph","content":[{"text":"A successful run has the following output messages for the setup module:","type":"text"}]},{"type":"codeBlock","content":[{"text":"INFO\tInputProcess::SnowflakeDataPullerSetup(example_collector,snowflake#abc123,login_history#predefined,all) -> Starting the execution of setup()\nINFO\tInputProcess::SnowflakeDataPullerSetup(example_collector,snowflake#abc123,login_history#predefined,all) -> Establishing Snowflake connection using provided username/password/account_identifier. \nINFO\tInputProcess::SnowflakeDataPullerSetup(example_collector,snowflake#abc123,login_history#predefined,all) -> Snowflake Connector for Python Version: 2.9.0, Python Version: 3.9.12, Platform: Linux-5.14.0-1055-oem-x86_64-with-glibc2.31\nINFO\tInputProcess::SnowflakeDataPullerSetup(example_collector,snowflake#abc123,login_history#predefined,all) -> This connection is in OCSP Fail Open Mode. TLS Certificates would be checked for validity and revocation status. Any other Certificate Revocation related exceptions or OCSP Responder failures would be disregarded in favor of connectivity.\nINFO \tInputProcess::SnowflakeDataPullerSetup(example_collector,snowflake#abc123,login_history#predefined,all) -> Setting use_openssl_only mode to False\nINFO\tInputProcess::SnowflakeDataPullerSetup(example_collector,snowflake#abc123,login_history#predefined,all) -> Setup for module has been successfully executed","type":"text"}]},{"type":"heading","attrs":{"level":4},"content":[{"text":"Puller output","type":"text"}]},{"type":"paragraph","content":[{"text":"A successful initial run has the following output messages for the puller module:","type":"text"}]},{"type":"panel","attrs":{"panelType":"info"},"content":[{"type":"paragraph","content":[{"text":"Note that the ","type":"text"},{"text":"PrePull","type":"text","marks":[{"type":"code"}]},{"text":" action is executed only one time before the first run of the ","type":"text"},{"text":"Pull","type":"text","marks":[{"type":"code"}]},{"text":" action.","type":"text"}]}]},{"type":"codeBlock","content":[{"text":"INFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,login_history,predefined,all) -> SnowflakeDataPuller(snowflake,abc123,login_history,predefined,all) Starting the execution of pre_pull()\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,login_history,predefined,all) -> Reading persisted data\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,login_history,predefined,all) -> Data retrieved from the persistence: None\nWARNING\tInputProcess::SnowflakeDataPuller(snowflake,abc123,login_history,predefined,all) -> Persistence will be overridden due to the \nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,login_history,predefined,all) -> Running the persistence upgrade steps\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,login_history,predefined,all) -> Running the persistence corrections steps\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,login_history,predefined,all) -> Running the persistence corrections steps\nWARNING\tInputProcess::SnowflakeDataPuller(snowflake,abc123,login_history,predefined,all) -> Some changes have been detected and the persistence needs to be updated. Previous content: None. New content: {'last_polled_timestamp': '2023-01-10T00:00:00.000Z', 'retrieving_ts': '2023-01-11T16:15:03.919Z', 'historic_date_utc': '2023-01-10T00:00:00.000000Z', 'ids_with_same_timestamp': []}\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,login_history,predefined,all) -> Updating the persistence\nWARNING\tInputProcess::SnowflakeDataPuller(snowflake,abc123,login_history,predefined,all) -> Persistence has been updated successfully\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,login_history,predefined,all) -> SnowflakeDataPuller(snowflake,abc123,login_history,predefined,all) Finalizing the execution of pre_pull()\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,login_history,predefined,all) -> Starting data collection every 600 seconds\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,login_history,predefined,all) -> Pull Started\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,login_history,predefined,all) -> query: [USE ROLE ACCOUNTADMIN]\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,login_history,predefined,all) -> query execution done\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,login_history,predefined,all) -> Number of results in first chunk: 1\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,login_history,predefined,all) -> query: [USE SNOWFLAKE]\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,login_history,predefined,all) -> query execution done\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,login_history,predefined,all) -> Number of results in first chunk: 1\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,login_history,predefined,all) -> query: [USE SCHEMA ACCOUNT_USAGE]\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,login_history,predefined,all) -> query execution done\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,login_history,predefined,all) -> Number of results in first chunk: 1\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,login_history,predefined,all) -> query: [ALTER WAREHOUSE IF EXISTS COMPUTE_WH RESUME IF SUSPENDED]\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,login_history,predefined,all) -> query execution done\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,login_history,predefined,all) -> Number of results in first chunk: 1\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,login_history,predefined,all) -> query: [USE WAREHOUSE COMPUTE_WH]\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,login_history,predefined,all) -> query execution done\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,login_history,predefined,all) -> Number of results in first chunk: 1\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,login_history,predefined,all) -> query: [alter session set timezone = 'UTC']\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,login_history,predefined,all) -> query execution done\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,login_history,predefined,all) -> Number of results in first chunk: 1\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,login_history,predefined,all) -> query: [SELECT * FROM login_history WHERE EVENT_TIMESTAMP >= ? ORDER BY EVENT_TIMESTAMP ...]\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,login_history,predefined,all) -> query execution done\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,login_history,predefined,all) -> Number of results in first chunk: 5\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,login_history,predefined,all) -> Removing the duplicate detections if present...\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,login_history,predefined,all) -> Statistics for this pull cycle (@devo_pulling_id=1673453703919):Number of requests made: 1; Number of events received: 5; Number of duplicated events filtered out: 0; Number of events generated and sent: 5; Average of events per second: 0.682.