this small utility allows you to view the schema of a file and browse the data. thats it. then theres a small exploratory script.
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June 3, 2021 06:35
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A small utility to read parquet files
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| import sys | |
| import pprint | |
| import pyarrow.parquet as pq | |
| command = sys.argv[1] | |
| filename = sys.argv[2] | |
| if command == "data": | |
| # print data | |
| table = pq.read_table(filename) | |
| pp = pprint.PrettyPrinter(indent=2) | |
| pp.pprint(table.to_pydict()) | |
| else: | |
| # print the schema: | |
| pfile = pq.ParquetFile(filename) | |
| pp = pprint.PrettyPrinter(indent=4) | |
| pp.pprint(pfile.schema) |
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| [[package]] | |
| name = "appdirs" | |
| version = "1.4.4" | |
| description = "A small Python module for determining appropriate platform-specific dirs, e.g. a \"user data dir\"." | |
| category = "dev" | |
| optional = false | |
| python-versions = "*" | |
| [[package]] | |
| name = "black" | |
| version = "21.5b1" | |
| description = "The uncompromising code formatter." | |
| category = "dev" | |
| optional = false | |
| python-versions = ">=3.6.2" | |
| [package.dependencies] | |
| appdirs = "*" | |
| click = ">=7.1.2" | |
| mypy-extensions = ">=0.4.3" | |
| pathspec = ">=0.8.1,<1" | |
| regex = ">=2020.1.8" | |
| toml = ">=0.10.1" | |
| [package.extras] | |
| colorama = ["colorama (>=0.4.3)"] | |
| d = ["aiohttp (>=3.6.0)", "aiohttp-cors"] | |
| python2 = ["typed-ast (>=1.4.2)"] | |
| [[package]] | |
| name = "click" | |
| version = "8.0.1" | |
| description = "Composable command line interface toolkit" | |
| category = "dev" | |
| optional = false | |
| python-versions = ">=3.6" | |
| [package.dependencies] | |
| colorama = {version = "*", markers = "platform_system == \"Windows\""} | |
| [[package]] | |
| name = "colorama" | |
| version = "0.4.4" | |
| description = "Cross-platform colored terminal text." | |
| category = "dev" | |
| optional = false | |
| python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*" | |
| [[package]] | |
| name = "mypy-extensions" | |
| version = "0.4.3" | |
| description = "Experimental type system extensions for programs checked with the mypy typechecker." | |
| category = "dev" | |
| optional = false | |
| python-versions = "*" | |
| [[package]] | |
| name = "numpy" | |
| version = "1.20.3" | |
| description = "NumPy is the fundamental package for array computing with Python." | |
| category = "main" | |
| optional = false | |
| python-versions = ">=3.7" | |
| [[package]] | |
| name = "pandas" | |
| version = "1.2.4" | |
| description = "Powerful data structures for data analysis, time series, and statistics" | |
| category = "main" | |
| optional = false | |
| python-versions = ">=3.7.1" | |
| [package.dependencies] | |
| numpy = ">=1.16.5" | |
| python-dateutil = ">=2.7.3" | |
| pytz = ">=2017.3" | |
| [package.extras] | |
| test = ["pytest (>=5.0.1)", "pytest-xdist", "hypothesis (>=3.58)"] | |
| [[package]] | |
| name = "pathspec" | |
| version = "0.8.1" | |
| description = "Utility library for gitignore style pattern matching of file paths." | |
| category = "dev" | |
| optional = false | |
| python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*" | |
| [[package]] | |
| name = "pyarrow" | |
| version = "4.0.0" | |
| description = "Python library for Apache Arrow" | |
| category = "main" | |
| optional = false | |
| python-versions = ">=3.6" | |
| [package.dependencies] | |
| numpy = ">=1.16.6" | |
| [[package]] | |
| name = "python-dateutil" | |
| version = "2.8.1" | |
| description = "Extensions to the standard Python datetime module" | |
| category = "main" | |
| optional = false | |
| python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7" | |
| [package.dependencies] | |
| six = ">=1.5" | |
| [[package]] | |
| name = "pytz" | |
| version = "2021.1" | |
| description = "World timezone definitions, modern and historical" | |
