{
    "info": {
        "author": "Mathias Fu\u00dfenegger",
        "author_email": "pip@zignar.net",
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        "classifiers": [
            "Development Status :: 4 - Beta",
            "License :: OSI Approved :: MIT License",
            "Programming Language :: Python :: 3",
            "Programming Language :: Python :: 3.6",
            "Programming Language :: Python :: 3.7"
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        "description": "===\ncr8\n===\n\n.. image:: https://travis-ci.org/mfussenegger/cr8.svg?branch=master\n    :target: https://travis-ci.org/mfussenegger/cr8\n    :alt: travis-ci\n\n.. image:: https://img.shields.io/pypi/wheel/cr8.svg\n    :target: https://pypi.python.org/pypi/cr8/\n    :alt: Wheel\n\n.. image:: https://img.shields.io/pypi/v/cr8.svg\n   :target: https://pypi.python.org/pypi/cr8/\n   :alt: PyPI Version\n\n.. image:: https://img.shields.io/pypi/pyversions/cr8.svg\n   :target: https://pypi.python.org/pypi/cr8/\n   :alt: Python Version\n\nA collection of command line tools for `Crate\n<https://github.com/crate/crate>`_ developers (and maybe users as well).\n\nTOC\n====\n\n- `Why cr8? \ud83e\udd14`_\n- `Install \ud83d\udcbe`_\n- `Usage`_\n- `Sub-commands`_\n    - `timeit \ud83d\udd50`_\n    - `insert-fake-data`_\n    - `insert-json`_\n    - `insert-blob`_\n    - `run-spec`_\n    - `run-crate`_\n        - `Script reproduction`_\n        - `Find regressions`_\n        - `Profiling`_\n    - `run-track`_\n    - `reindex`_\n- `Protocols`_\n- `Development \u2622`_\n\n\nWhy cr8? \ud83e\udd14\n===========\n\n1. To quickly produce sample data. Often if someone reports an issue sample\n   data is required to be able to reproduce it.\n   `insert-fake-data`_ and `insert-json`_ address this problem.\n\n2. To benchmark queries & compare runtime across Crate versions.  `timeit \ud83d\udd50`_,\n   `run-spec`_ and `run-track`_ can be used to get runtime statistics of\n   queries.\n   These tools focus on response latencies. Being able to benchmark throughput\n   is NOT a goal of cr8. Similarly, being able to simulate real-world use\n   cases is also NOT a goal of cr8.\n\n\n\n.. note::\n\n    Although most commands output text by default. Most take a ``--output-fmt\n    json`` argument to output JSON.\n    This is useful if used together with `jq`_ to post-process the output\n\n\nInstall \ud83d\udcbe\n==========\n\nPython >= 3.6 is required to use the command line tools.\n\nInstall them using `pip <https://pip.pypa.io/en/stable/>`_::\n\n    python3.6 -m pip install --user cr8\n\nOr download a single ``zipapp`` file from the `releases page\n<https://github.com/mfussenegger/cr8/releases>`_.\n\n\nUsage\n=====\n\nThe main binary is called ``cr8`` which contains a couple of sub-commands.\n\nUse ``cr8 -h`` or ``cr8 <subcommand> -h`` to get a more detailed usage\ndescription.\n\nThe included sub-commands are described in more detail below:\n\nSub-commands\n============\n\ntimeit \ud83d\udd50\n---------\n\nA tool that can be used to measure the runtime of a given SQL statement on a\ncluster::\n\n    >>> echo \"select name from sys.cluster\" | cr8 timeit --hosts localhost:4200\n    Runtime (in ms):\n        mean:    ... \u00b1 ...\n        min/max: ... \u2192 ...\n    Percentile:\n        50:   ... \u00b1 ... (stdev)\n        95:   ...\n        99.9: ...\n\n\ninsert-fake-data\n----------------\n\nA tool that can be used to fill a table with random data. The script will\ngenerate the records using `faker <https://github.com/joke2k/faker>`_.\n\nFor example given the table as follows::\n\n    create table x.demo (\n        id int,\n        name text,\n        country text\n    );\n\nThe following command can be used to insert 1000 records::\n\n    >>> cr8 insert-fake-data --hosts localhost:4200 --table x.demo --num-records 200\n    Found schema: \n    {\n        \"country\": \"text\",\n        \"id\": \"integer\",\n        \"name\": \"text\"\n    }\n    Using insert statement: \n    insert into \"x\".\"demo\" (\"id\", \"name\", \"country\") values (?, ?, ?)