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final class ZQuery[-R, +E, +A] extends AnyRef

A ZQuery[R, E, A] is a purely functional description of an effectual query that may contain requests from one or more data sources, requires an environment R, and may fail with an E or succeed with an A.

Requests that can be performed in parallel, as expressed by zipWithPar and combinators derived from it, will automatically be batched. Requests that must be performed sequentially, as expressed by zipWith and combinators derived from it, will automatically be pipelined. This allows for aggressive data source specific optimizations. Requests can also be deduplicated and cached.

This allows for writing queries in a high level, compositional style, with confidence that they will automatically be optimized. For example, consider the following query from a user service.

val getAllUserIds: ZQuery[Any, Nothing, List[Int]]         = ???
def getUserNameById(id: Int): ZQuery[Any, Nothing, String] = ???

for {
  userIds   <- getAllUserIds
  userNames <- ZQuery.foreachPar(userIds)(getUserNameById)
} yield userNames

This would normally require N + 1 queries, one for getAllUserIds and one for each call to getUserNameById. In contrast, ZQuery will automatically optimize this to two queries, one for userIds and one for userNames, assuming an implementation of the user service that supports batching.

Based on "There is no Fork: an Abstraction for Efficient, Concurrent, and Concise Data Access" by Simon Marlow, Louis Brandy, Jonathan Coens, and Jon Purdy. http://simonmar.github.io/bib/papers/haxl-icfp14.pdf

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ZQuery[R, E, A]
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  1. final def !=(arg0: Any): Boolean
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  2. final def ##(): Int
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  3. final def &>[R1 <: R, E1 >: E, B](that: ⇒ ZQuery[R1, E1, B])(implicit trace: Trace): ZQuery[R1, E1, B]

    A symbolic alias for zipParRight.

  4. final def *>[R1 <: R, E1 >: E, B](that: ⇒ ZQuery[R1, E1, B])(implicit trace: Trace): ZQuery[R1, E1, B]

    A symbolic alias for zipRight.

  5. final def <&[R1 <: R, E1 >: E, B](that: ⇒ ZQuery[R1, E1, B])(implicit trace: Trace): ZQuery[R1, E1, A]

    A symbolic alias for zipParLeft.

  6. final def <&>[R1 <: R, E1 >: E, B](that: ⇒ ZQuery[R1, E1, B])(implicit zippable: Zippable[A, B], trace: Trace): ZQuery[R1, E1, Out]

    A symbolic alias for zipPar.

  7. final def <*[R1 <: R, E1 >: E, B](that: ⇒ ZQuery[R1, E1, B])(implicit trace: Trace): ZQuery[R1, E1, A]

    A symbolic alias for zipLeft.

  8. final def <*>[R1 <: R, E1 >: E, B](that: ⇒ ZQuery[R1, E1, B])(implicit zippable: Zippable[A, B], trace: Trace): ZQuery[R1, E1, Out]

    A symbolic alias for zip.

  9. final def ==(arg0: Any): Boolean
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  10. final def @@[R1 <: R](aspect: ⇒ DataSourceAspect[R1])(implicit trace: Trace): ZQuery[R1, E, A]

    Syntax for adding aspects.

  11. def absolve[E1 >: E, B](implicit ev: IsSubtypeOfOutput[A, Either[E1, B]], trace: Trace): ZQuery[R, E1, B]

    Returns a query which submerges the error case of Either into the error channel of the query

    Returns a query which submerges the error case of Either into the error channel of the query

    The inverse of ZQuery.either

  12. final def as[B](b: ⇒ B)(implicit trace: Trace): ZQuery[R, E, B]

    Maps the success value of this query to the specified constant value.

  13. final def asInstanceOf[T0]: T0
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  14. def asSomeError(implicit trace: Trace): ZQuery[R, Option[E], A]

    Lifts the error channel into a Some value for composition with other optional queries

  15. def cached(implicit trace: Trace): ZQuery[R, E, A]

    Enables caching for this query.

    Enables caching for this query. Note that caching is enabled by default so this will only be effective to enable caching in part of a larger query in which caching has been disabled.

  16. def catchAll[R1 <: R, E2, A1 >: A](h: (E) ⇒ ZQuery[R1, E2, A1])(implicit ev: CanFail[E], trace: Trace): ZQuery[R1, E2, A1]

    Recovers from all errors.