| category = "main" | |
| optional = false | |
| python-versions = "*" | |
| [[package]] | |
| name = "regex" | |
| version = "2021.4.4" | |
| description = "Alternative regular expression module, to replace re." | |
| category = "dev" | |
| optional = false | |
| python-versions = "*" | |
| [[package]] | |
| name = "six" | |
| version = "1.16.0" | |
| description = "Python 2 and 3 compatibility utilities" | |
| category = "main" | |
| optional = false | |
| python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*" | |
| [[package]] | |
| name = "toml" | |
| version = "0.10.2" | |
| description = "Python Library for Tom's Obvious, Minimal Language" | |
| category = "dev" | |
| optional = false | |
| python-versions = ">=2.6, !=3.0.*, !=3.1.*, !=3.2.*" | |
| [metadata] | |
| lock-version = "1.1" | |
| python-versions = "^3.8" | |
| content-hash = "06bd3075ec5ba7aea593a42b0ebd278b163f9f4b257b9cac108543f4e4d2ae4f" | |
| [metadata.files] | |
| appdirs = [ | |
| {file = "appdirs-1.4.4-py2.py3-none-any.whl", hash = "sha256:a841dacd6b99318a741b166adb07e19ee71a274450e68237b4650ca1055ab128"}, | |
| {file = "appdirs-1.4.4.tar.gz", hash = "sha256:7d5d0167b2b1ba821647616af46a749d1c653740dd0d2415100fe26e27afdf41"}, | |
| ] | |
| black = [ | |
| {file = "black-21.5b1-py3-none-any.whl", hash = "sha256:8a60071a0043876a4ae96e6c69bd3a127dad2c1ca7c8083573eb82f92705d008"}, | |
| {file = "black-21.5b1.tar.gz", hash = "sha256:23695358dbcb3deafe7f0a3ad89feee5999a46be5fec21f4f1d108be0bcdb3b1"}, | |
| ] | |
| click = [ | |
| {file = "click-8.0.1-py3-none-any.whl", hash = "sha256:fba402a4a47334742d782209a7c79bc448911afe1149d07bdabdf480b3e2f4b6"}, | |
| {file = "click-8.0.1.tar.gz", hash = "sha256:8c04c11192119b1ef78ea049e0a6f0463e4c48ef00a30160c704337586f3ad7a"}, | |
| ] | |
| colorama = [ | |
| {file = "colorama-0.4.4-py2.py3-none-any.whl", hash = "sha256:9f47eda37229f68eee03b24b9748937c7dc3868f906e8ba69fbcbdd3bc5dc3e2"}, | |
| {file = "colorama-0.4.4.tar.gz", hash = "sha256:5941b2b48a20143d2267e95b1c2a7603ce057ee39fd88e7329b0c292aa16869b"}, | |
| ] | |
| mypy-extensions = [ | |
| {file = "mypy_extensions-0.4.3-py2.py3-none-any.whl", hash = "sha256:090fedd75945a69ae91ce1303b5824f428daf5a028d2f6ab8a299250a846f15d"}, | |
| {file = "mypy_extensions-0.4.3.tar.gz", hash = "sha256:2d82818f5bb3e369420cb3c4060a7970edba416647068eb4c5343488a6c604a8"}, | |
| ] | |
| numpy = [ | |
| {file = "numpy-1.20.3-cp37-cp37m-macosx_10_9_x86_64.whl", hash = "sha256:70eb5808127284c4e5c9e836208e09d685a7978b6a216db85960b1a112eeace8"}, | |
| {file = "numpy-1.20.3-cp37-cp37m-manylinux_2_12_i686.manylinux2010_i686.whl", hash = "sha256:6ca2b85a5997dabc38301a22ee43c82adcb53ff660b89ee88dded6b33687e1d8"}, | |
| {file = "numpy-1.20.3-cp37-cp37m-manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:c5bf0e132acf7557fc9bb8ded8b53bbbbea8892f3c9a1738205878ca9434206a"}, | |
| {file = "numpy-1.20.3-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:db250fd3e90117e0312b611574cd1b3f78bec046783195075cbd7ba9c3d73f16"}, | |
| {file = "numpy-1.20.3-cp37-cp37m-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:637d827248f447e63585ca3f4a7d2dfaa882e094df6cfa177cc9cf9cd6cdf6d2"}, | |
| {file = "numpy-1.20.3-cp37-cp37m-manylinux_2_5_x86_64.manylinux1_x86_64.whl", hash = "sha256:8b7bb4b9280da3b2856cb1fc425932f46fba609819ee1c62256f61799e6a51d2"}, | |
| {file = "numpy-1.20.3-cp37-cp37m-win32.whl", hash = "sha256:67d44acb72c31a97a3d5d33d103ab06d8ac20770e1c5ad81bdb3f0c086a56cf6"}, | |
| {file = "numpy-1.20.3-cp37-cp37m-win_amd64.whl", hash = "sha256:43909c8bb289c382170e0282158a38cf306a8ad2ff6dfadc447e90f9961bef43"}, | |
| {file = "numpy-1.20.3-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:f1452578d0516283c87608a5a5548b0cdde15b99650efdfd85182102ef7a7c17"}, | |
| {file = "numpy-1.20.3-cp38-cp38-manylinux_2_12_i686.manylinux2010_i686.whl", hash = "sha256:6e51534e78d14b4a009a062641f465cfaba4fdcb046c3ac0b1f61dd97c861b1b"}, | |
| {file = "numpy-1.20.3-cp38-cp38-manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:e515c9a93aebe27166ec9593411c58494fa98e5fcc219e47260d9ab8a1cc7f9f"}, | |
