https://github.com/kaskada-ai/kaskada

Modern, open-source event-processing

https://github.com/kaskada-ai/kaskada

Science Score: 13.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • CITATION.cff file
  • codemeta.json file
    Found codemeta.json file
  • .zenodo.json file
  • DOI references
  • Academic publication links
  • Academic email domains
  • Institutional organization owner
  • JOSS paper metadata
  • Scientific vocabulary similarity
    Low similarity (12.3%) to scientific vocabulary

Keywords

cep complex-event-processing data-science event-processing olap-engine streaming
Last synced: 6 months ago · JSON representation

Repository

Modern, open-source event-processing

Basic Info
  • Host: GitHub
  • Owner: kaskada-ai
  • License: apache-2.0
  • Language: Rust
  • Default Branch: main
  • Homepage: https://kaskada.io/
  • Size: 111 MB
Statistics
  • Stars: 355
  • Watchers: 3
  • Forks: 15
  • Open Issues: 111
  • Releases: 53
Topics
cep complex-event-processing data-science event-processing olap-engine streaming
Created about 3 years ago · Last pushed over 2 years ago
Metadata Files
Readme Contributing License Code of conduct

README.md

Kaskada: Modern, open-source event-processing

Python CI Rust CI (Nightly) Notebooks CI

kaskada.io | Docs

Kaskada is a unified event processing engine that provides all the power of stateful stream processing in a high-level, declarative query language designed specifically for reasoning about events in bulk and in real time.

Kaskada's query language builds on the best features of SQL to provide a more expressive way to compute over events. Queries are simple and declarative. Unlike SQL, they are also concise, composable, and designed for processing events. By focusing on the event-processing use case, Kaskada's query language makes it easier to reason about when things happen, state at specific points in time, and how results change over time.

Kaskada is implemented as a modern compute engine designed for processing events in bulk or real-time. Written in Rust and built on Apache Arrow, Kaskada can compute most workloads without the complexity and overhead of distributed execution.

Read more at kaskada.io. See the docs to get started.

Features

  • Stateful aggregations: Aggregate events to produce a continuous timestream whose value can be observed at arbitrary points in time.
  • Automatic joins: Every expression is associated with an “entity”, allowing tables and expressions to be automatically joined. Entities eliminate redundant boilerplate code.
  • Event-based windowing: Collect events as you move through time, and aggregate them with respect to other events. Ordered aggregation makes it easy to describe temporal interactions.
  • Pipelined operations: Pipe syntax allows multiple operations to be chained together. Write your operations in the same order you think about them. It's timestreams all the way down, making it easy to aggregate the results of aggregations.
  • Row generators: Pivot from events to time-series. Unlike grouped aggregates, generators produce rows even when there's no input, allowing you to react when something doesn't happen.
  • Continuous expressions: Observe the value of aggregations at arbitrary points in time. Timestreams are either “discrete” (instantaneous values or events) or “continuous” (values produced by a stateful aggregations). Continuous timestreams let you combine aggregates computed from different event sources.
  • Native time travel: Shift values forward (but not backward) in time, allowing you to combine different temporal contexts without the risk of temporal leakage. Shifted values make it easy to compare a value “now” to a value from the past.
  • Simple, composable syntax: It is functions all the way down. No global state, no dependencies to manage, and no spooky action at a distance. Quickly understand what a query is doing, and painlessly refactor to make it DRY.

Join Us!

We're building an active, inclusive community of users and contributors. Come get to know us on Slack - we'd love to meet you!

For specific problems, file an issue.

Discussion and Development

Most development discussions take place on GitHub in this repo.

Contributing

All contributions -- issues, fixes, documentation improvements, features and ideas -- are welcome.

See CONTRIBUTING.md for more details.

Owner

  • Name: Kaskada
  • Login: kaskada-ai
  • Kind: organization

GitHub Events

Total
  • Watch event: 10
  • Fork event: 2
Last Year
  • Watch event: 10
  • Fork event: 2

Issues and Pull Requests

Last synced: about 2 years ago

All Time
  • Total issues: 163
  • Total pull requests: 237
  • Average time to close issues: 12 days
  • Average time to close pull requests: 2 days
  • Total issue authors: 9
  • Total pull request authors: 7
  • Average comments per issue: 1.75
  • Average comments per pull request: 0.43
  • Merged pull requests: 199
  • Bot issues: 0
  • Bot pull requests: 0
Past Year
  • Issues: 163
  • Pull requests: 237
  • Average time to close issues: 12 days
  • Average time to close pull requests: 2 days
  • Issue authors: 9
  • Pull request authors: 7
  • Average comments per issue: 1.75
  • Average comments per pull request: 0.43
  • Merged pull requests: 199
  • Bot issues: 0
  • Bot pull requests: 0
Top Authors
Issue Authors
  • jordanrfrazier (29)
  • bjchambers (18)
  • kerinin (18)
  • epinzur (13)
  • kevinjnguyen (4)
  • therapon (4)
  • jbellis (3)
  • stinkymatt (1)
  • jeffbanks (1)
Pull Request Authors
  • bjchambers (69)
  • jordanrfrazier (43)
  • epinzur (30)
  • kevinjnguyen (22)
  • kerinin (8)
  • therapon (6)
  • preesrinivasan (1)
Top Labels
Issue Labels
enhancement (30) bug (28) p2 (22) user-study (13) p1 (12) sparrow (10) documentation (6) p0 (4) python (3) pending (2) quick-fix (2) refactor (2) build (1) CLI (1)
Pull Request Labels
cla-signed (138) sparrow (71) enhancement (44) documentation (32) build (31) refactor (14) bug (13) wren (11) python (9) release (2) test (2) proto (1)

