# Streaming / Pipeline / Dataflow Processing > Every term in this category is listed as one record, with its kind, its definition and its aliases, the principles whose relations name it, the principle or… Page: Ontology · Lexicon Canonical: https://banes-lab.com/ontology/lexicon#lexicon-category-streaming-pipeline-dataflow-processing Listed in [Ontology · Lexicon](https://banes-lab.com/api/pages/ontology/lexicon.md), after [SOLID / Object-Oriented Design](https://banes-lab.com/ontology/lexicon/lexicon-category-solid-object-oriented-design.md) and before [Structural Patterns](https://banes-lab.com/ontology/lexicon/lexicon-category-structural-patterns.md). Every term in this category is listed as one record, with its kind, its definition and its aliases, the principles whose relations name it, the principle or contract that carries the same name where one exists, and the layer its category belongs to. A tag category also gives each term an example, which is the file the tag places or the rename from a refused word onto a covering tag. ### Avoiding Unneeded Work - Kind: [capability](https://banes-lab.com/records/kind/capability.md) - Category: [Streaming / Pipeline / Dataflow Processing](https://banes-lab.com/ontology/lexicon/lexicon-category-streaming-pipeline-dataflow-processing.md) - Layer: [Execution Core](https://banes-lab.com/records/layer/execution-core.md) Details Definition The ability to skip computing results that are never used. Referenced by [Lazy Evaluation](https://banes-lab.com/records/architecture/lazy-evaluation.md) How it is checked Checked by [Lazy Evaluation](https://banes-lab.com/records/architecture/lazy-evaluation.md) Population The term's definition and every architecture edge that names the term Freshness A verdict stands until the definition, the term's kind or an edge that names it changes Refusal The resolution gate fails an edge that resolves to no term, and a definition that opens as another kind Observation The resolution validator's pass over every edge target and every definition opening Evidence Watched to fire and to accept: a suite plants a term no edge names, a dangling dependency and a second check home, and the bundled terms pass Authoritative side The term record, which every edge that names the term cites Depends on Not answered Shape it refuses Not answered ### Backtracking Algorithm - Kind: [technique](https://banes-lab.com/records/kind/technique.md) - Category: [Streaming / Pipeline / Dataflow Processing](https://banes-lab.com/ontology/lexicon/lexicon-category-streaming-pipeline-dataflow-processing.md) - Layer: [Execution Core](https://banes-lab.com/records/layer/execution-core.md) Details Definition A method that explores options and reverts to an earlier point when one fails, requiring the ability to look back. Referenced by [Forward-Only Processing](https://banes-lab.com/records/architecture/forward-only-processing.md) How it is checked Checked by the tension resolution with forward-only-processing Population The term's definition and every architecture edge that names the term Freshness A verdict stands until the definition, the term's kind or an edge that names it changes Refusal The resolution gate fails an edge that resolves to no term, and a definition that opens as another kind Observation The resolution validator's pass over every edge target and every definition opening Evidence Watched to fire and to accept: a suite plants a term no edge names, a dangling dependency and a second check home, and the bundled terms pass Authoritative side The term record, which every edge that names the term cites Depends on Not answered Shape it refuses Not answered ### Batch-Only Processing - Kind: [approach](https://banes-lab.com/records/kind/approach.md) - Category: [Streaming / Pipeline / Dataflow Processing](https://banes-lab.com/ontology/lexicon/lexicon-category-streaming-pipeline-dataflow-processing.md) - Layer: [Execution Core](https://banes-lab.com/records/layer/execution-core.md) Details Definition Processing data in scheduled batches rather than as a continuous low-latency stream. Referenced by [Streaming Architecture](https://banes-lab.com/records/architecture/streaming-architecture.md) How it is checked Checked by the tension resolution with streaming-architecture Population The term's definition and every architecture edge that names the term Freshness A verdict stands until the definition, the term's kind or an edge that names it changes Refusal The resolution gate fails an edge that resolves to no term, and a definition that opens as another kind Observation The resolution validator's pass over every edge target and every definition opening Evidence Watched to fire and to accept: a suite plants a term no edge names, a dangling dependency and a second check home, and the bundled terms pass Authoritative side The term record, which every edge that names the term cites Depends on Not answered Shape it refuses Not answered ### Bounded Aggregation over Unbounded Streams - Kind: [capability](https://banes-lab.com/records/kind/capability.md) - Category: [Streaming / Pipeline / Dataflow Processing](https://banes-lab.com/ontology/lexicon/lexicon-category-streaming-pipeline-dataflow-processing.md) - Layer: [Execution Core](https://banes-lab.com/records/layer/execution-core.md) Details Definition The ability to aggregate an endless stream by grouping its events into bounded windows. Referenced by [Windowing](https://banes-lab.com/records/architecture/windowing.md) How it is checked Checked by [Windowing](https://banes-lab.com/records/architecture/windowing.md) Population The term's definition and every architecture edge that names the term Freshness A verdict stands until the definition, the term's kind or an edge that names it changes Refusal The resolution gate fails an edge that resolves to no term, and a definition that opens as another kind Observation The resolution validator's pass over every edge target and every definition opening Evidence Watched to fire and to accept: a suite plants a term no edge names, a dangling dependency and a second check home, and the bundled terms pass Authoritative side The term record, which every edge that names the term cites Depends on Not answered Shape it refuses Not answered ### Bounded State - Kind: [quality-attribute](https://banes-lab.com/records/kind/quality-attribute.md) - Category: [Streaming / Pipeline / Dataflow Processing](https://banes-lab.com/ontology/lexicon/lexicon-category-streaming-pipeline-dataflow-processing.md) - Layer: [Execution Core](https://banes-lab.com/records/layer/execution-core.md) Details Definition The degree to which processing keeps its working state within a fixed bound regardless of input size. Referenced by [Windowing](https://banes-lab.com/records/architecture/windowing.md) How it is checked Checked by [Windowing](https://banes-lab.com/records/architecture/windowing.md) Population The term's definition and every architecture edge that names the term Freshness A verdict stands until the definition, the term's kind or an edge that names it changes Refusal The resolution gate fails an edge that resolves to no term, and a definition that opens as another kind Observation The resolution validator's pass over every edge target and every definition opening Evidence Watched to fire and to accept: a suite plants a term no edge names, a dangling dependency and a second check home, and the bundled terms pass Authoritative side The term record, which every edge that names the term