\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,login_history,predefined,all) -> query: [USE ROLE ACCOUNTADMIN]\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,login_history,predefined,all) -> query execution done\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,login_history,predefined,all) -> Number of results in first chunk: 1\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,login_history,predefined,all) -> query: [USE SNOWFLAKE]\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,login_history,predefined,all) -> query execution done\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,login_history,predefined,all) -> Number of results in first chunk: 1\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,login_history,predefined,all) -> query: [USE SCHEMA ACCOUNT_USAGE]\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,login_history,predefined,all) -> query execution done\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,login_history,predefined,all) -> Number of results in first chunk: 1\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,login_history,predefined,all) -> query: [ALTER WAREHOUSE IF EXISTS COMPUTE_WH RESUME IF SUSPENDED]\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,login_history,predefined,all) -> query execution done\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,login_history,predefined,all) -> Number of results in first chunk: 1\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,login_history,predefined,all) -> query: [USE WAREHOUSE COMPUTE_WH]\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,login_history,predefined,all) -> query execution done\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,login_history,predefined,all) -> Number of results in first chunk: 1\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,login_history,predefined,all) -> query: [alter session set timezone = 'UTC']\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,login_history,predefined,all) -> query execution done\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,login_history,predefined,all) -> Number of results in first chunk: 1\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,login_history,predefined,all) -> query: [SELECT * FROM login_history WHERE EVENT_TIMESTAMP >= ? ORDER BY EVENT_TIMESTAMP ...]\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,login_history,predefined,all) -> query execution done\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,login_history,predefined,all) -> Number of results in first chunk: 1\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,login_history,predefined,all) -> Removing the duplicate detections if present...\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,login_history,predefined,all) -> Statistics for this pull cycle (@devo_pulling_id=1673453703919):Number of requests made: 1; Number of events received: 1; Number of duplicated events filtered out: 1; Number of events generated and sent: 0; Average of events per second: 0.000.\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,login_history,predefined,all) -> The data is up to date!\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,login_history,predefined,all) -> Data collection completed. Elapsed time: 9.370 seconds. Waiting for 590.630 second(s) until the next one","type":"text"}]},{"type":"paragraph","content":[{"text":"After a successful collector’s execution (that is, no error logs found), you will see the following log message:","type":"text"}]},{"type":"codeBlock","content":[{"text":"INFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,login_history,predefined,all) -> Statistics for this pull cycle (@devo_pulling_id=1673453703919):Number of requests made: 1; Number of events received: 1; Number of duplicated events filtered out: 1; Number of events generated and sent: 0; Average of events per second: 0.000.","type":"text"}]},{"type":"panel","attrs":{"panelType":"info"},"content":[{"type":"paragraph","content":[{"text":"The value ","type":"text"},{"text":"@devo_pulling_id","type":"text","marks":[{"type":"code"}]},{"text":" is injected in each event to group all events ingested by the same pull action. You can use it to get the exact events downloaded in that ","type":"text"},{"text":"Pull","type":"text","marks":[{"type":"code"}]},{"text":" action in Devo’s search window.","type":"text"}]}]},{"type":"panel","attrs":{"panelType":"info"},"content":[{"type":"paragraph","content":[{"text":"Note that a ","type":"text"},{"text":"Partial","type":"text","marks":[{"type":"code"}]},{"text":" Statistics Report will be displayed after download a page when the pagination is required to pull all available events. Look for the report without the ","type":"text"},{"text":"Partial","type":"text","marks":[{"type":"code"}]},{"text":" reference.","type":"text"}]},{"type":"paragraph","content":[{"text":"(Partial) Statistics for this pull cycle (@devo_pulling_id=1656602793.044179) so far: Number of requests made: 2; Number of events received: 45; Number of duplicated events filtered out: 0; Number of events generated and sent: 40.","type":"text","marks":[{"type":"code"}]}]}]}]},{"type":"expand","attrs":{"title":"Restart the persistence"},"content":[{"type":"paragraph","content":[{"text":"This collector uses persistent storage to download events in an orderly fashion and avoid duplicates. In case you want to re-ingest historical data or recreate the persistence, you can restart the persistence of this collector by following these steps:","type":"text"}]},{"type":"orderedList","attrs":{"order":1},"content":[{"type":"listItem","content":[{"type":"paragraph","content":[{"text":"Edit the configuration file.","type":"text"}]}]},{"type":"listItem","content":[{"type":"paragraph","content":[{"text":"Change the value of the ","type":"text"},{"text":"historical_date_utc","type":"text","marks":[{"type":"code"}]},{"text":" parameter to a different one.","type":"text"}]}]},{"type":"listItem","content":[{"type":"paragraph","content":[{"text":"Save the changes.","type":"text"}]}]},{"type":"listItem","content":[{"type":"paragraph","content":[{"text":"Restart the collector.","type":"text"}]}]}]},{"type":"paragraph","content":[{"text":"The collector will detect this change and will restart the persistence using the parameters of the configuration file or the default configuration in case it has not been provided.","type":"text"}]},{"type":"panel","attrs":{"panelType":"warning"},"content":[{"type":"paragraph","content":[{"text":"Note that this action clears the persistence and cannot be recovered in any way. Resetting persistence could result in duplicate or lost events.","type":"text"}]}]}]},{"type":"heading","attrs":{"level":3},"content":[{"text":"Sessions","type":"text"}]},{"type":"paragraph","content":[{"text":"This service provides information on the session, including information on the authentication method to Snowflake and the Snowflake login event. Snowflake returns one row for each session created over the last year.","type":"text"}]},{"type":"heading","attrs":{"level":4},"content":[{"text":"Devo categorization and destination","type":"text"}]},{"type":"paragraph","content":[{"text":"All events of this service are ingested into the table ","type":"text"},{"text":"db.snowflake.history.session","type":"text","marks":[{"type":"code"}]}]},{"type":"expand","attrs":{"title":"Verify data collection"},"content":[{"type":"paragraph","content":[{"text":"Once the collector has been launched, it is important to check if the ingestion is performed in a proper way. To do so, go to the collector’s logs console.","type":"text"}]},{"type":"paragraph","content":[{"text":"This service has the following components:","type":"text"}]},{"type":"table","attrs":{"layout":"default","localId":"d4775be7-0957-4334-aac6-a8cfc8b5d775"},"content":[{"type":"tableRow","content":[{"type":"tableHeader","attrs":{"colspan":1,"background":"var(--ds-background-neutral, #F4F5F7)","rowspan":1,"colwidth":[379.0]},"content":[{"type":"paragraph","content":[{"text":"Component","type":"text","marks":[{"type":"strong"}]}]}]},{"type":"tableHeader","attrs":{"colspan":1,"background":"var(--ds-background-neutral, #F4F5F7)","rowspan":1,"colwidth":[379.0]},"content":[{"type":"paragraph","content":[{"text":"Description","type":"text","marks":[{"type":"strong"}]}]}]}]},{"type":"tableRow","content":[{"type":"tableCell","attrs":{"colspan":1,"rowspan":1,"colwidth":[379.0]},"content":[{"type":"paragraph","content":[{"text":"Setup","type":"text"}]}]},{"type":"tableCell","attrs":{"colspan":1,"rowspan":1,"colwidth":[379.0]},"content":[{"type":"paragraph","content":[{"text":"The setup module is in charge of authenticating the service and managing the token expiration when