Packages

  • Total packages: 5
  • Total downloads: unknown
  • Total dependent packages: 0
    (may contain duplicates)
  • Total dependent repositories: 3
    (may contain duplicates)
  • Total versions: 245
proxy.golang.org: github.com/kaskada-ai/kaskada/gen/proto/go
  • Versions: 65
  • Dependent Packages: 0
  • Dependent Repositories: 1
Rankings
Stargazers count: 3.4%
Dependent repos count: 4.8%
Average: 6.1%
Forks count: 7.7%
Dependent packages count: 8.5%
Last synced: 7 months ago
proxy.golang.org: github.com/kaskada-ai/kaskada/tests/integration/shared
  • Versions: 47
  • Dependent Packages: 0
  • Dependent Repositories: 1
Rankings
Stargazers count: 3.4%
Dependent repos count: 4.8%
Average: 6.1%
Forks count: 7.7%
Dependent packages count: 8.5%
Last synced: 8 months ago
proxy.golang.org: github.com/kaskada-ai/kaskada/wren
  • Versions: 125
  • Dependent Packages: 0
  • Dependent Repositories: 1
Rankings
Stargazers count: 3.4%
Dependent repos count: 4.8%
Average: 6.1%
Forks count: 7.7%
Dependent packages count: 8.5%
Last synced: 7 months ago
proxy.golang.org: github.com/kaskada-ai/kaskada
  • Versions: 8
  • Dependent Packages: 0
  • Dependent Repositories: 0
Rankings
Stargazers count: 3.1%
Forks count: 5.7%
Average: 7.1%
Dependent packages count: 8.9%
Dependent repos count: 10.6%
Last synced: 6 months ago
proxy.golang.org: github.com/kaskada-ai/kaskada/clients/cli
  • Versions: 0
  • Dependent Packages: 0
  • Dependent Repositories: 0
Rankings
Dependent packages count: 8.9%
Average: 9.5%
Dependent repos count: 10.0%
Last synced: 8 months ago

