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Aviem Zur edited comment on BEAM-1581 at 3/15/17 6:24 PM: ---------------------------------------------------------- I think we should avoid exposing a contract to the user which promises writing JSONs but accepts strings. This is a loose contract which will leave JSON validity up to the user. If the user does not create valid JSON Strings errors can occur. Errors which might be detected very late in the process, possibly only upon an attempt to consume the data in another process (which may belong to a different user as JSON is often used for integration). We definitely need concrete {{JsonSink}} and {{JsonSource}} classes which extend the existing abstract {{FileBasedSink}} and {{FileBasedSource}}. But these should not be used directly by the user. All common JSON file logic regarding how the file should be constructed (As [~jkff] mentioned this should be better defined) will be in these sink and source, including all file writing/reading related code (Inherited from {{FileBasedSink}} and {{FileBasedSource}}). In order to avoid exposing classes which deal with Strings to the user we need concrete {{PTransform}} classes which deal with objects. The problem is these probably can't exist in a {{JsonIO}} class since it cannot have the transformations from object to JSON string (since there are several ways to implement this). Should these transforms be in a separate class such as JacksonIO? So none of these are actually an abstract {{PTransform}}. The {{PTransform}} that the user will use will be concrete, found in {{JacksonIO}} was (Author: aviemzur): I think we should avoid exposing a contract to the user which promises writing JSONs but accepts strings. This is a loose contract which will leave JSON validity up to the user. If the user does not create valid JSON Strings errors can occur. Errors which might be detected very late in the process, possibly only upon an attempt to consume the data in another process (which may belong to a different user as JSON is often used for integration). We definitely need concrete {{JsonSink}} and {{JsonSource}} classes which extend the existing abstract {{FileBasedSink}} and {{FileBasedSource}}. But these should not be used directly by the user. In order to avoid exposing classes which deal with Strings to the user we need concrete {{PTransform}} classes which deal with objects. The problem is these probably can't exist in a {{JsonIO}} class since it cannot have the transformations from object to JSON string (since there are several ways to implement this). Should these transforms be in a separate class such as JacksonIO?All common JSON file logic regarding how the file should be constructed (As [~jkff] mentioned this should be better defined) will be in the abstract sink and source, including all file writing/reading related code (Inherited from {{FileBasedSink}} and {{FileBasedSource}}). So none of these are actually an abstract {{PTransform}}. The {{PTransform}} that the user will use will be concrete, found in {{JacksonIO}} > JSON sources and sinks > ---------------------- > > Key: BEAM-1581 > URL: https://issues.apache.org/jira/browse/BEAM-1581 > Project: Beam > Issue Type: New Feature > Components: sdk-java-extensions > Reporter: Aviem Zur > Assignee: Aviem Zur > > JSON source and sink to read/write JSON files. > Similarly to {{XmlSource}}/{{XmlSink}}, these be a {{JsonSource}}/{{JonSink}} > which are a {{FileBaseSource}}/{{FileBasedSink}}. > Consider using methods/code (or refactor these) found in {{AsJsons}} and > {{ParseJsons}} -- This message was sent by Atlassian JIRA (v6.3.15#6346)