needed.","type":"text"}]}]}]},{"type":"tableRow","content":[{"type":"tableCell","attrs":{"colspan":1,"rowspan":1,"colwidth":[379.0]},"content":[{"type":"paragraph","content":[{"text":"Puller","type":"text"}]}]},{"type":"tableCell","attrs":{"colspan":1,"rowspan":1,"colwidth":[379.0]},"content":[{"type":"paragraph","content":[{"text":"The setup module is in charge of pulling the data in a organized way and delivering the events via SDK.","type":"text"}]}]}]}]},{"type":"heading","attrs":{"level":4},"content":[{"text":"Setup output","type":"text"}]},{"type":"paragraph","content":[{"text":"A successful run has the following output messages for the setup module:","type":"text"}]},{"type":"codeBlock","content":[{"text":"INFO\tInputProcess::SnowflakeDataPullerSetup(example_collector,snowflake#abc123,sessions#predefined,all) -> Starting the execution of setup()\nINFO\tInputProcess::SnowflakeDataPullerSetup(example_collector,snowflake#abc123,sessions#predefined,all) -> Establishing Snowflake connection using provided username/password/account_identifier. \nINFO\tInputProcess::SnowflakeDataPullerSetup(example_collector,snowflake#abc123,sessions#predefined,all) -> Snowflake Connector for Python Version: 2.9.0, Python Version: 3.9.12, Platform: Linux-5.14.0-1055-oem-x86_64-with-glibc2.31\nINFO\tInputProcess::SnowflakeDataPullerSetup(example_collector,snowflake#abc123,sessions#predefined,all) -> This connection is in OCSP Fail Open Mode. TLS Certificates would be checked for validity and revocation status. Any other Certificate Revocation related exceptions or OCSP Responder failures would be disregarded in favor of connectivity.\nINFO \tInputProcess::SnowflakeDataPullerSetup(example_collector,snowflake#abc123,sessions#predefined,all) -> Setting use_openssl_only mode to False\nINFO\tInputProcess::SnowflakeDataPullerSetup(example_collector,snowflake#abc123,sessions#predefined,all) -> Setup for module has been successfully executed","type":"text"}]},{"type":"heading","attrs":{"level":4},"content":[{"text":"Puller output","type":"text"}]},{"type":"paragraph","content":[{"text":"A successful initial run has the following output messages for the puller module:","type":"text"}]},{"type":"panel","attrs":{"panelType":"info"},"content":[{"type":"paragraph","content":[{"text":"Note that the ","type":"text"},{"text":"PrePull","type":"text","marks":[{"type":"code"}]},{"text":" action is executed only one time before the first run of the ","type":"text"},{"text":"Pull","type":"text","marks":[{"type":"code"}]},{"text":" action.","type":"text"}]}]},{"type":"codeBlock","content":[{"text":"INFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,sessions,predefined,all) -> SnowflakeDataPuller(snowflake,abc123,sessions,predefined,all) Starting the execution of pre_pull()\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,sessions,predefined,all) -> Reading persisted data\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,sessions,predefined,all) -> Data retrieved from the persistence: {'last_polled_timestamp': '2022-12-29T09:10:15.879000Z', 'retrieving_ts': '2023-01-11T16:22:32.051Z', 'historic_date_utc': '2022-12-12T12:00:00.000000Z', 'ids_with_same_timestamp': [xxx], '@persistence_version': 1}\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,sessions,predefined,all) -> Running the persistence upgrade steps\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,sessions,predefined,all) -> Running the persistence corrections steps\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,sessions,predefined,all) -> Running the persistence corrections steps\nWARNING\tInputProcess::SnowflakeDataPuller(snowflake,abc123,sessions,predefined,all) -> Some changes have been detected and the persistence needs to be updated. Previous content: {'last_polled_timestamp': '2022-12-29T09:10:15.879000Z', 'retrieving_ts': '2023-01-11T16:22:32.051Z', 'historic_date_utc': '2022-12-12T12:00:00.000000Z', 'ids_with_same_timestamp': [223411313901770], '@persistence_version': 1}. New content: {'last_polled_timestamp': '2023-01-10T00:00:00.000000Z', 'retrieving_ts': '2023-01-11T16:22:32.051Z', 'historic_date_utc': '2023-01-10T00:00:00.000000Z', 'ids_with_same_timestamp': [], '@persistence_version': 1}\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,sessions,predefined,all) -> Updating the persistence\nWARNING\tInputProcess::SnowflakeDataPuller(snowflake,abc123,sessions,predefined,all) -> Persistence has been updated successfully\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,sessions,predefined,all) -> SnowflakeDataPuller(snowflake,abc123,sessions,predefined,all) Finalizing the execution of pre_pull()\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,sessions,predefined,all) -> Starting data collection every 600 seconds\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,sessions,predefined,all) -> Pull Started\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,sessions,predefined,all) -> query: [USE ROLE ACCOUNTADMIN]\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,sessions,predefined,all) -> query execution done\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,sessions,predefined,all) -> Number of results in first chunk: 1\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,sessions,predefined,all) -> query: [USE SNOWFLAKE]\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,sessions,predefined,all) -> query execution done\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,sessions,predefined,all) -> Number of results in first chunk: 1\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,sessions,predefined,all) -> query: [USE SCHEMA ACCOUNT_USAGE]\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,sessions,predefined,all) -> query execution done\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,sessions,predefined,all) -> Number of results in first chunk: 1\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,sessions,predefined,all) -> query: [ALTER WAREHOUSE IF EXISTS COMPUTE_WH RESUME IF SUSPENDED]\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,sessions,predefined,all) -> query execution done\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,sessions,predefined,all) -> Number of results in first chunk: 1\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,sessions,predefined,all) -> query: [USE WAREHOUSE COMPUTE_WH]\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,sessions,predefined,all) -> query execution done\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,sessions,predefined,all) -> Number of results in first chunk: 1\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,sessions,predefined,all) -> query: [alter session set timezone = 'UTC']\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,sessions,predefined,all) -> query execution done\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,sessions,predefined,all) -> Number of results in first chunk: 1\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,sessions,predefined,all) -> query: [SELECT * FROM sessions WHERE CREATED_ON >= ? ORDER BY CREATED_ON ASC LIMIT ?]\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,sessions,predefined,all) -> query execution done\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,sessions,predefined,all) -> Number of results in first chunk: 5\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,sessions,predefined,all) -> Removing the duplicate detections if present...\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,sessions,predefined,all) -> Statistics for this pull cycle (@devo_pulling_id=1673454176963):Number of requests made: 1; Number of events received: 5; Number of duplicated events filtered out: 0; Number of events generated and sent: 5; Average of events per second: 3.070.