  17. def catchAllCause[R1 <: R, E2, A1 >: A](h: (Cause[E]) ⇒ ZQuery[R1, E2, A1])(implicit trace: Trace): ZQuery[R1, E2, A1]

    Recovers from all errors with provided Cause.

  18. def clone(): AnyRef
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  19. final def either(implicit ev: CanFail[E], trace: Trace): ZQuery[R, Nothing, Either[E, A]]

    Returns a query whose failure and success have been lifted into an Either.

    Returns a query whose failure and success have been lifted into an Either. The resulting query cannot fail, because the failure case has been exposed as part of the Either success case.

  20. final def ensuring[R1 <: R](finalizer: ⇒ ZQuery[R1, Nothing, Any])(implicit trace: Trace): ZQuery[R1, E, A]

    Ensures that if this query starts executing, the specified query will be executed immediately after this query completes execution, whether by success or failure.

  21. final def eq(arg0: AnyRef): Boolean
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  22. def equals(arg0: Any): Boolean
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  23. def finalize(): Unit
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  24. final def flatMap[R1 <: R, E1 >: E, B](f: (A) ⇒ ZQuery[R1, E1, B])(implicit trace: Trace): ZQuery[R1, E1, B]

    Returns a query that models execution of this query, followed by passing its result to the specified function that returns a query.

    Returns a query that models execution of this query, followed by passing its result to the specified function that returns a query. Requests composed with flatMap or combinators derived from it will be executed sequentially and will not be pipelined, though deduplication and caching of requests may still be applied.

  25. final def flatten[R1 <: R, E1 >: E, B](implicit ev: IsSubtypeOfOutput[A, ZQuery[R1, E1, B]], trace: Trace): ZQuery[R1, E1, B]

    Returns a query that performs the outer query first, followed by the inner query, yielding the value of the inner query.

    Returns a query that performs the outer query first, followed by the inner query, yielding the value of the inner query.

    This method can be used to "flatten" nested queries.

  26. final def fold[B](failure: (E) ⇒ B, success: (A) ⇒ B)(implicit ev: CanFail[E], trace: Trace): ZQuery[R, Nothing, B]

    Folds over the failed or successful result of this query to yield a query that does not fail, but succeeds with the value returned by the left or right function passed to fold.

  27. final def foldCauseQuery[R1 <: R, E1, B](failure: (Cause[E]) ⇒ ZQuery[R1, E1, B], success: (A) ⇒ ZQuery[R1, E1, B])(implicit trace: Trace): ZQuery[R1, E1, B]

    A more powerful version of foldQuery that allows recovering from any type of failure except interruptions.

  28. final def foldQuery[R1 <: R, E1, B](failure: (E) ⇒ ZQuery[R1, E1, B], success: (A) ⇒ ZQuery[R1, E1, B])(implicit ev: CanFail[E], trace: Trace): ZQuery[R1, E1, B]

    Recovers from errors by accepting one query to execute for the case of an error, and one query to execute for the case of success.

  29. final def getClass(): Class[_]
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  30. def hashCode(): Int
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  31. final def isInstanceOf[T0]: Boolean
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  32. final def left[B, C](implicit ev: IsSubtypeOfOutput[A, Either[B, C]], trace: Trace): ZQuery[R, Either[E, C], B]

    "Zooms in" on the value in the Left side of an Either, moving the possibility that the value is a Right to the error channel.

  33. final def map[B](f: (A) ⇒ B)(implicit trace: Trace): ZQuery[R, E, B]

    Maps the specified function over the successful result of this query.

  34. final def mapBoth[E1, B](f: (E) ⇒ E1, g: (A) ⇒ B)(implicit ev: CanFail[E], trace: Trace): ZQuery[R, E1, B]

    Returns a query whose failure and success channels have been mapped by the specified pair of functions, f and g.

  35. final def mapDataSources[R1 <: R](f: ⇒ DataSourceAspect[R1])(implicit trace: Trace): ZQuery[R1, E, A]

    Transforms all data sources with the specified data source aspect.

  36. final def mapError[E1](f: (E) ⇒ E1)(implicit ev: CanFail[E], trace: Trace): ZQuery[R, E1, A]

    Maps the specified function over the failed result of this query.