cites Depends on Not answered Shape it refuses Not answered ### Complex Grammar/Global State - Kind: [quality-attribute](https://banes-lab.com/records/kind/quality-attribute.md) - Category: [Streaming / Pipeline / Dataflow Processing](https://banes-lab.com/ontology/lexicon/lexicon-category-streaming-pipeline-dataflow-processing.md) - Layer: [Execution Core](https://banes-lab.com/records/layer/execution-core.md) Details Definition The degree to which forbidding backtracking makes complex grammars or global-state logic hard to express. Referenced by [Forward-Only Processing](https://banes-lab.com/records/architecture/forward-only-processing.md) How it is checked Checked by the tension resolution with forward-only-processing Population The term's definition and every architecture edge that names the term Freshness A verdict stands until the definition, the term's kind or an edge that names it changes Refusal The resolution gate fails an edge that resolves to no term, and a definition that opens as another kind Observation The resolution validator's pass over every edge target and every definition opening Evidence Watched to fire and to accept: a suite plants a term no edge names, a dangling dependency and a second check home, and the bundled terms pass Authoritative side The term record, which every edge that names the term cites Depends on Not answered Shape it refuses Not answered ### Control-Flow-Centric Monolith - Kind: [anti-pattern](https://banes-lab.com/records/kind/anti-pattern.md) - Category: [Streaming / Pipeline / Dataflow Processing](https://banes-lab.com/ontology/lexicon/lexicon-category-streaming-pipeline-dataflow-processing.md) - Layer: [Execution Core](https://banes-lab.com/records/layer/execution-core.md) Details Definition A monolith driven by imperative control flow rather than data dependencies, so stages cannot run or scale independently. Referenced by [Dataflow Architecture](https://banes-lab.com/records/architecture/dataflow-architecture.md) How it is checked Checked by [Dataflow Architecture](https://banes-lab.com/records/architecture/dataflow-architecture.md) Population The term's definition and every architecture edge that names the term Freshness A verdict stands until the definition, the term's kind or an edge that names it changes Refusal The resolution gate fails an edge that resolves to no term, and a definition that opens as another kind Observation The resolution validator's pass over every edge target and every definition opening Evidence Watched to fire and to accept: a suite plants a term no edge names, a dangling dependency and a second check home, and the bundled terms pass Authoritative side The term record, which every edge that names the term cites Depends on Not answered Shape it refuses Not answered ### Data Dependencies - Kind: [constraint](https://banes-lab.com/records/kind/constraint.md) - Category: [Streaming / Pipeline / Dataflow Processing](https://banes-lab.com/ontology/lexicon/lexicon-category-streaming-pipeline-dataflow-processing.md) - Layer: [Execution Core](https://banes-lab.com/records/layer/execution-core.md) Details Definition The requirement that the data each stage needs from others be declared as explicit dependencies. Referenced by [Dataflow Architecture](https://banes-lab.com/records/architecture/dataflow-architecture.md) Distinct from [Stages](https://banes-lab.com/records/lexicon/stages.md): Data dependencies declare what each stage needs from others, while stages are the discrete steps themselves. How it is checked Checked by [Dataflow Architecture](https://banes-lab.com/records/architecture/dataflow-architecture.md) Population The term's definition and every architecture edge that names the term Freshness A verdict stands until the definition, the term's kind or an edge that names it changes Refusal The resolution gate fails an edge that resolves to no term, and a definition that opens as another kind Observation The resolution validator's pass over every edge target and every definition opening Evidence Watched to fire and to accept: a suite plants a term no edge names, a dangling dependency and a second check home, and the bundled terms pass Authoritative side The term record, which every edge that names the term cites Depends on Not answered Shape it refuses Not answered ### Debuggability/Resource Lifetime - Kind: [quality-attribute](https://banes-lab.com/records/kind/quality-attribute.md) - Category: [Streaming / Pipeline / Dataflow Processing](https://banes-lab.com/ontology/lexicon/lexicon-category-streaming-pipeline-dataflow-processing.md) - Layer: [Execution Core](https://banes-lab.com/records/layer/execution-core.md) Details Definition The degree to which deferring computation makes execution order harder to debug and resource lifetimes harder to reason about. Referenced by [Lazy Evaluation](https://banes-lab.com/records/architecture/lazy-evaluation.md) How it is checked Checked by the tension resolution with lazy-evaluation Population The term's definition and every architecture edge that names the term Freshness A verdict stands until the definition, the term's kind or an edge that names it changes Refusal The resolution gate fails an edge that resolves to no term, and a definition that opens as another kind Observation The resolution validator's pass over every edge target and every definition opening Evidence Watched to fire and to accept: a suite plants a term no edge names, a dangling dependency and a second check home, and the bundled terms pass Authoritative side The term record, which every edge that names the term cites Depends on Not answered Shape it refuses Not answered ### Deferred Execution Semantics - Kind: [constraint](https://banes-lab.com/records/kind/constraint.md) - Category: [Streaming / Pipeline / Dataflow Processing](https://banes-lab.com/ontology/lexicon/lexicon-category-streaming-pipeline-dataflow-processing.md) - Layer: [Execution Core](https://banes-lab.com/records/layer/execution-core.md) Details Definition The requirement that a computation's semantics defer its work until the result is demanded. Referenced by [Lazy Evaluation](https://banes-lab.com/records/architecture/lazy-evaluation.md) How it is checked Checked by [Lazy Evaluation](https://banes-lab.com/records/architecture/lazy-evaluation.md) Population The term's definition and every architecture edge that names the term Freshness A verdict stands until the definition, the term's kind or an edge that names it changes Refusal The resolution gate fails an edge that resolves to no term, and a definition that opens as another kind Observation The resolution validator's pass over every edge target and every definition opening Evidence Watched to fire and to accept: a suite plants a term no edge names, a dangling dependency and a second check home, and the bundled terms pass Authoritative side The term record, which every edge that names the term cites Depends on Not answered Shape it refuses Not answered ### Eager Full Materialization - Kind: [technique](https://banes-lab.com/records/kind/technique.md) - Category: [Streaming / Pipeline / Dataflow Processing](https://banes-lab.com/ontology/lexicon/lexicon-category-streaming-pipeline-dataflow-processing.md) - Layer: [Execution Core](https://banes-lab.com/records/layer/execution-core.md) Details Definition Computing and materializing a complete result up front, rather than deferring computation until parts are needed. Referenced by [Lazy Evaluation](https://banes-lab.com/records/architecture/lazy-evaluation.md) How