\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,sessions,predefined,all) -> query: [USE ROLE ACCOUNTADMIN]\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,sessions,predefined,all) -> query execution done\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,sessions,predefined,all) -> Number of results in first chunk: 1\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,sessions,predefined,all) -> query: [USE SNOWFLAKE]\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,sessions,predefined,all) -> query execution done\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,sessions,predefined,all) -> Number of results in first chunk: 1\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,sessions,predefined,all) -> query: [USE SCHEMA ACCOUNT_USAGE]\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,sessions,predefined,all) -> query execution done\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,sessions,predefined,all) -> Number of results in first chunk: 1\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,sessions,predefined,all) -> query: [ALTER WAREHOUSE IF EXISTS COMPUTE_WH RESUME IF SUSPENDED]\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,sessions,predefined,all) -> query execution done\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,sessions,predefined,all) -> Number of results in first chunk: 1\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,sessions,predefined,all) -> query: [USE WAREHOUSE COMPUTE_WH]\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,sessions,predefined,all) -> query execution done\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,sessions,predefined,all) -> Number of results in first chunk: 1\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,sessions,predefined,all) -> query: [alter session set timezone = 'UTC']\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,sessions,predefined,all) -> query execution done\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,sessions,predefined,all) -> Number of results in first chunk: 1\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,sessions,predefined,all) -> query: [SELECT * FROM sessions WHERE CREATED_ON >= ? ORDER BY CREATED_ON ASC LIMIT ?]\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,sessions,predefined,all) -> query execution done\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,sessions,predefined,all) -> Number of results in first chunk: 1\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,sessions,predefined,all) -> Removing the duplicate detections if present...\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,sessions,predefined,all) -> Statistics for this pull cycle (@devo_pulling_id=1673454176963):Number of requests made: 1; Number of events received: 1; Number of duplicated events filtered out: 1; Number of events generated and sent: 0; Average of events per second: 0.000.\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,sessions,predefined,all) -> The data is up to date!\nINFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,sessions,predefined,all) -> Data collection completed. Elapsed time: 3.226 seconds. Waiting for 596.774 second(s) until the next one","type":"text"}]},{"type":"paragraph","content":[{"text":"After a successful collector’s execution (that is, no error logs found), you will see the following log message:","type":"text"}]},{"type":"codeBlock","content":[{"text":"INFO\tInputProcess::SnowflakeDataPuller(snowflake,abc123,sessions,predefined,all) -> Statistics for this pull cycle (@devo_pulling_id=1673454176963):Number of requests made: 1; Number of events received: 1; Number of duplicated events filtered out: 1; Number of events generated and sent: 0; Average of events per second: 0.000.","type":"text"}]},{"type":"panel","attrs":{"panelType":"info"},"content":[{"type":"paragraph","content":[{"text":"The value ","type":"text"},{"text":"@devo_pulling_id","type":"text","marks":[{"type":"code"}]},{"text":" is injected in each event to group all events ingested by the same pull action. You can use it to get the exact events downloaded in that ","type":"text"},{"text":"Pull","type":"text","marks":[{"type":"code"}]},{"text":" action in Devo’s search window.","type":"text"}]}]},{"type":"panel","attrs":{"panelType":"info"},"content":[{"type":"paragraph","content":[{"text":"Note that a Partial Statistics Report will be displayed after download a page when the pagination is required to pull all available events. Look for the report without the Partial reference.","type":"text","marks":[{"type":"code"}]}]},{"type":"paragraph","content":[{"text":"(Partial) Statistics for this pull cycle (@devo_pulling_id=1656602793.044179) so far: Number of requests made: 2; Number of events received: 45; Number of duplicated events filtered out: 0; Number of events generated and sent: 40.","type":"text","marks":[{"type":"code"}]}]}]}]},{"type":"expand","attrs":{"title":"Restart the persistence"},"content":[{"type":"paragraph","content":[{"text":"This collector uses persistent storage to download events in an orderly fashion and avoid duplicates. In case you want to re-ingest historical data or recreate the persistence, you can restart the persistence of this collector by following these steps:","type":"text"}]},{"type":"orderedList","attrs":{"order":1},"content":[{"type":"listItem","content":[{"type":"paragraph","content":[{"text":"Edit the configuration file.","type":"text"}]}]},{"type":"listItem","content":[{"type":"paragraph","content":[{"text":"Change the value of the ","type":"text"},{"text":"historical_date_utc","type":"text","marks":[{"type":"code"}]},{"text":" parameter to a different one.","type":"text"}]}]},{"type":"listItem","content":[{"type":"paragraph","content":[{"text":"Save the changes.","type":"text"}]}]},{"type":"listItem","content":[{"type":"paragraph","content":[{"text":"Restart the collector.","type":"text"}]}]}]},{"type":"paragraph","content":[{"text":"The collector will detect this change and will restart the persistence using the parameters of the configuration file or the default configuration in case it has not been provided.","type":"text"}]},{"type":"panel","attrs":{"panelType":"warning"},"content":[{"type":"paragraph","content":[{"text":"Note that this action clears the persistence and cannot be recovered in any way. Resetting persistence could result in duplicate or lost events.","type":"text"}]}]}]},{"type":"heading","attrs":{"level":2},"content":[{"text":"Collector operations","type":"text"}]},{"type":"paragraph","content":[{"text":"This section is intended to explain how to proceed with the specific operations of this collector.","type":"text"}]},{"type":"expand","attrs":{"title":"Verify collector operations"},"content":[{"type":"heading","attrs":{"level":3},"content":[{"text":"Initialization","type":"text"}]},{"type":"paragraph","content":[{"text":"The initialization module is in charge of setup and running the input (pulling logic) and output (delivering logic) services and validating the given configuration.","type":"text"}]},{"type":"paragraph","content":[{"text":"A successful run has the following output messages for the initializer module:","type":"text"}]},{"type":"codeBlock","content":[{"text":"INFO\tMainProcess::MainThread -> Added \"/path/to/collector\" directory to the Python path\nINFO\tMainProcess::MainThread -> Added \"/path/to/collector/config_internal\" directory to the Python path\nINFO\tMainProcess::MainThread -> Added \"/path/to/collector/schemas\" directory to the Python path\nINFO\tMainProcess::MainThread -> Production mode: False, execute only setup and exit: False, Python version: \"3.9.12 (main, Mar 31 2022, 09:38:33) [GCC 9.4.0]\", current dir: \"/path/to/devo/mylab/collectors/devo-collector-snowflake\", exists \"config\" dir: True, exists \"config_internal\" dir: True, exists \"certs\" dir: True, exists \"schemas\" dir: True, exists \"credentials\" dir: True\nINFO\tMainProcess::MainThread -> Loading configuration using the following files: {\"full_config\": \"config.yaml\", \"job_config_loc\": null, \"collector_config_loc\": null}\nINFO\tMainProcess::MainThread -> Using the default location for \"job_config_loc\" file: \"/etc/devo/job/job_config.json\"\nINFO\tMainProcess::MainThread -> \"/etc/devo/job\" does not exists\nINFO\tMainProcess::MainThread -> Using the default location for \"collector_config_loc\" file: \"/etc/devo/collector/collector_config.json\"\nINFO\tMainProcess::MainThread -> \"/etc/devo/collector\" does not exists\nINFO\tMainProcess::MainThread -> Results of validation of config files parameters: {\"config\": \"/path/to/collector/config/config.yaml\", \"config_validated\": True, \"job_config_loc\": \"/etc/devo/job/job_config.json\", \"job_config_loc_default\": True, \"job_config_loc_validated\": False, \"collector_config_loc\": \"/etc/devo/collector/collector_config.json\", \"collector_config_loc_default\": True, \"collector_config_loc_validated\": False}\nINFO\tMainProcess::MainThread -> Build time: \"UNKNOWN\", OS: \"Linux-5.14.0-1055-oem-x86_64-with-glibc2.31\", collector(name:version): \"example_collector:1.0.0\", owner: \"integrations_factory@devo.com\", started at: \"2023-01-11T16:22:54.880093Z\"\nINFO\tMainProcess::MainThread -> Initialized all object from \"MainProcess\" process\nINFO\tMainProcess::MainThread -> OutputProcess - Starting thread (executing_period=120s)\nINFO\tMainProcess::MainThread -> InputProcess - Starting thread (executing_period=120s)\nINFO\tOutputProcess::MainThread -> Process started\nINFO\tMainProcess::MainThread -> Started all object from \"MainProcess\" process\nINFO\tInputProcess::MainThread -> Process Started\nINFO\tInputProcess::MainThread -> There is not defined any submodule, using the default one with value \"all\"\nINFO\tMainProcess::CollectorThread -> global_status: {\"main_process\": {\"process_id\": 44536, \"process_status\": \"sleeping\", \"thread_counter\": 6, \"thread_names\": [\"MainThread\", \"QueueFeederThread\", \"OutputControllerThread\", \"InputControllerThread\", \"CollectorThread\"], \"memory_info\": {\"rss\": \"118.93MiB\", \"vms\": \"845.70MiB\", \"shared\": \"46.71MiB\", \"text\": \"2.19MiB\", \"lib\": \"0.00B\", \"data\": \"346.25MiB\", \"dirty\": \"0.00B\"}, \"CollectorThread\": {\"running_flag\": true, \"status\": \"RUNNING(10)\", \"shutdown_timestamp\": \"None\", \"message_queues\": {\"standard\": {\"name\": \"standard_queue_multiprocessing\", \"max_size_in_messages\": 10000, \"max_size_in_mb\": 1024, \"max_wrap_size_in_items\": 100, \"current_size\": 0, \"put_lock\": \"\", \"input_lock\": \"\"}, \"lookup\": {\"name\": \"lookup_queue_multiprocessing\", \"max_size_in_messages\": 10000, \"max_size_in_mb\": 1024, \"max_wrap_size_in_items\": 100, \"current_size\": 0, \"put_lock\": \"\", \"input_lock\": \"\"}, \"internal\": {\"name\": \"internal_queue_multiprocessing\", \"max_size_in_messages\": 10000, \"max_size_in_mb\": 1024, \"max_wrap_size_in_items\": 100, \"current_size\": 2, \"put_lock\": \"\", \"input_lock\": \"\"}}, \"controllers\": {\"InputControllerThread\": {\"running_flag\": true, \"status\": \"RUNNING(10)\", \"underlying_process\": {\"process_id\": 44552, \"process_status\": \"running\", \"num_threads\": 2, \"memory_info\": {\"rss\": \"77.35MiB\", \"vms\": \"717.70MiB\", \"shared\": \"5.14MiB\", \"text\": \"2.19MiB\", \"lib\": \"0.00B\", \"data\": \"345.99MiB\", \"dirty\": \"0.00B\"}, \"exit_code\": null}}, \"OutputControllerThread\": {\"running_flag\": true, \"status\": \"RUNNING(10)\", \"underlying_process\": {\"process_id\": 44550, \"process_status\": \"running\", \"num_threads\": 1, \"memory_info\": {\"rss\": \"76.80MiB\", \"vms\": \"653.89MiB\", \"shared\": \"4.54MiB\", \"text\": \"2.19MiB\", \"lib\": \"0.00B\", \"data\": \"346.05MiB\", \"dirty\": \"0.00B\"}, \"exit_code\": null}}}}}}\nINFO\tInputProcess::MainThread -> SnowflakeDataPuller(snowflake,abc123,sessions,predefined,all) Starting the execution of init_variables()\nINFO\tInputProcess::MainThread -> Validating settings from collector definitions\nINFO\tInputProcess::MainThread -> Validating settings from user configuration\nINFO\tInputProcess::MainThread -> Populating collector_variables store\nINFO\tInputProcess::MainThread -> SnowflakeDataPuller(snowflake,abc123,sessions,predefined,all) Finalizing the execution of init_variables()\nINFO\tInputProcess::MainThread -> InputThread(snowflake,abc123) - Starting thread (execution_period=60s)\nINFO\tInputProcess::MainThread -> ServiceThread(snowflake,abc123,sessions,predefined) - Starting thread (execution_period=60s)\nINFO\tInputProcess::MainThread -> SnowflakeDataPullerSetup(example_collector,snowflake#abc123,sessions#predefined,all) -> Starting thread\nINFO\tInputProcess::MainThread -> SnowflakeDataPuller(snowflake,abc123,sessions,predefined,all) - Starting thread\nWARNING\tInputProcess::SnowflakeDataPuller(snowflake,abc123,sessions,predefined,all) -> Waiting until setup will be executed\nINFO\tInputProcess::SnowflakeDataPullerSetup(example_collector,snowflake#abc123,sessions#predefined,all) -> Starting the execution of setup()\nINFO\tInputProcess::SnowflakeDataPullerSetup(example_collector,snowflake#abc123,sessions#predefined,all) -> Establishing Snowflake connection using provided username/password/account_identifier. \nINFO\tInputProcess::SnowflakeDataPullerSetup(example_collector,snowflake#abc123,sessions#predefined,all) -> Snowflake Connector for Python Version: 2.9.0, Python Version: 3.9.12, Platform: Linux-5.14.0-1055-oem-x86_64-with-glibc2.31\nINFO\tInputProcess::SnowflakeDataPullerSetup(example_collector,snowflake#abc123,sessions#predefined,all) -> This connection is in OCSP Fail Open Mode. TLS Certificates would be checked for validity and revocation status. Any other Certificate Revocation related exceptions or OCSP Responder failures would be disregarded in favor of connectivity.\nINFO\tInputProcess::SnowflakeDataPullerSetup(example_collector,snowflake#abc123,sessions#predefined,all) -> Setting use_openssl_only mode to False\nINFO\tOutputProcess::MainThread -> DevoSender(standard_senders,devo_sender_0) -> Starting thread\nINFO\tOutputProcess::MainThread -> DevoSenderManagerMonitor(standard_senders,devo_eu_1) -> Starting thread (every 300 seconds)\nINFO\tOutputProcess::MainThread -> DevoSenderManager(standard_senders,manager,devo_eu_1) -> Starting thread\nINFO\tOutputProcess::MainThread -> DevoSender(lookup_senders,devo_sender_0) -> Starting thread\nINFO\tOutputProcess::MainThread -> DevoSenderManagerMonitor(lookup_senders,devo_eu_1) -> Starting thread (every 300 seconds)\nINFO\tOutputProcess::MainThread -> DevoSenderManager(lookup_senders,manager,devo_eu_1) -> Starting thread","type":"text"}]},{"type":"heading","attrs":{"level":3},"content":[{"text":"Events delivery and Devo ingestion","type":"text"}]},{"type":"paragraph","content":[{"text":"The event delivery module is in charge of receiving the events from the internal queues where all events are injected by the pullers and delivering them using the selected compatible delivery method.","type":"text"}]},{"type":"paragraph","content":[{"text":"A successful run has the following output messages for the initializer module:","type":"text"}]},{"type":"codeBlock","content":[{"text":"INFO OutputProcess::SyslogSenderManagerMonitor(standard_senders,sidecar_0) -> Number of available senders: 1, sender manager internal queue size: 0\nINFO OutputProcess::SyslogSenderManagerMonitor(standard_senders,sidecar_0) -> enqueued_elapsed_times_in_seconds_stats: {}\nINFO OutputProcess::SyslogSenderManagerMonitor(standard_senders,sidecar_0) -> Sender: SyslogSender(standard_senders,syslog_sender_0), status: {\"internal_queue_size\": 0, \"is_connection_open\": True}\nINFO OutputProcess::SyslogSenderManagerMonitor(standard_senders,sidecar_0) -> Standard - Total number of messages sent: 44, messages sent since \"2022-06-28 10:39:22.511671+00:00\": 44 (elapsed 0.007 seconds)\nINFO OutputProcess::SyslogSenderManagerMonitor(internal_senders,sidecar_0) -> Number of available senders: 1, sender manager internal queue size: 0\nINFO OutputProcess::SyslogSenderManagerMonitor(internal_senders,sidecar_0) -> enqueued_elapsed_times_in_seconds_stats: {}\nINFO OutputProcess::SyslogSenderManagerMonitor(internal_senders,sidecar_0) -> Sender: SyslogSender(internal_senders,syslog_sender_0), status: {\"internal_queue_size\": 0, \"is_connection_open\": True}\nINFO OutputProcess::SyslogSenderManagerMonitor(internal_senders,sidecar_0) -> Internal - Total number of messages sent: 1, messages sent since \"2022-06-28 10:39:22.516313+00:00\": 1 (elapsed 0.019 seconds)","type":"text"}]},{"type":"panel","attrs":{"panelType":"info"},"content":[{"type":"paragraph","content":[{"text":"By default, these information traces will be displayed every 10 minutes.","type":"text"}]}]},{"type":"heading","attrs":{"level":4},"content":[{"text":"Sender services","type":"text"}]},{"type":"paragraph","content":[{"text":"The Integrations Factory Collector SDK has 3 different senders services depending on the event type to delivery (","type":"text"},{"text":"internal","type":"text","marks":[{"type":"code"}]},{"text":", ","type":"text"},{"text":"standard","type":"text","marks":[{"type":"code"}]},{"text":", and ","type":"text"},{"text":"lookup","type":"text","marks":[{"type":"code"}]},{"text":"). This collector uses the following Sender Services:","type":"text"}]},{"type":"table","attrs":{"layout":"default","localId":"6bd704ef-0e1e-4407-992c-002264d15132"},"content":[{"type":"tableRow","content":[{"type":"tableHeader","attrs":{"colspan":1,"background":"var(--ds-background-neutral, #F4F5F7)","rowspan":1,"colwidth":[340.0]},"content":[{"type":"paragraph","content":[{"text":"Sender services","type":"text","marks":[{"type":"strong"}]}]}]},{"type":"tableHeader","attrs":{"colspan":1,"background":"var(--ds-background-neutral, #F4F5F7)","rowspan":1,"colwidth":[340.0]},"content":[{"type":"paragraph","content":[{"text":"Description","type":"text","marks":[{"type":"strong"}]}]}]}]},{"type":"tableRow","content":[{"type":"tableCell","attrs":{"colspan":1,"rowspan":1,"colwidth":[340.0]},"content":[{"type":"paragraph","content":[{"text":"internal_senders","type":"text","marks":[{"type":"code"}]}]}]},{"type":"tableCell","attrs":{"colspan":1,"rowspan":1,"colwidth":[340.0]},"content":[{"type":"paragraph","content":[{"text":"In charge of delivering internal metrics to Devo such as logging traces or metrics.","type":"text"}]}]}]},{"type":"tableRow","content":[{"type":"tableCell","attrs":{"colspan":1,"rowspan":1,"colwidth":[340.0]},"content":[{"type":"paragraph","content":[{"text":"standard_senders","type":"text","marks":[{"type":"code"}]}]}]},{"type":"tableCell","attrs":{"colspan":1,"rowspan":1,"colwidth":[340.0]},"content":[{"type":"paragraph","content":[{"text":"In charge of delivering pulled events to Devo.","type":"text"}]}]}]}]},{"type":"heading","attrs":{"level":4},"content":[{"text":"Sender statistics","type":"text"}]},{"type":"paragraph","content":[{"text":"Each service displays its own performance statistics that allow checking how many events have been delivered to Devo by type:","type":"text"}]},{"type":"table","attrs":{"layout":"default","localId":"b4ce6589-85aa-4583-b31b-545216de40ff"},"content":[{"type":"tableRow","content":[{"type":"tableHeader","attrs":{"colspan":1,"background":"var(--ds-background-neutral, #F4F5F7)","rowspan":1,"colwidth":[340.0]},"content":[{"type":"paragraph","content":[{"text":"Logging trace","type":"text","marks":[{"type":"strong"}]}]}]},{"type":"tableHeader","attrs":{"colspan":1,"background":"var(--ds-background-neutral, #F4F5F7)","rowspan":1,"colwidth":[340.0]},"content":[{"type":"paragraph","content":[{"text":"Description","type":"text","marks":[{"type":"strong"}]}]}]}]},{"type":"tableRow","content":[{"type":"tableCell","attrs":{"colspan":1,"rowspan":1,"colwidth":[340.0]},"content":[{"type":"paragraph","content":[{"text":"Number of available senders: 1","type":"text","marks":[{"type":"code"}]}]}]},{"type":"tableCell","attrs":{"colspan":1,"rowspan":1,"colwidth":[340.0]},"content":[{"type":"paragraph","content":[{"text":"Displays the number of concurrent senders available for the given Sender Service.","type":"text"}]}]}]},{"type":"tableRow","content":[{"type":"tableCell","attrs":{"colspan":1,"rowspan":1,"colwidth":[340.0]},"content":[{"type":"paragraph","content":[{"text":"sender manager internal queue size: 0","type":"text","marks":[{"type":"code"}]}]}]},{"type":"tableCell","attrs":{"colspan":1,"rowspan":1,"colwidth":[340.0]},"content":[{"type":"paragraph","content":[{"text":"Displays the items available in the internal sender queue.","type":"text"}]},{"type":"panel","attrs":{"panelType":"info"},"content":[{"type":"paragraph","content":[{"text":"This value helps detect bottlenecks and needs to increase the performance of data delivery to Devo. This last can be made by increasing the concurrent senders.","type":"text"}]}]}]}]},{"type":"tableRow","content":[{"type":"tableCell","attrs":{"colspan":1,"rowspan":1,"colwidth":[340.0]},"content":[{"type":"paragraph","content":[{"text":"Standard - Total number of messages sent: 57, messages sent since \"2023-01-10 16:09:16.116750+00:00\": 0 (elapsed 0.000 seconds","type":"text","marks":[{"type":"code"}]}]}]},{"type":"tableCell","attrs":{"colspan":1,"rowspan":1,"colwidth":[340.0]},"content":[{"type":"paragraph","content":[{"text":"Displayes the number of events from the last time and following the given example, the following conclusions can be obtained:","type":"text"}]},{"type":"bulletList","content":[{"type":"listItem","content":[{"type":"paragraph","content":[{"text":"44 events were sent to Devo since the collector started.","type":"text"}]}]},{"type":"listItem","content":[{"type":"paragraph","content":[{"text":"The last checkpoint timestamp was ","type":"text"},{"text":"2022-06-28 10:39:22.511671+00:00","type":"text","marks":[{"type":"code"}]},{"text":".","type":"text"}]}]},{"type":"listItem","content":[{"type":"paragraph","content":[{"text":"21 events where sent to Devo between the last UTC checkpoint and now.","type":"text"}]}]},{"type":"listItem","content":[{"type":"paragraph","content":[{"text":"Those 21 events required ","type":"text"},{"text":"0.007 seconds","type":"text","marks":[{"type":"code"}]},{"text":" to be delivered.","type":"text"}]}]}]},{"type":"panel","attrs":{"panelType":"info"},"content":[{"type":"paragraph","content":[{"text":"By default these traces will be shown every 10 minutes.","type":"text"}]}]}]}]}]}]},{"type":"expand","attrs":{"title":"Check memory usage"},"content":[{"type":"paragraph","content":[{"text":"To check the memory usage of this collector, look for the following log records in the collector which are displayed every 5 minutes by default, always after running the memory-free process.","type":"text"}]},{"type":"bulletList","content":[{"type":"listItem","content":[{"type":"paragraph","content":[{"text":"The used memory is displayed by running processes and the sum of both values will give the total used memory for the collector.","type":"text"}]}]},{"type":"listItem","content":[{"type":"paragraph","content":[{"text":"The global pressure of the available memory is displayed in the ","type":"text"},{"text":"global","type":"text","marks":[{"type":"code"}]},{"text":" value.","type":"text"}]}]},{"type":"listItem","content":[{"type":"paragraph","content":[{"text":"All metrics (Global, RSS, VMS) include the value before freeing and after ","type":"text"},{"text":"previous -> after freeing memory","type":"text","marks":[{"type":"code"}]}]}]}]},{"type":"codeBlock","content":[{"text":"INFO InputProcess::MainThread -> [GC] global: 20.4% -> 20.4%, process: RSS(34.50MiB -> 34.08MiB), VMS(410.52MiB -> 410.02MiB)\nINFO OutputProcess::MainThread -> [GC] global: 20.4% -> 20.4%, process: RSS(28.41MiB -> 28.41MiB), VMS(705.28MiB -> 705.28MiB)","type":"text"}]},{"type":"panel","attrs":{"panelType":"info"},"content":[{"type":"paragraph","content":[{"text":"Differences between ","type":"text"},{"text":"RSS","type":"text","marks":[{"type":"code"}]},{"text":" and ","type":"text"},{"text":"VMS","type":"text","marks":[{"type":"code"}]},{"text":" memory usage:","type":"text"}]},{"type":"bulletList","content":[{"type":"listItem","content":[{"type":"paragraph","content":[{"text":"RSS","type":"text","marks":[{"type":"code"}]},{"text":" is