  37. def mapErrorCause[E2](h: (Cause[E]) ⇒ Cause[E2])(implicit trace: Trace): ZQuery[R, E2, A]

    Returns a query with its full cause of failure mapped using the specified function.

    Returns a query with its full cause of failure mapped using the specified function. This can be used to transform errors while preserving the original structure of Cause.

  38. final def mapZIO[R1 <: R, E1 >: E, B](f: (A) ⇒ ZIO[R1, E1, B])(implicit trace: Trace): ZQuery[R1, E1, B]

    Maps the specified effectual function over the result of this query.

  39. final def ne(arg0: AnyRef): Boolean
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  40. final def notify(): Unit
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    @native()
  41. final def notifyAll(): Unit
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  42. final def optional(implicit trace: Trace): ZQuery[R, E, Option[A]]

    Converts this query to one that returns Some if data sources return results for all requests received and None otherwise.

  43. final def orDie(implicit ev1: IsSubtypeOfError[E, Throwable], ev2: CanFail[E], trace: Trace): ZQuery[R, Nothing, A]

    Converts this query to one that dies if a query failure occurs.

  44. final def orDieWith(f: (E) ⇒ Throwable)(implicit ev: CanFail[E], trace: Trace): ZQuery[R, Nothing, A]

    Converts this query to one that dies if a query failure occurs, using the specified function to map the error to a Throwable.

  45. final def provideEnvironment(r: ⇒ Described[ZEnvironment[R]])(implicit trace: Trace): ZQuery[Any, E, A]

    Provides this query with its required environment.

  46. final def provideLayer[E1 >: E, R0](layer: ⇒ Described[ZLayer[R0, E1, R]])(implicit trace: Trace): ZQuery[R0, E1, A]

    Provides a layer to this query, which translates it to another level.

  47. final def provideSomeEnvironment[R0](f: ⇒ Described[(ZEnvironment[R0]) ⇒ ZEnvironment[R]])(implicit trace: Trace): ZQuery[R0, E, A]

    Provides this query with part of its required environment.

  48. final def provideSomeLayer[R0]: ProvideSomeLayer[R0, R, E, A]

    Splits the environment into two parts, providing one part using the specified layer and leaving the remainder R0.

  49. def race[R1 <: R, E1 >: E, A1 >: A](that: ⇒ ZQuery[R1, E1, A1])(implicit trace: Trace): ZQuery[R1, E1, A1]

    Races this query with the specified query, returning the result of the first to complete successfully and safely interrupting the other.

  50. def refineOrDie[E1](pf: PartialFunction[E, E1])(implicit ev1: IsSubtypeOfError[E, Throwable], ev2: CanFail[E], trace: Trace): ZQuery[R, E1, A]

    Keeps some of the errors, and terminates the query with the rest

  51. def refineOrDieWith[E1](pf: PartialFunction[E, E1])(f: (E) ⇒ Throwable)(implicit ev: CanFail[E], trace: Trace): ZQuery[R, E1, A]

    Keeps some of the errors, and terminates the query with the rest, using the specified function to convert the E into a Throwable.

  52. final def right[B, C](implicit ev: IsSubtypeOfOutput[A, Either[B, C]], trace: Trace): ZQuery[R, Either[B, E], C]

    "Zooms in" on the value in the Right side of an Either, moving the possibility that the value is a Left to the error channel.

  53. final def run(implicit trace: Trace): ZIO[R, E, A]

    Returns an effect that models executing this query.

  54. final def runCache(cache: ⇒ Cache)(implicit trace: Trace): ZIO[R, E, A]

    Returns an effect that models executing this query with the specified cache.

  55. final def runLog(implicit trace: Trace): ZIO[R, E, (Cache, A)]

    Returns an effect that models executing this query, returning the query result along with the cache.

  56. def sandbox(implicit trace: Trace): ZQuery[R, Cause[E], A]

    Expose the full cause of failure of this query

  57. def sandboxWith[R1 <: R, E2, B](f: (ZQuery[R1, Cause[E], A]) ⇒ ZQuery[R1, Cause[E2], B])(implicit trace: Trace): ZQuery[R1, E2, B]

    Companion helper to sandbox.