Dependencies

.github/workflows/ci_label_checker.yml actions
  • docker://agilepathway/pull-request-label-checker latest composite
.github/workflows/ci_notebooks.yml actions
  • ResearchSoftwareActions/EnsureCleanNotebooksAction 1.1 composite
  • actions/checkout v3 composite
.github/workflows/ci_python.yml actions
  • actions/checkout v2 composite
  • actions/checkout v3 composite
  • actions/deploy-pages v2 composite
  • actions/setup-python v4 composite
  • actions/upload-pages-artifact v2 composite
  • messense/maturin-action v1 composite
.github/workflows/ci_with_rust_nightly.yml actions
  • Swatinem/rust-cache ce325b60658c1b38465c06cc965b79baf32c1e72 composite
  • actions-rs/cargo v1 composite
  • actions-rs/clippy-check v1 composite
  • actions-rs/toolchain v1 composite
  • actions/checkout v3 composite
  • awalsh128/cache-apt-pkgs-action latest composite
.github/workflows/pr_labeler.yml actions
  • release-drafter/release-drafter v5 composite
.github/workflows/release_drafter.yml actions
  • release-drafter/release-drafter v5 composite
.github/workflows/release_python.yml actions
  • PyO3/maturin-action v1 composite
  • actions/checkout v3 composite
  • actions/download-artifact v3 composite
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  • actions/upload-artifact v2 composite
  • actions/upload-artifact v3 composite
  • arduino/setup-protoc v1 composite
  • messense/maturin-action v1 composite
  • pypa/gh-action-pypi-publish release/v1 composite
.github/workflows/sync_labels.yml actions
  • actions/checkout v2 composite
  • micnncim/action-label-syncer v1 composite
Cargo.lock cargo
  • 556 dependencies
Cargo.toml cargo
crates/sparrow-api/Cargo.toml cargo
crates/sparrow-arrow/Cargo.toml cargo
crates/sparrow-backend/Cargo.toml cargo
crates/sparrow-catalog/Cargo.toml cargo
crates/sparrow-compiler/Cargo.toml cargo
crates/sparrow-core/Cargo.toml cargo
crates/sparrow-expressions/Cargo.toml cargo
crates/sparrow-instructions/Cargo.toml cargo
crates/sparrow-kernels/Cargo.toml cargo
crates/sparrow-logical/Cargo.toml cargo
crates/sparrow-main/Cargo.toml cargo
  • assert_cmd 2.0.10 development
  • filetime 0.2 development
crates/sparrow-materialize/Cargo.toml cargo
crates/sparrow-merge/Cargo.toml cargo
crates/sparrow-physical/Cargo.toml cargo
crates/sparrow-qfr/Cargo.toml cargo
crates/sparrow-qfr-tool/Cargo.toml cargo
crates/sparrow-runtime/Cargo.toml cargo
crates/sparrow-scheduler/Cargo.toml cargo
  • work-queue 0.1.4
crates/sparrow-session/Cargo.toml cargo
crates/sparrow-syntax/Cargo.toml cargo
crates/sparrow-testing/Cargo.toml cargo
crates/sparrow-transforms/Cargo.toml cargo
crates/sparrow-types/Cargo.toml cargo
python/Cargo.lock cargo
  • 465 dependencies
python/Cargo.toml cargo
Dockerfile docker
  • debian buster-slim build
  • golang 1.19.9 build
  • runtime latest build
  • rust slim-buster build
  • rust-builder latest build
  • rust-sysdeps latest build
clients/cli/Dockerfile docker
  • scratch latest build
  • ubuntu latest build
clients/docker-compose.yml docker
examples/pulsar-materialize/docker-compose.yml docker
  • apachepulsar/pulsar 2.11.0
  • ghcr.io/kaskada-ai/kaskada/kaskada-jupyter v0.0.1
tests/integration/docker-compose.ci.yml docker
tests/integration/docker-compose.postgres.yml docker
  • migrate/migrate latest
  • postgres 14.3-alpine
tests/integration/docker-compose.s3.yml docker
  • minio/minio latest
tests/integration/docker-compose.yml docker
  • apachepulsar/pulsar 3.0.0
clients/cli/go.mod go
  • github.com/envoyproxy/protoc-gen-validate v0.9.1
  • github.com/fatih/color v1.13.0
  • github.com/fsnotify/fsnotify v1.6.0
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  • github.com/golang/protobuf v1.5.2
  • github.com/grpc-ecosystem/grpc-gateway/v2 v2.15.0