it is checked Checked by the tension resolution with lazy-evaluation Population The term's definition and every architecture edge that names the term Freshness A verdict stands until the definition, the term's kind or an edge that names it changes Refusal The resolution gate fails an edge that resolves to no term, and a definition that opens as another kind Observation The resolution validator's pass over every edge target and every definition opening Evidence Watched to fire and to accept: a suite plants a term no edge names, a dangling dependency and a second check home, and the bundled terms pass Authoritative side The term record, which every edge that names the term cites Depends on Not answered Shape it refuses Not answered ### Error Propagation/Debugging - Kind: [quality-attribute](https://banes-lab.com/records/kind/quality-attribute.md) - Category: [Streaming / Pipeline / Dataflow Processing](https://banes-lab.com/ontology/lexicon/lexicon-category-streaming-pipeline-dataflow-processing.md) - Layer: [Execution Core](https://banes-lab.com/records/layer/execution-core.md) Details Definition The degree to which splitting work into pipeline stages makes an error harder to trace back to its origin. Referenced by [Pipeline Architecture](https://banes-lab.com/records/architecture/pipeline-architecture.md) How it is checked Checked by the tension resolution with pipeline-architecture Population The term's definition and every architecture edge that names the term Freshness A verdict stands until the definition, the term's kind or an edge that names it changes Refusal The resolution gate fails an edge that resolves to no term, and a definition that opens as another kind Observation The resolution validator's pass over every edge target and every definition opening Evidence Watched to fire and to accept: a suite plants a term no edge names, a dangling dependency and a second check home, and the bundled terms pass Authoritative side The term record, which every edge that names the term cites Depends on Not answered Shape it refuses Not answered ### Event Time - Kind: [artifact](https://banes-lab.com/records/kind/artifact.md) - Category: [Streaming / Pipeline / Dataflow Processing](https://banes-lab.com/ontology/lexicon/lexicon-category-streaming-pipeline-dataflow-processing.md) - Layer: [Execution Core](https://banes-lab.com/records/layer/execution-core.md) Details Definition The time at which an event occurred, carried on the event and used to assign it to a window. Referenced by [Windowing](https://banes-lab.com/records/architecture/windowing.md) How it is checked Checked by [Windowing](https://banes-lab.com/records/architecture/windowing.md) Population The term's definition and every architecture edge that names the term Freshness A verdict stands until the definition, the term's kind or an edge that names it changes Refusal The resolution gate fails an edge that resolves to no term, and a definition that opens as another kind Observation The resolution validator's pass over every edge target and every definition opening Evidence Watched to fire and to accept: a suite plants a term no edge names, a dangling dependency and a second check home, and the bundled terms pass Authoritative side The term record, which every edge that names the term cites Depends on Not answered Shape it refuses Not answered ### Fitness for Purpose - Kind: [quality-attribute](https://banes-lab.com/records/kind/quality-attribute.md) - Category: [Streaming / Pipeline / Dataflow Processing](https://banes-lab.com/ontology/lexicon/lexicon-category-streaming-pipeline-dataflow-processing.md) - Layer: [Execution Core](https://banes-lab.com/records/layer/execution-core.md) Details Definition The degree to which the chosen processing model matches the latency and volume the problem needs. Referenced by [Batch-vs-Stream](https://banes-lab.com/records/architecture/batch-vs-stream.md) How it is checked Checked by [Batch-vs-Stream](https://banes-lab.com/records/architecture/batch-vs-stream.md) Population The term's definition and every architecture edge that names the term Freshness A verdict stands until the definition, the term's kind or an edge that names it changes Refusal The resolution gate fails an edge that resolves to no term, and a definition that opens as another kind Observation The resolution validator's pass over every edge target and every definition opening Evidence Watched to fire and to accept: a suite plants a term no edge names, a dangling dependency and a second check home, and the bundled terms pass Authoritative side The term record, which every edge that names the term cites Depends on Not answered Shape it refuses Not answered ### Forward-Only State Model - Kind: [constraint](https://banes-lab.com/records/kind/constraint.md) - Category: [Streaming / Pipeline / Dataflow Processing](https://banes-lab.com/ontology/lexicon/lexicon-category-streaming-pipeline-dataflow-processing.md) - Layer: [Execution Core](https://banes-lab.com/records/layer/execution-core.md) Details Definition The requirement that processing keep only forward-moving state, never needing to revisit earlier input. Referenced by [Single-Pass Processing](https://banes-lab.com/records/architecture/single-pass-processing.md) How it is checked Checked by [Single-Pass Processing](https://banes-lab.com/records/architecture/single-pass-processing.md) Population The term's definition and every architecture edge that names the term Freshness A verdict stands until the definition, the term's kind or an edge that names it changes Refusal The resolution gate fails an edge that resolves to no term, and a definition that opens as another kind Observation The resolution validator's pass over every edge target and every definition opening Evidence Watched to fire and to accept: a suite plants a term no edge names, a dangling dependency and a second check home, and the bundled terms pass Authoritative side The term record, which every edge that names the term cites Depends on Not answered Shape it refuses Not answered ### Global Optimization - Kind: [quality-attribute](https://banes-lab.com/records/kind/quality-attribute.md) - Category: [Streaming / Pipeline / Dataflow Processing](https://banes-lab.com/ontology/lexicon/lexicon-category-streaming-pipeline-dataflow-processing.md) - Layer: [Execution Core](https://banes-lab.com/records/layer/execution-core.md) Details Definition The degree to which processing data in a single pass forgoes optimizations that need a full view of the data. Referenced by [Single-Pass Processing](https://banes-lab.com/records/architecture/single-pass-processing.md) How it is checked Checked by the tension resolution with single-pass-processing Population The term's definition and every architecture edge that names the term Freshness A verdict stands until the definition, the term's kind or an edge that names it changes Refusal The resolution gate fails an edge that resolves to no term, and a definition that opens as another kind Observation The resolution validator's pass over every edge target and every definition opening Evidence Watched to fire and to accept: a suite plants a term no edge names, a dangling dependency and a second check home, and the bundled terms pass Authoritative side The term record, which every edge that names the term cites Depends on Not answered Shape it refuses Not answered ### Large Data Processing - Kind: [capability](https://banes-lab.com/records/kind/capability.md) - Category: [Streaming / Pipeline / Dataflow Processing](https://banes-lab.com/ontology/lexicon/lexicon-category-streaming-pipeline-dataflow-processing.md) - Layer: [Execution Core](https://banes-lab.com/records/layer/execution-core.md) Details Definition The ability to process datasets larger than memory by reading them in order, a piece at a time. Referenced by [Sequential Access](https://banes-lab.com/records/architecture/sequential-access.md) How it is checked Checked by [Sequential Access](https://banes-lab.com/records/architecture/sequential-access.md) Population The term's definition and every architecture edge that names the term Freshness A verdict stands until the definition, the term's kind or an edge that names it changes Refusal The resolution gate fails an edge that resolves to no term, and a definition that opens as another kind Observation The resolution validator's pass over every edge target and every definition opening Evidence Watched to fire and to accept: a suite plants a term no edge names, a dangling dependency and a second check home, and the bundled terms pass Authoritative side The term record, which every edge that names the term cites Depends on Not answered Shape it refuses Not answered ### Late-Data Handling - Kind: [quality-attribute](https://banes-lab.com/records/kind/quality-attribute.md) - Category: [Streaming / Pipeline / Dataflow Processing](https://banes-lab.com/ontology/lexicon/lexicon-category-streaming-pipeline-dataflow-processing.md) - Layer: [Execution Core](https://banes-lab.com/records/layer/execution-core.md) Details Definition The degree to which windowing by event time must reckon with events that arrive after their window has closed. Referenced by [Windowing](https://banes-lab.com/records/architecture/windowing.md) How it is checked Checked by the tension resolution with windowing Population The term's definition and every architecture edge that names the term Freshness A verdict stands until the definition, the term's kind or an edge that names it changes Refusal The resolution gate fails an edge that resolves to no term, and a definition that opens as another kind Observation The resolution validator's pass over every edge target and every definition opening Evidence Watched to fire and to accept: a suite plants a term no edge names, a dangling dependency and a second check home, and the bundled terms pass Authoritative side The term record, which every edge that names the term cites Depends on Not answered Shape it refuses Not answered ### Latency Requirement Clarity - Kind: [constraint](https://banes-lab.com/records/kind/constraint.md) - Category: [Streaming / Pipeline / Dataflow Processing](https://banes-lab.com/ontology/lexicon/lexicon-category-streaming-pipeline-dataflow-processing.md) - Layer: [Execution Core](https://banes-lab.com/records/layer/execution-core.md) Details Definition The requirement that a workload's latency and freshness needs be made explicit before a processing model is chosen. Referenced by [Batch-vs-Stream](https://banes-lab.com/records/architecture/batch-vs-stream.md) How it is checked Checked by [Batch-vs-Stream](https://banes-lab.com/records/architecture/batch-vs-stream.md) Population The term's definition and every architecture edge that names the term Freshness A verdict stands until the definition, the term's kind or an edge that names it changes Refusal The resolution gate fails an edge that resolves to no term, and a definition that opens as another kind Observation The resolution validator's pass over every edge target and every definition opening Evidence Watched to fire and to accept: a suite plants a term no edge names, a dangling dependency and a second check home, and the bundled terms pass Authoritative side The term record, which every edge that names the term cites Depends on Not answered Shape it refuses Not answered ### Latency-Appropriate Processing Model - Kind: [capability](https://banes-lab.com/records/kind/capability.md) - Category: [Streaming / Pipeline / Dataflow Processing](https://banes-lab.com/ontology/lexicon/lexicon-category-streaming-pipeline-dataflow-processing.md) - Layer: [Execution Core](https://banes-lab.com/records/layer/execution-core.md) Details Definition The ability to choose batch or stream processing to match a workload's latency needs. Referenced by [Batch-vs-Stream](https://banes-lab.com/records/architecture/batch-vs-stream.md) How it is checked Checked by [Batch-vs-Stream](https://banes-lab.com/records/architecture/batch-vs-stream.md) Population The term's definition and every architecture edge that names the term Freshness A verdict stands until the definition, the term's kind or an edge that names it changes Refusal The resolution gate fails an edge that resolves to no term, and a definition that opens as another kind Observation The resolution validator's pass over every edge target and every definition opening Evidence Watched to fire and to accept: a suite plants a term no edge names, a dangling dependency and a second check home, and the bundled terms pass Authoritative side The term record, which every edge that names the term cites Depends on Not answered Shape it refuses Not answered ### Lookup Performance - Kind: [quality-attribute](https://banes-lab.com/records/kind/quality-attribute.md) - Category: [Streaming / Pipeline / Dataflow Processing](https://banes-lab.com/ontology/lexicon/lexicon-category-streaming-pipeline-dataflow-processing.md) - Layer: [Execution Core](https://banes-lab.com/records/layer/execution-core.md) Details Definition The degree to which reading strictly in sequence makes locating a specific item by key slow. Referenced by [Sequential Access](https://banes-lab.com/records/architecture/sequential-access.md) How it is checked Checked by the tension resolution with sequential-access Population The term's definition and every architecture edge that names the term Freshness A verdict stands until the definition, the term's kind or an edge that names it changes Refusal The resolution gate fails an edge that resolves to no term, and a definition that opens as another kind Observation The resolution validator's pass over every edge target and every definition opening Evidence Watched to fire and to accept: a suite plants a term no edge names, a dangling dependency and a second check home, and the bundled terms pass Authoritative side The term record, which every edge that names the term cites Depends on Not answered Shape it refuses Not answered ### Monolithic Processing Function - Kind: [anti-pattern](https://banes-lab.com/records/kind/anti-pattern.md) - Category: [Streaming / Pipeline / Dataflow Processing](https://banes-lab.com/ontology/lexicon/lexicon-category-streaming-pipeline-dataflow-processing.md) - Layer: [Execution Core](https://banes-lab.com/records/layer/execution-core.md) Details Definition One large function that performs every processing step at once, so stages cannot be tested or reused independently. Referenced by [Pipeline Architecture](https://banes-lab.com/records/architecture/pipeline-architecture.md) How it is checked Checked by [Pipeline Architecture](https://banes-lab.com/records/architecture/pipeline-architecture.md) Population The term's definition and every architecture edge that names the term Freshness A verdict stands until the definition, the term's kind or an edge that names it changes Refusal The resolution gate fails an edge that resolves to no term, and a definition that opens as another kind Observation