    Companion helper to sandbox. Allows recovery, and partial recovery, from errors and defects alike, as in:

  58. def some[B](implicit ev: IsSubtypeOfOutput[A, Option[B]], trace: Trace): ZQuery[R, Option[E], B]

    Extracts a Some value into the value channel while moving the None into the error channel for easier composition

    Extracts a Some value into the value channel while moving the None into the error channel for easier composition

    Inverse of ZQuery.unoption

  59. def someOrElse[B](default: ⇒ B)(implicit ev: <:<[A, Option[B]], trace: Trace): ZQuery[R, E, B]

    Extracts the optional value or succeeds with the given 'default' value.

  60. final def someOrElseZIO[B, R1 <: R, E1 >: E](default: ZQuery[R1, E1, B])(implicit ev: <:<[A, Option[B]], trace: Trace): ZQuery[R1, E1, B]

    Extracts the optional value or executes the given 'default' query.

  61. final def someOrFail[B, E1 >: E](e: ⇒ E1)(implicit ev: IsSubtypeOfOutput[A, Option[B]], trace: Trace): ZQuery[R, E1, B]

    Extracts the optional value or fails with the given error e.

  62. final def summarized[R1 <: R, E1 >: E, B, C](summary0: ZIO[R1, E1, B])(f: (B, B) ⇒ C)(implicit trace: Trace): ZQuery[R1, E1, (C, A)]

    Summarizes a query by computing some value before and after execution, and then combining the values to produce a summary, together with the result of execution.

  63. final def synchronized[T0](arg0: ⇒ T0): T0
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  64. final def timed(implicit trace: Trace): ZQuery[R, E, (zio.Duration, A)]

    Returns a new query that executes this one and times the execution.

  65. final def timeout(duration: ⇒ zio.Duration)(implicit trace: Trace): ZQuery[R, E, Option[A]]

    Returns an effect that will timeout this query, returning None if the timeout elapses before the query was completed.

  66. final def timeoutFail[E1 >: E](e: ⇒ E1)(duration: ⇒ zio.Duration)(implicit trace: Trace): ZQuery[R, E1, A]

    The same as timeout, but instead of producing a None in the event of timeout, it will produce the specified error.

  67. final def timeoutFailCause[E1 >: E](cause: ⇒ Cause[E1])(duration: ⇒ zio.Duration)(implicit trace: Trace): ZQuery[R, E1, A]

    The same as timeout, but instead of producing a None in the event of timeout, it will produce the specified failure.

  68. final def timeoutTo[B](b: ⇒ B): TimeoutTo[R, E, A, B]

    Returns a query that will timeout this query, returning either the default value if the timeout elapses before the query has completed or the result of applying the function f to the successful result of the query.

  69. def toString(): String
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  70. def uncached(implicit trace: Trace): ZQuery[R, E, A]

    Disables caching for this query.

  71. final def unleft[E1, B](implicit ev: IsSubtypeOfError[E, Either[E1, B]], trace: Trace): ZQuery[R, E1, Either[A, B]]

    Converts a ZQuery[R, Either[E, B], A] into a ZQuery[R, E, Either[A, B]].

    Converts a ZQuery[R, Either[E, B], A] into a ZQuery[R, E, Either[A, B]]. The inverse of left.

  72. final def unoption[E1](implicit ev: IsSubtypeOfError[E, Option[E1]], trace: Trace): ZQuery[R, E1, Option[A]]

    Converts an option on errors into an option on values.

  73. final def unrefine[E1 >: E](pf: PartialFunction[Throwable, E1])(implicit trace: Trace): ZQuery[R, E1, A]

    Takes some fiber failures and converts them into errors.

  74. final def unrefineTo[E1 >: E](implicit arg0: ClassTag[E1], trace: Trace): ZQuery[R, E1, A]

    Takes some fiber failures and converts them into errors.

  75. final def unrefineWith[E1](pf: PartialFunction[Throwable, E1])(f: (E) ⇒ E1)(implicit trace: Trace): ZQuery[R, E1, A]

    Takes some fiber failures and converts them into errors, using the specified function to convert the E into an E1.

  76. final def unright[E1, B](implicit ev: IsSubtypeOfError[E, Either[B, E1]], trace: Trace): ZQuery[R, E1, Either[B, A]]

    Converts a ZQuery[R, Either[B, E], A] into a ZQuery[R, E, Either[B, A]].