  • github.com/hashicorp/hcl v1.0.0
  • github.com/inconshreveable/mousetrap v1.0.0
  • github.com/kaskada-ai/kaskada/gen/proto/go v0.0.0-00010101000000-000000000000
  • github.com/magiconair/properties v1.8.7
  • github.com/mattn/go-colorable v0.1.12
  • github.com/mattn/go-isatty v0.0.14
  • github.com/mitchellh/mapstructure v1.5.0
  • github.com/pelletier/go-toml/v2 v2.0.6
  • github.com/rs/zerolog v1.26.1
  • github.com/sergi/go-diff v1.2.0
  • github.com/spf13/afero v1.9.3
  • github.com/spf13/cast v1.5.0
  • github.com/spf13/cobra v1.4.0
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  • github.com/spf13/pflag v1.0.5
  • github.com/spf13/viper v1.15.0
  • github.com/subosito/gotenv v1.4.2
  • golang.org/x/net v0.7.0
  • golang.org/x/sys v0.5.0
  • golang.org/x/text v0.7.0
  • golang.org/x/xerrors v0.0.0-20220907171357-04be3eba64a2
  • google.golang.org/genproto v0.0.0-20230221151758-ace64dc21148
  • google.golang.org/grpc v1.53.0
  • google.golang.org/protobuf v1.28.1
  • gopkg.in/ini.v1 v1.67.0
  • gopkg.in/yaml.v3 v3.0.1
clients/cli/go.sum go
  • 510 dependencies
gen/proto/go/go.mod go
  • github.com/envoyproxy/protoc-gen-validate v0.9.1
  • github.com/golang/protobuf v1.5.2
  • github.com/grpc-ecosystem/grpc-gateway/v2 v2.15.0
  • golang.org/x/net v0.7.0
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  • google.golang.org/genproto v0.0.0-20230221151758-ace64dc21148
  • google.golang.org/grpc v1.53.0
  • google.golang.org/protobuf v1.28.1
gen/proto/go/go.sum go
  • github.com/envoyproxy/protoc-gen-validate v0.9.1
  • github.com/golang/glog v1.0.0
  • github.com/golang/protobuf v1.5.0
  • github.com/golang/protobuf v1.5.2
  • github.com/google/go-cmp v0.5.5
  • github.com/google/go-cmp v0.5.9
  • github.com/grpc-ecosystem/grpc-gateway/v2 v2.15.0
  • golang.org/x/net v0.7.0
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  • golang.org/x/xerrors v0.0.0-20191204190536-9bdfabe68543
  • google.golang.org/genproto v0.0.0-20230221151758-ace64dc21148
  • google.golang.org/grpc v1.53.0
  • google.golang.org/protobuf v1.26.0-rc.1
  • google.golang.org/protobuf v1.26.0
  • google.golang.org/protobuf v1.28.1
tests/integration/api/go.mod go
  • ariga.io/atlas v0.5.0
  • cloud.google.com/go v0.107.0
  • cloud.google.com/go/compute v1.18.0
  • cloud.google.com/go/compute/metadata v0.2.3
  • cloud.google.com/go/iam v0.11.0
  • cloud.google.com/go/storage v1.27.0
  • entgo.io/ent v0.11.1
  • github.com/99designs/go-keychain v0.0.0-20191008050251-8e49817e8af4
  • github.com/99designs/keyring v1.2.1
  • github.com/AthenZ/athenz v1.10.39
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  • github.com/acarl005/stripansi v0.0.0-20180116102854-5a71ef0e047d
  • github.com/agext/levenshtein v1.2.1
  • github.com/apache/arrow/go/arrow v0.0.0-20200730104253-651201b0f516
  • github.com/apache/thrift v0.14.2
  • github.com/apparentlymart/go-textseg/v13 v13.0.0
  • github.com/aws/aws-sdk-go v1.44.122
  • github.com/c2fo/vfs v2.1.4+incompatible
  • github.com/c2fo/vfs/v6 v6.6.0
  • github.com/davecgh/go-spew v1.1.1
  • github.com/dustin/go-humanize v1.0.1
  • github.com/envoyproxy/protoc-gen-validate v0.9.1
  • github.com/go-logr/logr v1.2.3
  • github.com/go-ole/go-ole v1.2.6
  • github.com/go-openapi/inflect v0.19.0
  • github.com/go-task/slim-sprig v0.0.0-20210107165309-348f09dbbbc0
  • github.com/golang-jwt/jwt/v4 v4.4.2
  • github.com/golang/groupcache v0.0.0-20210331224755-41bb18bfe9da
  • github.com/golang/protobuf v1.5.2
  • github.com/golang/snappy v0.0.3
  • github.com/google/go-cmp v0.5.9
  • github.com/google/pprof v0.0.0-20210720184732-4bb14d4b1be1
  • github.com/google/uuid v1.3.0
  • github.com/googleapis/enterprise-certificate-proxy v0.2.3