The resolution validator's pass over every edge target and every definition opening Evidence Watched to fire and to accept: a suite plants a term no edge names, a dangling dependency and a second check home, and the bundled terms pass Authoritative side The term record, which every edge that names the term cites Depends on Not answered Shape it refuses Not answered ### Multi-Pass Full Materialization - Kind: [technique](https://banes-lab.com/records/kind/technique.md) - Category: [Streaming / Pipeline / Dataflow Processing](https://banes-lab.com/ontology/lexicon/lexicon-category-streaming-pipeline-dataflow-processing.md) - Layer: [Execution Core](https://banes-lab.com/records/layer/execution-core.md) Details Definition Loading a full dataset into memory and traversing it in multiple passes, rather than in a single streaming pass. Referenced by [Single-Pass Processing](https://banes-lab.com/records/architecture/single-pass-processing.md) How it is checked Checked by the tension resolution with single-pass-processing Population The term's definition and every architecture edge that names the term Freshness A verdict stands until the definition, the term's kind or an edge that names it changes Refusal The resolution gate fails an edge that resolves to no term, and a definition that opens as another kind Observation The resolution validator's pass over every edge target and every definition opening Evidence Watched to fire and to accept: a suite plants a term no edge names, a dangling dependency and a second check home, and the bundled terms pass Authoritative side The term record, which every edge that names the term cites Depends on Not answered Shape it refuses Not answered ### No Hidden State - Kind: [constraint](https://banes-lab.com/records/kind/constraint.md) - Category: [Streaming / Pipeline / Dataflow Processing](https://banes-lab.com/ontology/lexicon/lexicon-category-streaming-pipeline-dataflow-processing.md) - Layer: [Execution Core](https://banes-lab.com/records/layer/execution-core.md) Details Definition The requirement that a processor keep no state between invocations, so each call starts afresh from what it is given. Referenced by [Stateless Processing](https://banes-lab.com/records/architecture/stateless-processing.md) How it is checked Checked by [Stateless Processing](https://banes-lab.com/records/architecture/stateless-processing.md) Population The term's definition and every architecture edge that names the term Freshness A verdict stands until the definition, the term's kind or an edge that names it changes Refusal The resolution gate fails an edge that resolves to no term, and a definition that opens as another kind Observation The resolution validator's pass over every edge target and every definition opening Evidence Watched to fire and to accept: a suite plants a term no edge names, a dangling dependency and a second check home, and the bundled terms pass Authoritative side The term record, which every edge that names the term cites Depends on Not answered Shape it refuses Not answered ### One-Size-Fits-All Processing - Kind: [anti-pattern](https://banes-lab.com/records/kind/anti-pattern.md) - Category: [Streaming / Pipeline / Dataflow Processing](https://banes-lab.com/ontology/lexicon/lexicon-category-streaming-pipeline-dataflow-processing.md) - Layer: [Execution Core](https://banes-lab.com/records/layer/execution-core.md) Details Definition Forcing every workload through a single processing model regardless of its latency or volume needs. Referenced by [Batch-vs-Stream](https://banes-lab.com/records/architecture/batch-vs-stream.md) How it is checked Checked by [Batch-vs-Stream](https://banes-lab.com/records/architecture/batch-vs-stream.md) Population The term's definition and every architecture edge that names the term Freshness A verdict stands until the definition, the term's kind or an edge that names it changes Refusal The resolution gate fails an edge that resolves to no term, and a definition that opens as another kind Observation The resolution validator's pass over every edge target and every definition opening Evidence Watched to fire and to accept: a suite plants a term no edge names, a dangling dependency and a second check home, and the bundled terms pass Authoritative side The term record, which every edge that names the term cites Depends on Not answered Shape it refuses Not answered ### Operational Duplication - Kind: [quality-attribute](https://banes-lab.com/records/kind/quality-attribute.md) - Category: [Streaming / Pipeline / Dataflow Processing](https://banes-lab.com/ontology/lexicon/lexicon-category-streaming-pipeline-dataflow-processing.md) - Layer: [Execution Core](https://banes-lab.com/records/layer/execution-core.md) Details Definition The degree to which supporting both batch and streaming paths duplicates operational effort and code. Referenced by [Batch-vs-Stream](https://banes-lab.com/records/architecture/batch-vs-stream.md) How it is checked Checked by the tension resolution with batch-vs-stream Population The term's definition and every architecture edge that names the term Freshness A verdict stands until the definition, the term's kind or an edge that names it changes Refusal The resolution gate fails an edge that resolves to no term, and a definition that opens as another kind Observation The resolution validator's pass over every edge target and every definition opening Evidence Watched to fire and to accept: a suite plants a term no edge names, a dangling dependency and a second check home, and the bundled terms pass Authoritative side The term record, which every edge that names the term cites Depends on Not answered Shape it refuses Not answered ### Ordered Read Model - Kind: [constraint](https://banes-lab.com/records/kind/constraint.md) - Category: [Streaming / Pipeline / Dataflow Processing](https://banes-lab.com/ontology/lexicon/lexicon-category-streaming-pipeline-dataflow-processing.md) - Layer: [Execution Core](https://banes-lab.com/records/layer/execution-core.md) Details Definition The requirement that data be read in a fixed forward order rather than by arbitrary index. Referenced by [Sequential Access](https://banes-lab.com/records/architecture/sequential-access.md) How it is checked Checked by [Sequential Access](https://banes-lab.com/records/architecture/sequential-access.md) Population The term's definition and every architecture edge that names the term Freshness A verdict stands until the definition, the term's kind or an edge that names it changes Refusal The resolution gate fails an edge that resolves to no term, and a definition that opens as another kind Observation The resolution validator's pass over every edge target and every definition opening Evidence Watched to fire and to accept: a suite plants a term no edge names, a dangling dependency and a second check home, and the bundled terms pass Authoritative side The term record, which every edge that names the term cites Depends on Not answered Shape it refuses Not answered ### Ordering/State - Kind: [quality-attribute](https://banes-lab.com/records/kind/quality-attribute.md) - Category: [Streaming / Pipeline / Dataflow Processing](https://banes-lab.com/ontology/lexicon/lexicon-category-streaming-pipeline-dataflow-processing.md) - Layer: [Execution Core](https://banes-lab.com/records/layer/execution-core.md) Details Definition The degree to which processing an unbounded stream complicates preserving event order and bounded state. Referenced by [Streaming