the Resident Set Size, which is the actual physical memory the process is using","type":"text"}]}]},{"type":"listItem","content":[{"type":"paragraph","content":[{"text":"VMS","type":"text","marks":[{"type":"code"}]},{"text":" is the Virtual Memory Size which is the virtual memory that process is using","type":"text"}]}]}]}]}]},{"type":"expand","attrs":{"title":"Enable/disable the logging debug mode"},"content":[{"type":"paragraph","content":[{"text":"Sometimes it is necessary to activate the debug mode of the collector's logging. This debug mode increases the verbosity of the log and allows you to print execution traces that are very helpful in resolving incidents or detecting bottlenecks in heavy download processes.","type":"text"}]},{"type":"bulletList","content":[{"type":"listItem","content":[{"type":"paragraph","content":[{"text":"To enable this option you just need to edit the configuration file and change the debug_status parameter from false to true and restart the collector.","type":"text"}]}]},{"type":"listItem","content":[{"type":"paragraph","content":[{"text":"To disable this option, you just need to update the configuration file and change the debug_status parameter from true to false and restart the collector.","type":"text"}]}]}]},{"type":"paragraph","content":[{"text":"For more information, visit the configuration and parameterization section corresponding to the chosen deployment mode.","type":"text"}]}]},{"type":"expand","attrs":{"title":"Troubleshooting"},"content":[{"type":"paragraph","content":[{"text":"This collector has different security layers that detect both an invalid configuration and abnormal operation. This table will help you detect and resolve the most common errors.","type":"text"}]},{"type":"table","attrs":{"layout":"default","localId":"0b78bba5-9c17-405c-ab5e-6dfb5f158b52"},"content":[{"type":"tableRow","content":[{"type":"tableHeader","attrs":{"colspan":1,"background":"var(--ds-background-neutral, #F4F5F7)","rowspan":1,"colwidth":[136.0]},"content":[{"type":"paragraph","content":[{"text":"Error type","type":"text","marks":[{"type":"strong"}]}]}]},{"type":"tableHeader","attrs":{"colspan":1,"background":"var(--ds-background-neutral, #F4F5F7)","rowspan":1,"colwidth":[136.0]},"content":[{"type":"paragraph","content":[{"text":"Error ID","type":"text","marks":[{"type":"strong"}]}]}]},{"type":"tableHeader","attrs":{"colspan":1,"background":"var(--ds-background-neutral, #F4F5F7)","rowspan":1,"colwidth":[136.0]},"content":[{"type":"paragraph","content":[{"text":"Error Message","type":"text","marks":[{"type":"strong"}]}]}]},{"type":"tableHeader","attrs":{"colspan":1,"background":"var(--ds-background-neutral, #F4F5F7)","rowspan":1,"colwidth":[136.0]},"content":[{"type":"paragraph","content":[{"text":"Cause","type":"text","marks":[{"type":"strong"}]}]}]},{"type":"tableHeader","attrs":{"colspan":1,"background":"var(--ds-background-neutral, #F4F5F7)","rowspan":1,"colwidth":[136.0]},"content":[{"type":"paragraph","content":[{"text":"Solution","type":"text","marks":[{"type":"strong"}]}]}]}]},{"type":"tableRow","content":[{"type":"tableCell","attrs":{"colspan":1,"rowspan":1,"colwidth":[136.0]},"content":[{"type":"paragraph","content":[{"text":"InitVariablesError","type":"text"}]}]},{"type":"tableCell","attrs":{"colspan":1,"rowspan":1,"colwidth":[136.0]},"content":[{"type":"paragraph","content":[{"text":"0","type":"text"}]}]},{"type":"tableCell","attrs":{"colspan":1,"rowspan":1,"colwidth":[136.0]},"content":[{"type":"paragraph","content":[{"text":"The internal config did not pass the format validation. Contact with Support.","type":"text","marks":[{"type":"code"}]}]}]},{"type":"tableCell","attrs":{"colspan":1,"rowspan":1,"colwidth":[136.0]},"content":[{"type":"paragraph","content":[{"text":"There is an error in the internal configuration.","type":"text"}]}]},{"type":"tableCell","attrs":{"colspan":1,"rowspan":1,"colwidth":[136.0]},"content":[{"type":"paragraph","content":[{"text":"Contact with Devo Support.","type":"text"}]}]}]},{"type":"tableRow","content":[{"type":"tableCell","attrs":{"colspan":1,"rowspan":1,"colwidth":[136.0]},"content":[{"type":"paragraph","content":[{"text":"InitVariablesError","type":"text"}]}]},{"type":"tableCell","attrs":{"colspan":1,"rowspan":1,"colwidth":[136.0]},"content":[{"type":"paragraph","content":[{"text":"1","type":"text"}]}]},{"type":"tableCell","attrs":{"colspan":1,"rowspan":1,"colwidth":[136.0]},"content":[{"type":"paragraph","content":[{"text":"The user config did not pass the format validation. Check error traces for details and visit our documentation.","type":"text","marks":[{"type":"code"}]}]}]},{"type":"tableCell","attrs":{"colspan":1,"rowspan":1,"colwidth":[136.0]},"content":[{"type":"paragraph","content":[{"text":"There is an error in the user configuration.","type":"text"}]}]},{"type":"tableCell","attrs":{"colspan":1,"rowspan":1,"colwidth":[136.0]},"content":[{"type":"paragraph","content":[{"text":"Read the error message carefully and follow the documentation.","type":"text"}]}]}]},{"type":"tableRow","content":[{"type":"tableCell","attrs":{"colspan":1,"rowspan":1,"colwidth":[136.0]},"content":[{"type":"paragraph","content":[{"text":"InitVariablesError","type":"text"}]}]},{"type":"tableCell","attrs":{"colspan":1,"rowspan":1,"colwidth":[136.0]},"content":[{"type":"paragraph","content":[{"text":"11","type":"text"}]}]},{"type":"tableCell","attrs":{"colspan":1,"rowspan":1,"colwidth":[136.0]},"content":[{"type":"paragraph","content":[{"text":"Required setting, historic_date_utc not of expected type: str","type":"text","marks":[{"type":"code"}]}]}]},{"type":"tableCell","attrs":{"colspan":1,"rowspan":1,"colwidth":[136.0]},"content":[{"type":"paragraph","content":[{"text":"historic_date_utc","type":"text","marks":[{"type":"code"}]},{"text":" is not of type ","type":"text"},{"text":"str","type":"text","marks":[{"type":"code"}]},{"text":".","type":"text"}]}]},{"type":"tableCell","attrs":{"colspan":1,"rowspan":1,"colwidth":[136.0]},"content":[{"type":"paragraph","content":[{"text":"Set ","type":"text"},{"text":"historic_date_utc","type":"text","marks":[{"type":"code"}]},{"text":" as string following the next format:","type":"text"}]},{"type":"paragraph","content":[{"text":"2023-01-01T00:00:00.000Z","type":"text","marks":[{"type":"code"}]}]}]}]},{"type":"tableRow","content":[{"type":"tableCell","attrs":{"colspan":1,"rowspan":1,"colwidth":[136.0]},"content":[{"type":"paragraph","content":[{"text":"InitVariablesError","type":"text"}]}]},{"type":"tableCell","attrs":{"colspan":1,"rowspan":1,"colwidth":[136.0]},"content":[{"type":"paragraph","content":[{"text":"12","type":"text"}]}]},{"type":"tableCell","attrs":{"colspan":1,"rowspan":1,"colwidth":[136.0]},"content":[{"type":"paragraph","content":[{"text":"Invalid value is provided for the historic_date. Provide the date in %Y-%m-%d %H:%M:%S format. Error message: {error_message}","type":"text","marks":[{"type":"code"}]}]}]},{"type":"tableCell","attrs":{"colspan":1,"rowspan":1,"colwidth":[136.0]},"content":[{"type":"paragraph","content":[{"text":"historic_date_utc","type":"text","marks":[{"type":"code"}]},{"text":" doesn't match the expected format.","type":"text"}]}]},{"type":"tableCell","attrs":{"colspan":1,"rowspan":1,"colwidth":[136.0]},"content":[{"type":"paragraph","content":[{"text":"Set ","type":"text"},{"text":"historic_date_utc","type":"text","marks":[{"type":"code"}]},{"text":" as string following the next format:","type":"text"}]},{"type":"paragraph","content":[{"text":"2023-01-01T00:00:00.000Z","type":"text","marks":[{"type":"code"}]}]}]}]},{"type":"tableRow","content":[{"type":"tableCell","attrs":{"colspan":1,"rowspan":1,"colwidth":[136.0]},"content":[{"type":"paragraph","content":[{"text":"InitVariablesError","type":"text"}]}]},{"type":"tableCell","attrs":{"colspan":1,"rowspan":1,"colwidth":[136.0]},"content":[{"type":"paragraph","content":[{"text":"13","type":"text"}]}]},{"type":"tableCell","attrs":{"colspan":1,"rowspan":1,"colwidth":[136.0]},"content":[{"type":"paragraph","content":[{"text":"Time format for historic date must be %Y-%m-%dT%H:%M:%S.