    Converts a ZQuery[R, Either[B, E], A] into a ZQuery[R, E, Either[B, A]]. The inverse of right.

  77. final def wait(): Unit
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  78. final def wait(arg0: Long, arg1: Int): Unit
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  79. final def wait(arg0: Long): Unit
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  80. final def zip[R1 <: R, E1 >: E, B](that: ⇒ ZQuery[R1, E1, B])(implicit zippable: Zippable[A, B], trace: Trace): ZQuery[R1, E1, Out]

    Returns a query that models the execution of this query and the specified query sequentially, combining their results into a tuple.

  81. final def zipBatched[R1 <: R, E1 >: E, B](that: ⇒ ZQuery[R1, E1, B])(implicit zippable: Zippable[A, B], trace: Trace): ZQuery[R1, E1, Out]

    Returns a query that models the execution of this query and the specified query, batching requests to data sources and combining their results into a tuple.

  82. final def zipBatchedLeft[R1 <: R, E1 >: E, B](that: ⇒ ZQuery[R1, E1, B])(implicit trace: Trace): ZQuery[R1, E1, A]

    Returns a query that models the execution of this query and the specified query, batching requests to data sources and returning the result of this query.

  83. final def zipBatchedRight[R1 <: R, E1 >: E, B](that: ⇒ ZQuery[R1, E1, B])(implicit trace: Trace): ZQuery[R1, E1, B]

    Returns a query that models the execution of this query and the specified query, batching requests to data sources and returning the result of the specified query.

  84. final def zipLeft[R1 <: R, E1 >: E, B](that: ⇒ ZQuery[R1, E1, B])(implicit trace: Trace): ZQuery[R1, E1, A]

    Returns a query that models the execution of this query and the specified query sequentially, returning the result of this query.

  85. final def zipPar[R1 <: R, E1 >: E, B](that: ⇒ ZQuery[R1, E1, B])(implicit zippable: Zippable[A, B], trace: Trace): ZQuery[R1, E1, Out]

    Returns a query that models the execution of this query and the specified query in parallel, combining their results into a tuple.

  86. final def zipParLeft[R1 <: R, E1 >: E, B](that: ⇒ ZQuery[R1, E1, B])(implicit trace: Trace): ZQuery[R1, E1, A]

    Returns a query that models the execution of this query and the specified query in parallel, returning the result of this query.

  87. final def zipParRight[R1 <: R, E1 >: E, B](that: ⇒ ZQuery[R1, E1, B])(implicit trace: Trace): ZQuery[R1, E1, B]

    Returns a query that models the execution of this query and the specified query in parallel, returning the result of the specified query.

  88. final def zipRight[R1 <: R, E1 >: E, B](that: ⇒ ZQuery[R1, E1, B])(implicit trace: Trace): ZQuery[R1, E1, B]

    Returns a query that models the execution of this query and the specified query sequentially, returning the result of the specified query.

  89. final def zipWith[R1 <: R, E1 >: E, B, C](that: ⇒ ZQuery[R1, E1, B])(f: (A, B) ⇒ C)(implicit trace: Trace): ZQuery[R1, E1, C]

    Returns a query that models the execution of this query and the specified query sequentially, combining their results with the specified function.

    Returns a query that models the execution of this query and the specified query sequentially, combining their results with the specified function. Requests composed with zipWith or combinators derived from it will automatically be pipelined.

  90. final def zipWithBatched[R1 <: R, E1 >: E, B, C](that: ⇒ ZQuery[R1, E1, B])(f: (A, B) ⇒ C)(implicit trace: Trace): ZQuery[R1, E1, C]

    Returns a query that models the execution of this query and the specified query, batching requests to data sources.

  91. final def zipWithPar[R1 <: R, E1 >: E, B, C](that: ⇒ ZQuery[R1, E1, B])(f: (A, B) ⇒ C)(implicit trace: Trace): ZQuery[R1, E1, C]

    Returns a query that models the execution of this query and the specified query in parallel, combining their results with the specified function.

    Returns a query that models the execution of this query and the specified query in parallel, combining their results with the specified function. Requests composed with zipWithPar or combinators derived from it will automatically be batched.

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