  • github.com/googleapis/gax-go/v2 v2.7.0
  • github.com/grpc-ecosystem/grpc-gateway/v2 v2.15.0
  • github.com/hashicorp/hcl/v2 v2.10.0
  • github.com/jmespath/go-jmespath v0.4.0
  • github.com/json-iterator/go v1.1.12
  • github.com/kaskada-ai/kaskada/gen/proto/go v0.0.0-00010101000000-000000000000
  • github.com/kaskada-ai/kaskada/tests/integration/shared v0.0.0-00010101000000-000000000000
  • github.com/kaskada-ai/kaskada/wren v0.0.0-00010101000000-000000000000
  • github.com/klauspost/compress v1.15.15
  • github.com/klauspost/cpuid/v2 v2.2.3
  • github.com/lib/pq v1.10.6
  • github.com/lufia/plan9stats v0.0.0-20220913051719-115f729f3c8c
  • github.com/mattn/go-ieproxy v0.0.9
  • github.com/mattn/go-sqlite3 v1.14.16
  • github.com/minio/madmin-go v1.7.5
  • github.com/minio/md5-simd v1.1.2
  • github.com/minio/minio-go/v7 v7.0.49
  • github.com/minio/sha256-simd v1.0.0
  • github.com/mitchellh/go-wordwrap v0.0.0-20150314170334-ad45545899c7
  • github.com/modern-go/concurrent v0.0.0-20180306012644-bacd9c7ef1dd
  • github.com/modern-go/reflect2 v1.0.2
  • github.com/namsral/flag v1.7.4-pre
  • github.com/onsi/ginkgo/v2 v2.8.1
  • github.com/onsi/gomega v1.27.1
  • github.com/philhofer/fwd v1.1.1
  • github.com/pierrec/lz4/v4 v4.1.8
  • github.com/pkg/errors v0.9.1
  • github.com/pmezard/go-difflib v1.0.0
  • github.com/power-devops/perfstat v0.0.0-20220216144756-c35f1ee13d7c
  • github.com/prometheus/procfs v0.8.0
  • github.com/rs/xid v1.4.0
  • github.com/secure-io/sio-go v0.3.1
  • github.com/shirou/gopsutil/v3 v3.22.9
  • github.com/sirupsen/logrus v1.9.0
  • github.com/stretchr/objx v0.5.0
  • github.com/stretchr/testify v1.8.1
  • github.com/tinylib/msgp v1.1.6
  • github.com/tklauser/go-sysconf v0.3.10
  • github.com/tklauser/numcpus v0.5.0
  • github.com/xitongsys/parquet-go v1.6.2
  • github.com/xitongsys/parquet-go-source v0.0.0-20221025031416-9877e685ef65
  • github.com/yusufpapurcu/wmi v1.2.2
  • github.com/zclconf/go-cty v1.8.0
  • go.opencensus.io v0.24.0
  • golang.org/x/crypto v0.6.0
  • golang.org/x/mod v0.8.0
  • golang.org/x/net v0.7.0
  • golang.org/x/oauth2 v0.5.0
  • golang.org/x/sync v0.1.0
  • golang.org/x/sys v0.5.0
  • golang.org/x/text v0.7.0
  • golang.org/x/tools v0.6.0
  • golang.org/x/xerrors v0.0.0-20220907171357-04be3eba64a2
  • google.golang.org/api v0.110.0
  • google.golang.org/appengine v1.6.7
  • google.golang.org/genproto v0.0.0-20230221151758-ace64dc21148
  • google.golang.org/grpc v1.53.0
  • google.golang.org/protobuf v1.28.1
  • gopkg.in/ini.v1 v1.67.0
  • gopkg.in/yaml.v3 v3.0.1
tests/integration/cli/go.sum go
  • 1060 dependencies
tests/integration/shared/go.mod go
  • ariga.io/atlas v0.5.0
  • cloud.google.com/go v0.107.0
  • cloud.google.com/go/compute v1.18.0
  • cloud.google.com/go/compute/metadata v0.2.3
  • cloud.google.com/go/iam v0.11.0
  • cloud.google.com/go/storage v1.27.0
  • entgo.io/ent v0.11.1
  • github.com/Azure/azure-pipeline-go v0.2.3
  • github.com/Azure/azure-storage-blob-go v0.15.0
  • github.com/Azure/go-autorest v14.2.0+incompatible
  • github.com/Azure/go-autorest/autorest v0.11.28
  • github.com/Azure/go-autorest/autorest/adal v0.9.21
  • github.com/Azure/go-autorest/autorest/date v0.3.0
  • github.com/Azure/go-autorest/logger v0.2.1
  • github.com/Azure/go-autorest/tracing v0.6.0
  • github.com/agext/levenshtein v1.2.1
  • github.com/apache/arrow/go/arrow v0.0.0-20200730104253-651201b0f516
  • github.com/apache/thrift v0.14.2
  • github.com/apparentlymart/go-textseg/v13 v13.0.0
  • github.com/aws/aws-sdk-go v1.44.122
  • github.com/c2fo/vfs v2.1.4+incompatible
  • github.com/c2fo/vfs/v6 v6.6.0
  • github.com/davecgh/go-spew v1.1.1
  • github.com/dustin/go-humanize v1.0.1
  • github.com/envoyproxy/protoc-gen-validate v0.9.1
