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| = Overview =
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| {| class="wikitable grid mono section"
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| |-
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| ! Diagram
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| ! Description
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| {{#mermaid:
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| graph TD
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| BornzeTier[Bronze Tier]
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| SilverTier[Silver Tier]
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| GoldTier[Gold Tier]
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| PlatniumTier[Platnium Tier]
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| ExternalData[External Data]
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| ExternalData --ingestion--> BornzeTier --ingestion--> SilverTier --ETL--> GoldTier --ETL--> PlatniumTier
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| }}
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| <big><b>Bronze Tier</b></big>:<br /><br />
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| <b>The purpose for bronze tier is to store data downloaded from external world into data lake so we can use all sort of tools inside data lake to further process it</b>
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| * raw data
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| * no uniformed format, could be csv, JSON, AVRO, parquet, binary, anything
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| * could even be unstructured
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| * no data quality assurance
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| <hr /><br />
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| <big><b>Silver Tier</b></big>:<br /><br />
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| <b>The purpose for bronze tier is to allow data ingestion application to sanitize data, verify the quality of the data</b>
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| * Data quality is assurred
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| * Data may not be normalized. One table may use UTC for a timestamp column while aother table may use timestamp without timezone. No stadnardlization for column name.
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| * Data format is uniformed, usually it is stored as a format that is best fits the further ETL process, for example parquet.
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| |}
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| = Models = | | = Models = |