| {file = "numpy-1.20.3-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:c1c09247ccea742525bdb5f4b5ceeacb34f95731647fe55774aa36557dbb5fa4"}, | |
| {file = "numpy-1.20.3-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:66fbc6fed94a13b9801fb70b96ff30605ab0a123e775a5e7a26938b717c5d71a"}, | |
| {file = "numpy-1.20.3-cp38-cp38-manylinux_2_5_x86_64.manylinux1_x86_64.whl", hash = "sha256:ea9cff01e75a956dbee133fa8e5b68f2f92175233de2f88de3a682dd94deda65"}, | |
| {file = "numpy-1.20.3-cp38-cp38-win32.whl", hash = "sha256:f39a995e47cb8649673cfa0579fbdd1cdd33ea497d1728a6cb194d6252268e48"}, | |
| {file = "numpy-1.20.3-cp38-cp38-win_amd64.whl", hash = "sha256:1676b0a292dd3c99e49305a16d7a9f42a4ab60ec522eac0d3dd20cdf362ac010"}, | |
| {file = "numpy-1.20.3-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:830b044f4e64a76ba71448fce6e604c0fc47a0e54d8f6467be23749ac2cbd2fb"}, | |
| {file = "numpy-1.20.3-cp39-cp39-manylinux_2_12_i686.manylinux2010_i686.whl", hash = "sha256:55b745fca0a5ab738647d0e4db099bd0a23279c32b31a783ad2ccea729e632df"}, | |
| {file = "numpy-1.20.3-cp39-cp39-manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:5d050e1e4bc9ddb8656d7b4f414557720ddcca23a5b88dd7cff65e847864c400"}, | |
| {file = "numpy-1.20.3-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a9c65473ebc342715cb2d7926ff1e202c26376c0dcaaee85a1fd4b8d8c1d3b2f"}, | |
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| {file = "numpy-1.20.3-cp39-cp39-win_amd64.whl", hash = "sha256:6690080810f77485667bfbff4f69d717c3be25e5b11bb2073e76bb3f578d99b4"}, | |
| {file = "numpy-1.20.3-pp37-pypy37_pp73-manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:4e465afc3b96dbc80cf4a5273e5e2b1e3451286361b4af70ce1adb2984d392f9"}, | |
| {file = "numpy-1.20.3.zip", hash = "sha256:e55185e51b18d788e49fe8305fd73ef4470596b33fc2c1ceb304566b99c71a69"}, | |
| ] | |
| pandas = [ | |
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| {file = "pandas-1.2.4-cp37-cp37m-manylinux1_i686.whl", hash = "sha256:8d4c74177c26aadcfb4fd1de6c1c43c2bf822b3e0fc7a9b409eeaf84b3e92aaa"}, | |
| {file = "pandas-1.2.4-cp37-cp37m-manylinux1_x86_64.whl", hash = "sha256:b730add5267f873b3383c18cac4df2527ac4f0f0eed1c6cf37fcb437e25cf558"}, | |
| {file = "pandas-1.2.4-cp37-cp37m-win32.whl", hash = "sha256:2cb7e8f4f152f27dc93f30b5c7a98f6c748601ea65da359af734dd0cf3fa733f"}, | |
| {file = "pandas-1.2.4-cp37-cp37m-win_amd64.whl", hash = "sha256:2111c25e69fa9365ba80bbf4f959400054b2771ac5d041ed19415a8b488dc70a"}, | |
| {file = "pandas-1.2.4-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:167693a80abc8eb28051fbd184c1b7afd13ce2c727a5af47b048f1ea3afefff4"}, | |
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| {file = "pandas-1.2.4-cp38-cp38-manylinux1_x86_64.whl", hash = "sha256:971e2a414fce20cc5331fe791153513d076814d30a60cd7348466943e6e909e4"}, | |
| {file = "pandas-1.2.4-cp38-cp38-win32.whl", hash = "sha256:68d7baa80c74aaacbed597265ca2308f017859123231542ff8a5266d489e1858"}, | |
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| {file = "pandas-1.2.4.tar.gz", hash = "sha256:649ecab692fade3cbfcf967ff936496b0cfba0af00a55dfaacd82bdda5cb2279"}, | |
| ] | |
| pathspec = [ | |
| {file = "pathspec-0.8.1-py2.py3-none-any.whl", hash = "sha256:aa0cb481c4041bf52ffa7b0d8fa6cd3e88a2ca4879c533c9153882ee2556790d"}, | |
| {file = "pathspec-0.8.1.tar.gz", hash = "sha256:86379d6b86d75816baba717e64b1a3a3469deb93bb76d613c9ce79edc5cb68fd"}, | |
| ] | |
| pyarrow = [ | |
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| [tool.poetry] | |
| name = "martech-parquet-browser" | |
| version = "0.1.0" | |
| description = "" | |
| authors = ["Your Name <you@example.com>"] | |
| license = "MIT" | |
| [tool.poetry.dependencies] | |
| python = "^3.8" | |
| pyarrow = "^4.0.0" | |
| pandas = "^1.2.4" | |
| [tool.poetry.dev-dependencies] | |
| black = {version = "^21.5b1", allow-prereleases = true} | |
| [build-system] | |
| requires = ["poetry-core>=1.0.0"] | |
| build-backend = "poetry.core.masonry.api" |
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