Architecture](https://banes-lab.com/records/architecture/streaming-architecture.md) How it is checked Checked by the tension resolution with streaming-architecture Population The term's definition and every architecture edge that names the term Freshness A verdict stands until the definition, the term's kind or an edge that names it changes Refusal The resolution gate fails an edge that resolves to no term, and a definition that opens as another kind Observation The resolution validator's pass over every edge target and every definition opening Evidence Watched to fire and to accept: a suite plants a term no edge names, a dangling dependency and a second check home, and the bundled terms pass Authoritative side The term record, which every edge that names the term cites Depends on Not answered Shape it refuses Not answered ### Parallel Branch Processing - Kind: [capability](https://banes-lab.com/records/kind/capability.md) - Category: [Streaming / Pipeline / Dataflow Processing](https://banes-lab.com/ontology/lexicon/lexicon-category-streaming-pipeline-dataflow-processing.md) - Layer: [Execution Core](https://banes-lab.com/records/layer/execution-core.md) Details Definition The ability to process independent branches of work simultaneously across workers. Referenced by [Fan-out/Fan-in](https://banes-lab.com/records/architecture/fan-out-fan-in.md) Distinct from [Result Aggregation](https://banes-lab.com/records/lexicon/result-aggregation.md): Parallel branch processing fans work out, while result aggregation brings the outputs back into one. How it is checked Checked by [Fan-out/Fan-in](https://banes-lab.com/records/architecture/fan-out-fan-in.md) Population The term's definition and every architecture edge that names the term Freshness A verdict stands until the definition, the term's kind or an edge that names it changes Refusal The resolution gate fails an edge that resolves to no term, and a definition that opens as another kind Observation The resolution validator's pass over every edge target and every definition opening Evidence Watched to fire and to accept: a suite plants a term no edge names, a dangling dependency and a second check home, and the bundled terms pass Authoritative side The term record, which every edge that names the term cites Depends on Not answered Shape it refuses Not answered ### Parallel Processing - Kind: [capability](https://banes-lab.com/records/kind/capability.md) - Category: [Streaming / Pipeline / Dataflow Processing](https://banes-lab.com/ontology/lexicon/lexicon-category-streaming-pipeline-dataflow-processing.md) - Layer: [Execution Core](https://banes-lab.com/records/layer/execution-core.md) Details Definition The ability to process many records at once because each is handled independently of the others. Referenced by [Stateless Processing](https://banes-lab.com/records/architecture/stateless-processing.md) How it is checked Checked by [Stateless Processing](https://banes-lab.com/records/architecture/stateless-processing.md) Population The term's definition and every architecture edge that names the term Freshness A verdict stands until the definition, the term's kind or an edge that names it changes Refusal The resolution gate fails an edge that resolves to no term, and a definition that opens as another kind Observation The resolution validator's pass over every edge target and every definition opening Evidence Watched to fire and to accept: a suite plants a term no edge names, a dangling dependency and a second check home, and the bundled terms pass Authoritative side The term record, which every edge that names the term cites Depends on Not answered Shape it refuses Not answered ### Parallel/Stream Processing - Kind: [capability](https://banes-lab.com/records/kind/capability.md) - Category: [Streaming / Pipeline / Dataflow Processing](https://banes-lab.com/ontology/lexicon/lexicon-category-streaming-pipeline-dataflow-processing.md) - Layer: [Execution Core](https://banes-lab.com/records/layer/execution-core.md) Details Definition The ability to run independent stages in parallel or stream data between them as it is produced. Referenced by [Dataflow Architecture](https://banes-lab.com/records/architecture/dataflow-architecture.md) How it is checked Checked by [Dataflow Architecture](https://banes-lab.com/records/architecture/dataflow-architecture.md) Population The term's definition and every architecture edge that names the term Freshness A verdict stands until the definition, the term's kind or an edge that names it changes Refusal The resolution gate fails an edge that resolves to no term, and a definition that opens as another kind Observation The resolution validator's pass over every edge target and every definition opening Evidence Watched to fire and to accept: a suite plants a term no edge names, a dangling dependency and a second check home, and the bundled terms pass Authoritative side The term record, which every edge that names the term cites Depends on Not answered Shape it refuses Not answered ### Random Access Requirement - Kind: [constraint](https://banes-lab.com/records/kind/constraint.md) - Category: [Streaming / Pipeline / Dataflow Processing](https://banes-lab.com/ontology/lexicon/lexicon-category-streaming-pipeline-dataflow-processing.md) - Layer: [Execution Core](https://banes-lab.com/records/layer/execution-core.md) Details Definition A need to read arbitrary items by position or key on demand rather than strictly in sequence. Referenced by [Sequential Access](https://banes-lab.com/records/architecture/sequential-access.md) How it is checked Checked by the tension resolution with sequential-access Population The term's definition and every architecture edge that names the term Freshness A verdict stands until the definition, the term's kind or an edge that names it changes Refusal The resolution gate fails an edge that resolves to no term, and a definition that opens as another kind Observation The resolution validator's pass over every edge target and every definition opening Evidence Watched to fire and to accept: a suite plants a term no edge names, a dangling dependency and a second check home, and the bundled terms pass Authoritative side The term record, which every edge that names the term cites Depends on Not answered Shape it refuses Not answered ### Result Aggregation - Kind: [capability](https://banes-lab.com/records/kind/capability.md) - Category: [Streaming / Pipeline / Dataflow Processing](https://banes-lab.com/ontology/lexicon/lexicon-category-streaming-pipeline-dataflow-processing.md) - Layer: [Execution Core](https://banes-lab.com/records/layer/execution-core.md) Details Definition The ability to combine the outputs of parallel branches back into a single result. Referenced by [Fan-out/Fan-in](https://banes-lab.com/records/architecture/fan-out-fan-in.md) How it is checked Checked by [Fan-out/Fan-in](https://banes-lab.com/records/architecture/fan-out-fan-in.md) Population The term's definition and every architecture edge that names the term Freshness A verdict stands until the definition, the term's kind or an edge that names it changes Refusal The resolution gate fails an edge that resolves to no term, and a definition that opens as another kind Observation The resolution validator's pass over every edge target and every definition opening Evidence Watched to fire and to accept: a suite plants a term no edge names, a dangling dependency and a second check home, and the bundled terms pass Authoritative