https://github.com/kaskada-ai/kaskada
Modern, open-source event-processing
Science Score: 13.0%
This score indicates how likely this project is to be science-related based on various indicators:
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○CITATION.cff file
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✓codemeta.json file
Found codemeta.json file -
○.zenodo.json file
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○DOI references
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○Academic publication links
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○Academic email domains
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○Institutional organization owner
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○JOSS paper metadata
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○Scientific vocabulary similarity
Low similarity (12.3%) to scientific vocabulary
Keywords
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
Metadata Files
README.md
Kaskada: Modern, open-source event-processing
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
- Repositories: 8
- Profile: https://github.com/kaskada-ai
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
Pull Request Labels
Packages
- Total packages: 5
- Total downloads: unknown
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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
- Homepage: https://github.com/kaskada-ai/kaskada
- Documentation: https://pkg.go.dev/github.com/kaskada-ai/kaskada/gen/proto/go#section-documentation
- License: Apache-2.0
-
Latest release: v0.0.0-20231108180151-7c47925583f5
published over 2 years ago
Rankings
proxy.golang.org: github.com/kaskada-ai/kaskada/tests/integration/shared
- Homepage: https://github.com/kaskada-ai/kaskada
- Documentation: https://pkg.go.dev/github.com/kaskada-ai/kaskada/tests/integration/shared#section-documentation
- License: Apache-2.0
-
Latest release: v0.0.0-20231108180151-7c47925583f5
published over 2 years ago
Rankings
proxy.golang.org: github.com/kaskada-ai/kaskada/wren
- Homepage: https://github.com/kaskada-ai/kaskada
- Documentation: https://pkg.go.dev/github.com/kaskada-ai/kaskada/wren#section-documentation
- License: Apache-2.0
-
Latest release: v0.0.0-20231108180151-7c47925583f5
published over 2 years ago
Rankings
proxy.golang.org: github.com/kaskada-ai/kaskada
- Documentation: https://pkg.go.dev/github.com/kaskada-ai/kaskada#section-documentation
- License: apache-2.0
-
Latest release: v0.6.1
published over 2 years ago
Rankings
proxy.golang.org: github.com/kaskada-ai/kaskada/clients/cli
- Homepage: https://github.com/kaskada-ai/kaskada
- Documentation: https://pkg.go.dev/github.com/kaskada-ai/kaskada/clients/cli#section-documentation
- License: Apache-2.0
Rankings
Dependencies
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- 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
- 1060 dependencies
- 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
- 1058 dependencies
- 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
- 676 dependencies
- Sphinx ==5.3.0
- sphinx-autoapi ==2.1.0
- sphinx-autodoc-typehints ==1.22
- sphinx-rtd-theme ==1.2.0
- tomli ==2.0.1
- 105 dependencies
- 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
- python ^3.8.2
- 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
- 149 dependencies
- 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