  • github.com/go-logr/logr v1.2.3
  • github.com/go-ole/go-ole v1.2.6
  • github.com/go-openapi/inflect v0.19.0
  • github.com/golang-jwt/jwt/v4 v4.4.2
  • github.com/golang/groupcache v0.0.0-20210331224755-41bb18bfe9da
  • github.com/golang/protobuf v1.5.2
  • github.com/golang/snappy v0.0.3
  • github.com/google/go-cmp v0.5.9
  • github.com/google/uuid v1.3.0
  • github.com/googleapis/enterprise-certificate-proxy v0.2.3
  • github.com/googleapis/gax-go/v2 v2.7.0
  • github.com/grpc-ecosystem/grpc-gateway/v2 v2.15.0
  • github.com/hashicorp/hcl/v2 v2.10.0
  • github.com/jmespath/go-jmespath v0.4.0
  • github.com/json-iterator/go v1.1.12
  • github.com/kaskada-ai/kaskada/gen/proto/go v0.0.0-00010101000000-000000000000
  • github.com/kaskada-ai/kaskada/wren v0.0.0-00010101000000-000000000000
  • github.com/klauspost/compress v1.15.15
  • github.com/klauspost/cpuid/v2 v2.2.3
  • github.com/linkedin/goavro/v2 v2.12.0
  • github.com/lufia/plan9stats v0.0.0-20220913051719-115f729f3c8c
  • github.com/mattn/go-ieproxy v0.0.9
  • github.com/minio/madmin-go v1.7.5
  • github.com/minio/md5-simd v1.1.2
  • github.com/minio/minio-go/v7 v7.0.49
  • github.com/minio/sha256-simd v1.0.0
  • github.com/mitchellh/go-wordwrap v0.0.0-20150314170334-ad45545899c7
  • github.com/modern-go/concurrent v0.0.0-20180306012644-bacd9c7ef1dd
  • github.com/modern-go/reflect2 v1.0.2
  • github.com/onsi/ginkgo/v2 v2.8.1
  • github.com/onsi/gomega v1.27.1
  • github.com/philhofer/fwd v1.1.1
  • github.com/pierrec/lz4/v4 v4.1.8
  • github.com/pkg/errors v0.9.1
  • github.com/pmezard/go-difflib v1.0.0
  • github.com/power-devops/perfstat v0.0.0-20220216144756-c35f1ee13d7c
  • github.com/prometheus/procfs v0.8.0
  • github.com/rs/xid v1.4.0
  • github.com/secure-io/sio-go v0.3.1
  • github.com/shirou/gopsutil/v3 v3.22.9
  • github.com/sirupsen/logrus v1.9.0
  • github.com/stretchr/objx v0.5.0
  • github.com/stretchr/testify v1.8.4
  • github.com/tinylib/msgp v1.1.6
  • github.com/tklauser/go-sysconf v0.3.10
  • github.com/tklauser/numcpus v0.5.0
  • github.com/xitongsys/parquet-go v1.6.2
  • github.com/xitongsys/parquet-go-source v0.0.0-20221025031416-9877e685ef65
  • github.com/yusufpapurcu/wmi v1.2.2
  • github.com/zclconf/go-cty v1.8.0
  • go.opencensus.io v0.24.0
  • golang.org/x/crypto v0.6.0
  • golang.org/x/mod v0.7.0
  • golang.org/x/net v0.7.0
  • golang.org/x/oauth2 v0.5.0
  • golang.org/x/sync v0.1.0
  • golang.org/x/sys v0.5.0
  • golang.org/x/text v0.7.0
  • golang.org/x/xerrors v0.0.0-20220907171357-04be3eba64a2
  • google.golang.org/api v0.110.0
  • google.golang.org/appengine v1.6.7
  • google.golang.org/genproto v0.0.0-20230221151758-ace64dc21148
  • google.golang.org/grpc v1.53.0
  • google.golang.org/protobuf v1.28.1
  • gopkg.in/ini.v1 v1.67.0
  • gopkg.in/yaml.v3 v3.0.1
tests/integration/shared/go.sum go
  • 1058 dependencies
wren/go.mod go
  • ariga.io/atlas v0.5.0
  • cloud.google.com/go v0.107.0
  • cloud.google.com/go/compute v1.18.0
  • cloud.google.com/go/compute/metadata v0.2.3
  • cloud.google.com/go/iam v0.11.0
  • cloud.google.com/go/storage v1.27.0
  • entgo.io/ent v0.11.1
  • github.com/Azure/azure-pipeline-go v0.2.3
  • github.com/Azure/azure-storage-blob-go v0.15.0
  • github.com/Azure/go-autorest v14.2.0+incompatible
  • github.com/Azure/go-autorest/autorest v0.11.28
  • github.com/Azure/go-autorest/autorest/adal v0.9.21
  • github.com/Azure/go-autorest/autorest/date v0.3.0
  • github.com/Azure/go-autorest/logger v0.2.1
  • github.com/Azure/go-autorest/tracing v0.6.0
  • github.com/agext/levenshtein v1.2.1
  • github.com/apparentlymart/go-textseg/v13 v13.0.0
  • github.com/aws/aws-sdk-go v1.44.122
  • github.com/beorn7/perks v1.0.1
  • github.com/c2fo/vfs/v6 v6.6.0