side The term record, which every edge that names the term cites Depends on Not answered Shape it refuses Not answered ### Serial Item Processing - Kind: [approach](https://banes-lab.com/records/kind/approach.md) - Category: [Streaming / Pipeline / Dataflow Processing](https://banes-lab.com/ontology/lexicon/lexicon-category-streaming-pipeline-dataflow-processing.md) - Layer: [Execution Core](https://banes-lab.com/records/layer/execution-core.md) Details Definition Processing independent items one at a time in sequence, rather than in parallel. Referenced by [Fan-out/Fan-in](https://banes-lab.com/records/architecture/fan-out-fan-in.md) How it is checked Checked by the tension resolution with fan-out-fan-in Population The term's definition and every architecture edge that names the term Freshness A verdict stands until the definition, the term's kind or an edge that names it changes Refusal The resolution gate fails an edge that resolves to no term, and a definition that opens as another kind Observation The resolution validator's pass over every edge target and every definition opening Evidence Watched to fire and to accept: a suite plants a term no edge names, a dangling dependency and a second check home, and the bundled terms pass Authoritative side The term record, which every edge that names the term cites Depends on Not answered Shape it refuses Not answered ### Stage Contracts - Kind: [constraint](https://banes-lab.com/records/kind/constraint.md) - Category: [Streaming / Pipeline / Dataflow Processing](https://banes-lab.com/ontology/lexicon/lexicon-category-streaming-pipeline-dataflow-processing.md) - Layer: [Execution Core](https://banes-lab.com/records/layer/execution-core.md) Details Definition The requirement that each pipeline stage declare a typed contract for what it consumes and produces. Referenced by [Pipeline Architecture](https://banes-lab.com/records/architecture/pipeline-architecture.md) How it is checked Checked by [Pipeline Architecture](https://banes-lab.com/records/architecture/pipeline-architecture.md) Population The term's definition and every architecture edge that names the term Freshness A verdict stands until the definition, the term's kind or an edge that names it changes Refusal The resolution gate fails an edge that resolves to no term, and a definition that opens as another kind Observation The resolution validator's pass over every edge target and every definition opening Evidence Watched to fire and to accept: a suite plants a term no edge names, a dangling dependency and a second check home, and the bundled terms pass Authoritative side The term record, which every edge that names the term cites Depends on Not answered Shape it refuses Not answered ### Stages - Kind: [constraint](https://banes-lab.com/records/kind/constraint.md) - Category: [Streaming / Pipeline / Dataflow Processing](https://banes-lab.com/ontology/lexicon/lexicon-category-streaming-pipeline-dataflow-processing.md) - Layer: [Execution Core](https://banes-lab.com/records/layer/execution-core.md) Details Definition The requirement that processing be decomposed into discrete stages connected by data flow. Referenced by [Dataflow Architecture](https://banes-lab.com/records/architecture/dataflow-architecture.md) How it is checked Checked by [Dataflow Architecture](https://banes-lab.com/records/architecture/dataflow-architecture.md) Population The term's definition and every architecture edge that names the term Freshness A verdict stands until the definition, the term's kind or an edge that names it changes Refusal The resolution gate fails an edge that resolves to no term, and a definition that opens as another kind Observation The resolution validator's pass over every edge target and every definition opening Evidence Watched to fire and to accept: a suite plants a term no edge names, a dangling dependency and a second check home, and the bundled terms pass Authoritative side The term record, which every edge that names the term cites Depends on Not answered Shape it refuses Not answered ### State Coordination - Kind: [quality-attribute](https://banes-lab.com/records/kind/quality-attribute.md) - Category: [Streaming / Pipeline / Dataflow Processing](https://banes-lab.com/ontology/lexicon/lexicon-category-streaming-pipeline-dataflow-processing.md) - Layer: [Execution Core](https://banes-lab.com/records/layer/execution-core.md) Details Definition The degree to which a data-driven design must still coordinate shared state across concurrent stages. Referenced by [Dataflow Architecture](https://banes-lab.com/records/architecture/dataflow-architecture.md) How it is checked Checked by the tension resolution with dataflow-architecture Population The term's definition and every architecture edge that names the term Freshness A verdict stands until the definition, the term's kind or an edge that names it changes Refusal The resolution gate fails an edge that resolves to no term, and a definition that opens as another kind Observation The resolution validator's pass over every edge target and every definition opening Evidence Watched to fire and to accept: a suite plants a term no edge names, a dangling dependency and a second check home, and the bundled terms pass Authoritative side The term record, which every edge that names the term cites Depends on Not answered Shape it refuses Not answered ### Stateful Business Rules - Kind: [quality-attribute](https://banes-lab.com/records/kind/quality-attribute.md) - Category: [Streaming / Pipeline / Dataflow Processing](https://banes-lab.com/ontology/lexicon/lexicon-category-streaming-pipeline-dataflow-processing.md) - Layer: [Execution Core](https://banes-lab.com/records/layer/execution-core.md) Details Definition The degree to which rules that inherently depend on accumulated state resist a purely stateless design. Referenced by [Stateless Processing](https://banes-lab.com/records/architecture/stateless-processing.md) How it is checked Checked by the tension resolution with stateless-processing Population The term's definition and every architecture edge that names the term Freshness A verdict stands until the definition, the term's kind or an edge that names it changes Refusal The resolution gate fails an edge that resolves to no term, and a definition that opens as another kind Observation The resolution validator's pass over every edge target and every definition opening Evidence Watched to fire and to accept: a suite plants a term no edge names, a dangling dependency and a second check home, and the bundled terms pass Authoritative side The term record, which every edge that names the term cites Depends on Not answered Shape it refuses Not answered ### Stateful Hidden Accumulation - Kind: [anti-pattern](https://banes-lab.com/records/kind/anti-pattern.md) - Category: [Streaming / Pipeline / Dataflow Processing](https://banes-lab.com/ontology/lexicon/lexicon-category-streaming-pipeline-dataflow-processing.md) - Layer: [Execution Core](https://banes-lab.com/records/layer/execution-core.md) Details Definition Accumulating state inside a processor across records, so results depend on invisible history. Referenced by [Stateless Processing](https://banes-lab.com/records/architecture/stateless-processing.md) How it is checked Checked by [Stateless Processing](https://banes-lab.com/records/architecture/stateless-processing.md) Population The term's definition and every architecture edge that names the term Freshness A verdict stands until the definition, the