%fZ. e.g. 2022-02-15T14:32:33.043Z","type":"text","marks":[{"type":"code"}]}]}]},{"type":"tableCell","attrs":{"colspan":1,"rowspan":1,"colwidth":[136.0]},"content":[{"type":"paragraph","content":[{"text":"historic_date_utc","type":"text","marks":[{"type":"code"}]},{"text":" doesn't match the expected format.","type":"text"}]}]},{"type":"tableCell","attrs":{"colspan":1,"rowspan":1,"colwidth":[136.0]},"content":[{"type":"paragraph","content":[{"text":"Set ","type":"text"},{"text":"historic_date_utc","type":"text","marks":[{"type":"code"}]},{"text":" as string following the next format:","type":"text"}]},{"type":"paragraph","content":[{"text":"2023-01-01T00:00:00.000Z","type":"text","marks":[{"type":"code"}]}]}]}]},{"type":"tableRow","content":[{"type":"tableCell","attrs":{"colspan":1,"rowspan":1,"colwidth":[136.0]},"content":[{"type":"paragraph","content":[{"text":"InitVariablesError","type":"text"}]}]},{"type":"tableCell","attrs":{"colspan":1,"rowspan":1,"colwidth":[136.0]},"content":[{"type":"paragraph","content":[{"text":"14","type":"text"}]}]},{"type":"tableCell","attrs":{"colspan":1,"rowspan":1,"colwidth":[136.0]},"content":[{"type":"paragraph","content":[{"text":"historic datetime cannot be greater than the present UTC time","type":"text","marks":[{"type":"code"}]}]}]},{"type":"tableCell","attrs":{"colspan":1,"rowspan":1,"colwidth":[136.0]},"content":[{"type":"paragraph","content":[{"text":"historic_date_utc","type":"text","marks":[{"type":"code"}]},{"text":" represents a future date, and that’s not allowed.","type":"text"}]}]},{"type":"tableCell","attrs":{"colspan":1,"rowspan":1,"colwidth":[136.0]},"content":[{"type":"paragraph","content":[{"text":"Set ","type":"text"},{"text":"historic_date_utc","type":"text","marks":[{"type":"code"}]},{"text":" representing a past date.","type":"text"}]}]}]},{"type":"tableRow","content":[{"type":"tableCell","attrs":{"colspan":1,"rowspan":1,"colwidth":[136.0]},"content":[{"type":"paragraph","content":[{"text":"SetupError","type":"text"}]}]},{"type":"tableCell","attrs":{"colspan":1,"rowspan":1,"colwidth":[136.0]},"content":[{"type":"paragraph","content":[{"text":"100","type":"text"}]}]},{"type":"tableCell","attrs":{"colspan":1,"rowspan":1,"colwidth":[136.0]},"content":[{"type":"paragraph","content":[{"text":"The remote data is not pullable with the given credentials. Check the error traces for details.","type":"text","marks":[{"type":"code"}]}]}]},{"type":"tableCell","attrs":{"colspan":1,"rowspan":1,"colwidth":[136.0]},"content":[{"type":"paragraph","content":[{"text":"There is a problem with the credentials.","type":"text"}]}]},{"type":"tableCell","attrs":{"colspan":1,"rowspan":1,"colwidth":[136.0]},"content":[{"type":"paragraph","content":[{"text":"Check the error traces to find the possible cause.","type":"text"}]},{"type":"paragraph","content":[{"text":"It could be caused because the credentials are not valid anymore, the token has expired, lack of permissions, etc.","type":"text"}]}]}]},{"type":"tableRow","content":[{"type":"tableCell","attrs":{"colspan":1,"rowspan":1,"colwidth":[136.0]},"content":[{"type":"paragraph","content":[{"text":"PullError","type":"text"}]}]},{"type":"tableCell","attrs":{"colspan":1,"rowspan":1,"colwidth":[136.0]},"content":[{"type":"paragraph","content":[{"text":"300","type":"text"}]}]},{"type":"tableCell","attrs":{"colspan":1,"rowspan":1,"colwidth":[136.0]},"content":[{"type":"paragraph","content":[{"text":"Invalid username/password, please re-enter username and password.","type":"text","marks":[{"type":"code"}]}]}]},{"type":"tableCell","attrs":{"colspan":1,"rowspan":1,"colwidth":[136.0]},"content":[{"type":"paragraph","content":[{"text":"Credentials stopped working during the pulling.","type":"text"}]}]},{"type":"tableCell","attrs":{"colspan":1,"rowspan":1,"colwidth":[136.0]},"content":[{"type":"paragraph","content":[{"text":"Set valid credentials.","type":"text"}]}]}]},{"type":"tableRow","content":[{"type":"tableCell","attrs":{"colspan":1,"rowspan":1,"colwidth":[136.0]},"content":[{"type":"paragraph","content":[{"text":"PullError","type":"text"}]}]},{"type":"tableCell","attrs":{"colspan":1,"rowspan":1,"colwidth":[136.0]},"content":[{"type":"paragraph","content":[{"text":"301","type":"text"}]}]},{"type":"tableCell","attrs":{"colspan":1,"rowspan":1,"colwidth":[136.0]},"content":[{"type":"paragraph","content":[{"text":"Connection is closed.","type":"text","marks":[{"type":"code"}]}]}]},{"type":"tableCell","attrs":{"colspan":1,"rowspan":1,"colwidth":[136.0]},"content":[{"type":"paragraph","content":[{"text":"Connection to Snowflake’s cloud database has been closed for a reason during the pulling.","type":"text"}]}]},{"type":"tableCell","attrs":{"colspan":1,"rowspan":1,"colwidth":[136.0]},"content":[{"type":"paragraph","content":[{"text":"Re-run the collector and check if there is any other error.","type":"text"}]},{"type":"paragraph","content":[{"text":"If there are other errors, follow the error messages.","type":"text"}]},{"type":"paragraph","content":[{"text":"If the error persists, contact Devo Support.","type":"text"}]}]}]},{"type":"tableRow","content":[{"type":"tableCell","attrs":{"colspan":1,"rowspan":1,"colwidth":[136.0]},"content":[{"type":"paragraph","content":[{"text":"PullError","type":"text"}]}]},{"type":"tableCell","attrs":{"colspan":1,"rowspan":1,"colwidth":[136.0]},"content":[{"type":"paragraph","content":[{"text":"302","type":"text"}]}]},{"type":"tableCell","attrs":{"colspan":1,"rowspan":1,"colwidth":[136.0]},"content":[{"type":"paragraph","content":[{"text":"Unexpected error occured while connecting to Snowflake: {error_message}","type":"text","marks":[{"type":"code"}]}]}]},{"type":"tableCell","attrs":{"colspan":1,"rowspan":1,"colwidth":[136.0]},"content":[{"type":"paragraph","content":[{"text":"There has been an unexpected behavior during the pulling and lost connection to Snowflake’s cloud database.","type":"text"}]}]},{"type":"tableCell","attrs":{"colspan":1,"rowspan":1,"colwidth":[136.0]},"content":[{"type":"paragraph","content":[{"text":"Re-run the collector and check if there is any other error.","type":"text"}]},{"type":"paragraph","content":[{"text":"If there are other errors, follow the error messages.","type":"text"}]},{"type":"paragraph","content":[{"text":"If the error persists, contact Devo Support.","type":"text"}]}]}]},{"type":"tableRow","content":[{"type":"tableCell","attrs":{"colspan":1,"rowspan":1,"colwidth":[136.0]},"content":[{"type":"paragraph","content":[{"text":"PullError","type":"text"}]}]},{"type":"tableCell","attrs":{"colspan":1,"rowspan":1,"colwidth":[136.0]},"content":[{"type":"paragraph","content":[{"text":"303","type":"text"}]}]},{"type":"tableCell","attrs":{"colspan":1,"rowspan":1,"colwidth":[136.0]},"content":[{"type":"paragraph","content":[{"text":"Invalid username/password, please re-enter username and password.","type":"text","marks":[{"type":"code"}]}]}]},{"type":"tableCell","attrs":{"colspan":1,"rowspan":1,"colwidth":[136.0]},"content":[{"type":"paragraph","content":[{"text":"Credentials failed at connection stage.","type":"text"}]}]},{"type":"tableCell","attrs":{"colspan":1,"rowspan":1,"colwidth":[136.0]},"content":[{"type":"paragraph","content":[{"text":"Set valid credentials.","type":"text"}]}]}]},{"type":"tableRow","content":[{"type":"tableCell","attrs":{"colspan":1,"rowspan":1,"colwidth":[136.0]},"content":[{"type":"paragraph","content":[{"text":"PullError","type":"text"}]}]},{"type":"tableCell","attrs":{"colspan":1,"rowspan":1,"colwidth":[136.0]},"content":[{"type":"paragraph","content":[{"text":"304","type":"text"}]}]},{"type":"tableCell","attrs":{"colspan":1,"rowspan":1,"colwidth":[136.0]},"content":[{"type":"paragraph","content":[{"text":"Connection is 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