  • github.com/cenkalti/backoff/v4 v4.1.2
  • github.com/cespare/xxhash/v2 v2.2.0
  • github.com/cheapRoc/grpc-zerolog v0.0.0-20180425150930-27ca9d023ead
  • github.com/davecgh/go-spew v1.1.1
  • github.com/envoyproxy/protoc-gen-validate v0.9.1
  • github.com/go-openapi/inflect v0.19.0
  • github.com/go-task/slim-sprig v0.0.0-20210107165309-348f09dbbbc0
  • github.com/golang-jwt/jwt/v4 v4.4.2
  • github.com/golang/groupcache v0.0.0-20210331224755-41bb18bfe9da
  • github.com/golang/protobuf v1.5.2
  • github.com/google/go-cmp v0.5.9
  • github.com/google/pprof v0.0.0-20210720184732-4bb14d4b1be1
  • github.com/google/uuid v1.3.0
  • github.com/googleapis/enterprise-certificate-proxy v0.2.3
  • github.com/googleapis/gax-go/v2 v2.7.0
  • github.com/grpc-ecosystem/go-grpc-middleware v1.3.0
  • github.com/grpc-ecosystem/go-grpc-middleware/providers/zerolog/v2 v2.0.0-rc.2.0.20211203031854-ed43ab3fa4f8
  • github.com/grpc-ecosystem/go-grpc-middleware/v2 v2.0.0-rc.2.0.20211203031854-ed43ab3fa4f8
  • github.com/grpc-ecosystem/go-grpc-prometheus v1.2.0
  • github.com/grpc-ecosystem/grpc-gateway v1.16.0
  • github.com/grpc-ecosystem/grpc-gateway/v2 v2.15.0
  • github.com/hashicorp/hcl/v2 v2.10.0
  • github.com/jmespath/go-jmespath v0.4.0
  • github.com/kaskada-ai/kaskada/gen/proto/go v0.0.0-00010101000000-000000000000
  • github.com/kouhin/envflag v0.0.0-20150818174321-0e9a86061649
  • github.com/lib/pq v1.10.6
  • github.com/mattn/go-ieproxy v0.0.9
  • github.com/mattn/go-sqlite3 v1.14.14
  • github.com/matttproud/golang_protobuf_extensions v1.0.1
  • github.com/mitchellh/go-wordwrap v0.0.0-20150314170334-ad45545899c7
  • github.com/onsi/ginkgo/v2 v2.1.4
  • github.com/onsi/gomega v1.19.0
  • github.com/pkg/errors v0.9.1
  • github.com/pmezard/go-difflib v1.0.0
  • github.com/prometheus/client_golang v1.14.0
  • github.com/prometheus/client_model v0.3.0
  • github.com/prometheus/common v0.37.0
  • github.com/prometheus/procfs v0.8.0
  • github.com/rabbitmq/amqp091-go v1.5.0
  • github.com/rs/zerolog v1.26.0
  • github.com/stretchr/objx v0.5.0
  • github.com/stretchr/testify v1.8.4
  • github.com/zclconf/go-cty v1.8.0
  • go.opencensus.io v0.24.0
  • go.opentelemetry.io/contrib/instrumentation/google.golang.org/grpc/otelgrpc v0.26.1
  • go.opentelemetry.io/otel v1.2.0
  • go.opentelemetry.io/otel/exporters/otlp/otlptrace v1.2.0
  • go.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracegrpc v1.2.0
  • go.opentelemetry.io/otel/sdk v1.2.0
  • go.opentelemetry.io/otel/trace v1.2.0
  • go.opentelemetry.io/proto/otlp v0.11.0
  • golang.org/x/crypto v0.1.0
  • golang.org/x/exp v0.0.0-20230522175609-2e198f4a06a1
  • golang.org/x/mod v0.7.0
  • golang.org/x/net v0.7.0
  • golang.org/x/oauth2 v0.5.0
  • golang.org/x/sync v0.1.0
  • golang.org/x/sys v0.5.0
  • golang.org/x/text v0.7.0
  • golang.org/x/tools v0.3.0
  • golang.org/x/xerrors v0.0.0-20220907171357-04be3eba64a2
  • google.golang.org/api v0.110.0
  • google.golang.org/appengine v1.6.7
  • google.golang.org/genproto v0.0.0-20230221151758-ace64dc21148
  • google.golang.org/grpc v1.53.0
  • google.golang.org/protobuf v1.28.1
  • gopkg.in/yaml.v2 v2.4.0
  • gopkg.in/yaml.v3 v3.0.1
wren/go.sum go
  • 676 dependencies
clients/python/docs/source/requirements.txt pypi
  • Sphinx ==5.3.0
  • sphinx-autoapi ==2.1.0
  • sphinx-autodoc-typehints ==1.22
  • sphinx-rtd-theme ==1.2.0
  • tomli ==2.0.1
clients/python/poetry.lock pypi
  • 105 dependencies
clients/python/pyproject.toml pypi
  • certifi ^2022.12.7
  • domonic ^0.9.11
  • googleapis-common-protos ^1.58.0
  • grpcio ^1.51.1
  • grpcio-health-checking ^1.54.2
  • grpcio-status ^1.51.1
  • html5lib ^1.1
  • ipython 7.34.0
  • pandas ~1.3
  • pyarrow ^10.0.1
  • pygithub ^1.57
  • python ^3.8.2