term's kind or an edge that names it changes Refusal The resolution gate fails an edge that resolves to no term, and a definition that opens as another kind Observation The resolution validator's pass over every edge target and every definition opening Evidence Watched to fire and to accept: a suite plants a term no edge names, a dangling dependency and a second check home, and the bundled terms pass Authoritative side The term record, which every edge that names the term cites Depends on Not answered Shape it refuses Not answered ### Stepwise Transformation - Kind: [capability](https://banes-lab.com/records/kind/capability.md) - Category: [Streaming / Pipeline / Dataflow Processing](https://banes-lab.com/ontology/lexicon/lexicon-category-streaming-pipeline-dataflow-processing.md) - Layer: [Execution Core](https://banes-lab.com/records/layer/execution-core.md) Details Definition The ability to transform data through a sequence of small, composable stages. Referenced by [Pipeline Architecture](https://banes-lab.com/records/architecture/pipeline-architecture.md) How it is checked Checked by [Pipeline Architecture](https://banes-lab.com/records/architecture/pipeline-architecture.md) Population The term's definition and every architecture edge that names the term Freshness A verdict stands until the definition, the term's kind or an edge that names it changes Refusal The resolution gate fails an edge that resolves to no term, and a definition that opens as another kind Observation The resolution validator's pass over every edge target and every definition opening Evidence Watched to fire and to accept: a suite plants a term no edge names, a dangling dependency and a second check home, and the bundled terms pass Authoritative side The term record, which every edge that names the term cites Depends on Not answered Shape it refuses Not answered ### Streaming - Kind: [capability](https://banes-lab.com/records/kind/capability.md) - Category: [Streaming / Pipeline / Dataflow Processing](https://banes-lab.com/ontology/lexicon/lexicon-category-streaming-pipeline-dataflow-processing.md) - Layer: [Execution Core](https://banes-lab.com/records/layer/execution-core.md) Details Definition The ability to process data continuously as it arrives rather than in complete batches. Referenced by [Pipeline Architecture](https://banes-lab.com/records/architecture/pipeline-architecture.md) How it is checked Checked by [Pipeline Architecture](https://banes-lab.com/records/architecture/pipeline-architecture.md) Population The term's definition and every architecture edge that names the term Freshness A verdict stands until the definition, the term's kind or an edge that names it changes Refusal The resolution gate fails an edge that resolves to no term, and a definition that opens as another kind Observation The resolution validator's pass over every edge target and every definition opening Evidence Watched to fire and to accept: a suite plants a term no edge names, a dangling dependency and a second check home, and the bundled terms pass Authoritative side The term record, which every edge that names the term cites Depends on Not answered Shape it refuses Not answered ### Streaming Parsers - Kind: [capability](https://banes-lab.com/records/kind/capability.md) - Category: [Streaming / Pipeline / Dataflow Processing](https://banes-lab.com/ontology/lexicon/lexicon-category-streaming-pipeline-dataflow-processing.md) - Layer: [Execution Core](https://banes-lab.com/records/layer/execution-core.md) Details Definition The ability to parse input incrementally as it streams in, without buffering the whole document. Referenced by [Forward-Only Processing](https://banes-lab.com/records/architecture/forward-only-processing.md) How it is checked Checked by [Forward-Only Processing](https://banes-lab.com/records/architecture/forward-only-processing.md) Population The term's definition and every architecture edge that names the term Freshness A verdict stands until the definition, the term's kind or an edge that names it changes Refusal The resolution gate fails an edge that resolves to no term, and a definition that opens as another kind Observation The resolution validator's pass over every edge target and every definition opening Evidence Watched to fire and to accept: a suite plants a term no edge names, a dangling dependency and a second check home, and the bundled terms pass Authoritative side The term record, which every edge that names the term cites Depends on Not answered Shape it refuses Not answered ### Unbounded Accumulation - Kind: [anti-pattern](https://banes-lab.com/records/kind/anti-pattern.md) - Category: [Streaming / Pipeline / Dataflow Processing](https://banes-lab.com/ontology/lexicon/lexicon-category-streaming-pipeline-dataflow-processing.md) - Layer: [Execution Core](https://banes-lab.com/records/layer/execution-core.md) Details Definition Aggregating an endless stream into ever-growing state that eventually exhausts memory. Referenced by [Windowing](https://banes-lab.com/records/architecture/windowing.md) How it is checked Checked by [Windowing](https://banes-lab.com/records/architecture/windowing.md) Population The term's definition and every architecture edge that names the term Freshness A verdict stands until the definition, the term's kind or an edge that names it changes Refusal The resolution gate fails an edge that resolves to no term, and a definition that opens as another kind Observation The resolution validator's pass over every edge target and every definition opening Evidence Watched to fire and to accept: a suite plants a term no edge names, a dangling dependency and a second check home, and the bundled terms pass Authoritative side The term record, which every edge that names the term cites Depends on Not answered Shape it refuses Not answered ## Links to - [capability](https://banes-lab.com/records/kind/capability.md) - [Execution Core](https://banes-lab.com/records/layer/execution-core.md) - [Lazy Evaluation](https://banes-lab.com/records/architecture/lazy-evaluation.md) - [technique](https://banes-lab.com/records/kind/technique.md) - [Forward-Only Processing](https://banes-lab.com/records/architecture/forward-only-processing.md) - [approach](https://banes-lab.com/records/kind/approach.md) - [Streaming Architecture](https://banes-lab.com/records/architecture/streaming-architecture.md) - [Windowing](https://banes-lab.com/records/architecture/windowing.md) - [quality-attribute](https://banes-lab.com/records/kind/quality-attribute.md) - [anti-pattern](https://banes-lab.com/records/kind/anti-pattern.md) - [Dataflow Architecture](https://banes-lab.com/records/architecture/dataflow-architecture.md) - [constraint](https://banes-lab.com/records/kind/constraint.md) - [Stages](https://banes-lab.com/records/lexicon/stages.md) - [Pipeline Architecture](https://banes-lab.com/records/architecture/pipeline-architecture.md) - [artifact](https://banes-lab.com/records/kind/artifact.md) - [Batch-vs-Stream](https://banes-lab.com/records/architecture/batch-vs-stream.md) - [Single-Pass Processing](https://banes-lab.com/records/architecture/single-pass-processing.md) - [Sequential Access](https://banes-lab.com/records/architecture/sequential-access.md) - [Stateless Processing](https://banes-lab.com/records/architecture/stateless-processing.md) - [Fan-out/Fan-in](https://banes-lab.com/records/architecture/fan-out-fan-in.md) - [Result Aggregation](https://banes-lab.com/records/lexicon/result-aggregation.md)