  • requests ^2.28.2
  • semver ^3.0.1
  • tqdm ^4.64.1
clients/timestreams/poetry.lock pypi
clients/timestreams/pyproject.toml pypi
  • python ^3.8.2
examples/requirements.txt pypi
  • CacheControl ==0.12.11
  • Deprecated ==1.2.13
  • Jinja2 ==3.1.2
  • MarkupSafe ==2.1.2
  • Pillow ==9.4.0
  • PyGithub ==1.57
  • PyJWT ==2.6.0
  • PyNaCl ==1.5.0
  • PyYAML ==6.0
  • Pygments ==2.14.0
  • Send2Trash ==1.8.0
  • anyio ==3.6.2
  • appnope ==0.1.3
  • argon2-cffi ==21.3.0
  • argon2-cffi-bindings ==21.2.0
  • arrow ==1.2.3
  • asttokens ==2.2.1
  • attrs ==22.2.0
  • backcall ==0.2.0
  • beautifulsoup4 ==4.11.2
  • bleach ==6.0.0
  • certifi ==2022.12.7
  • cffi ==1.15.1
  • charset-normalizer ==3.0.1
  • cleo ==2.0.1
  • comm ==0.1.2
  • contourpy ==1.0.7
  • crashtest ==0.4.1
  • cssselect ==1.1.0
  • cycler ==0.11.0
  • debugpy ==1.6.6
  • decorator ==5.1.1
  • defusedxml ==0.7.1
  • distlib ==0.3.6
  • domonic ==0.9.11
  • dulwich ==0.20.50
  • elementpath ==2.5.3
  • executing ==1.2.0
  • fastjsonschema ==2.16.2
  • filelock ==3.9.0
  • fonttools ==4.38.0
  • fqdn ==1.5.1
  • googleapis-common-protos ==1.58.0
  • grpcio ==1.51.1
  • grpcio-status ==1.51.1
  • html5lib ==1.1
  • idna ==3.4
  • importlib-metadata ==4.13.0
  • importlib-resources ==5.10.2
  • ipykernel ==6.21.2
  • ipython ==7.34.0
  • ipython-genutils ==0.2.0
  • isoduration ==20.11.0
  • jaraco.classes ==3.2.3
  • jedi ==0.18.2
  • jsonpointer ==2.3
  • jsonschema ==4.17.3
  • jupyter-events ==0.6.3
  • jupyter_client ==8.0.2
  • jupyter_core ==5.2.0
  • jupyter_server ==2.3.0
  • jupyter_server_terminals ==0.4.4
  • jupyterlab-pygments ==0.2.2
  • keyring ==23.13.1
  • kiwisolver ==1.4.4
  • lockfile ==0.12.2
  • matplotlib ==3.7.0
  • matplotlib-inline ==0.1.6
  • mistune ==2.0.5
  • more-itertools ==9.0.0
  • msgpack ==1.0.4
  • names ==0.3.0
  • nbclassic ==0.5.1
  • nbclient ==0.7.2
  • nbconvert ==7.2.9
  • nbformat ==5.7.3
  • nest-asyncio ==1.5.6
  • notebook ==6.5.2
  • notebook_shim ==0.2.2
  • numpy ==1.24.2
  • packaging ==23.0
  • pandas ==1.3.5
  • pandocfilters ==1.5.0
  • parso ==0.8.3
  • pexpect ==4.8.0
  • pickleshare ==0.7.5
  • pkginfo ==1.9.6
  • pkgutil_resolve_name ==1.3.10
  • platformdirs ==2.6.2
  • poetry ==1.3.2
  • poetry-core ==1.4.0
  • poetry-plugin-export ==1.3.0
  • prometheus-client ==0.16.0
  • prompt-toolkit ==3.0.36
  • protobuf ==4.21.12
  • psutil ==5.9.4
  • ptyprocess ==0.7.0
  • pure-eval ==0.2.2
  • pyarrow ==10.0.1
  • pycparser ==2.21
  • pyparsing ==3.0.9
  • pyrsistent ==0.19.3
  • python-dateutil ==2.8.2
  • python-json-logger ==2.0.6
  • pytz ==2022.7.1
  • pyzmq ==25.0.0
  • rapidfuzz ==2.13.7
  • requests ==2.28.2
  • requests-toolbelt ==0.10.1
  • rfc3339-validator ==0.1.4
  • rfc3986-validator ==0.1.1
  • shellingham ==1.5.0.post1
  • six ==1.16.0
  • sniffio ==1.3.0
  • soupsieve ==2.4
  • stack-data ==0.6.2
  • terminado ==0.17.1
  • tinycss2 ==1.2.1
  • tomli ==2.0.1
  • tomlkit ==0.11.6
  • tornado ==6.2
  • tqdm ==4.64.1
  • traitlets ==5.9.0
  • trove-classifiers ==2023.2.8
  • uri-template ==1.2.0
  • urllib3 ==1.26.14
  • virtualenv ==20.19.0
  • wcwidth ==0.2.6
  • webcolors ==1.12
  • webencodings ==0.5.1
  • websocket-client ==1.5.1
  • wrapt ==1.14.1
  • xattr ==0.10.1
  • zipp ==3.13.0
python/poetry.lock pypi
  • 149 dependencies
python/pyproject.toml pypi
  • pandas ^2.0.3
  • pandas >= 2.0.0, < 3.0.0
  • plotly ^5.16.1
  • pyarrow ^12.0.1
  • pyarrow >= 12.0.0
  • python >=3.9,<4.0
  • typing-extensions ^4.7.1
  • typing-extensions >= 4.6.0
crates/sparrow-batch/Cargo.toml cargo
crates/sparrow-expr-execution/Cargo.toml cargo
crates/sparrow-interfaces/Cargo.toml cargo
crates/sparrow-io/Cargo.toml cargo
crates/sparrow-plan-execution/Cargo.toml cargo