\n    Will make 1 requests with a bulk size of 200\n    Generating fake data and executing inserts\n    <BLANKLINE>\n\n\nIt will automatically read the schema from the table and map the columns to\nfaker `providers\n<https://faker.readthedocs.io/en/latest/providers.html>`_ and insert the\ngive number of records.\n\n(Currently only top-level columns are supported)\n\ninsert-json\n-----------\n\n``insert-json`` can be used to insert records from a JSON file::\n\n    >>> cat tests/demo.json | cr8 insert-json --table x.demo --hosts localhost:4200\n    Executing inserts: bulk_size=1000 concurrency=25\n    Runtime (in ms):\n        mean:    ... \u00b1 0.000\n\nOr simply print the insert statement generated from a JSON string::\n\n    >>> echo '{\"name\": \"Arthur\"}' | cr8 insert-json --table mytable\n    ('insert into mytable (\"name\") values (?)', ['Arthur'])\n    ...\n\ninsert-blob\n-----------\n\nA tool to upload a file into a blob table::\n\n    >>> cr8 insert-blob --hosts localhost:4200 --table blobtable specs/sample.toml\n    http://.../_blobs/blobtable/c7ba64086c76c2db78dfabf163ef41a338a0d84b\n\nrun-spec\n--------\n\nA tool to run benchmarks against a cluster and store the result in another\ncluster. The benchmark itself is defined in a spec file which defines `setup`,\n`benchmark` and `teardown` instructions.\n\nThe instructions itself are just SQL statements (or files containing SQL\nstatements).\n\nIn the `specs` folder is an example spec file.\n\nUsage::\n\n    >>> cr8 run-spec specs/sample.toml localhost:4200 -r localhost:4200\n    # Running setUp\n    # Running benchmark\n    <BLANKLINE>\n    ## Running Query:\n       Statement: select count(*) from countries\n       Concurrency: 2\n       Duration: 1\n    Runtime (in ms):\n        mean:    ... \u00b1 ...\n        min/max: ... \u2192 ...\n    Percentile:\n        50:   ... \u00b1 ... (stdev)\n        95:   ...\n        99.9: ...\n    ...\n    ## Skipping (Version ...\n       Statement: ...\n    # Running tearDown\n    <BLANKLINE>\n\n`-r` is optional and can be used to save the benchmark result into a cluster.\nA table named `benchmarks` will be created if it doesn't exist.\n\nWriting spec files in python is also supported::\n\n    >>> cr8 run-spec specs/sample.py localhost:4200\n    # Running setUp\n    # Running benchmark\n    ...\n\nrun-crate\n---------\n\nLaunch a Crate instance::\n\n    > cr8 run-crate 0.55.0\n\nThis requires Java 8.\n\n``run-crate`` supports chaining of additional commands using ``--``. Under the\ncontext of ``run-crate`` any host urls can be formatted using the\n``{node.http_url}`` format string::\n\n    >>> cr8 run-crate latest-stable -- timeit -s \"select 1\" --hosts '{node.http_url}'\n     # run-crate\n    ===========\n    <BLANKLINE>\n    ...\n    Starting Crate process\n    CrateDB launching:\n        PID: ...\n        Logs: ...\n        Data: ...\n    <BLANKLINE>\n    ...\n    Cluster ready to process requests\n    <BLANKLINE>\n    <BLANKLINE>\n    # timeit\n    ========\n    <BLANKLINE>\n    <BLANKLINE>\n    <BLANKLINE>\n    <BLANKLINE>\n\nIn the above example ``timeit`` is a ``cr8`` specific sub-command. But it's\nalso possible to use arbitrary commands by prefixing them with ``@``::\n\n    cr8 run-crate latest-nightly -- @http '{node.http_url}'\n\n\nScript reproduction\n~~~~~~~~~~~~~~~~~~~\n\nOne common use of this feature is to quickly reproduce bug reports::\n\n    cr8 run-crate latest-nightly -- @crash --hosts {node.http_url} <<EOF\n        create table mytable (x int);\n        insert into mytable (x) values (1);\n        refresh mytable;\n        ...\n    EOF\n\n\nFind regressions\n~~~~~~~~~~~~~~~~\n\nAnother use case is to use ``run-crate`` in combination with ``run-spec`` and\n``git bisect``::\n\n    git bisect run cr8 run-crate path/to/crate/src \\\n        -- run-spec path/to/spec.toml '{node.http_url}' --fail-if '{runtime_stats.mean} > 15'\n\nThis could also be combined with `timeout\n<https://www.gnu.org/software/coreutils/manual/html_node/timeout-invocation.html#timeout-invocation>`_.\n\n\nProfiling\n~~~~~~~~~\n\nThis can also be used in combination with the Java flight recorder to do\nprofiling::\n\n    cr8 run-crate latest-nightly \\\n        -e CRATE_HEAP_SIZE=4g \\\n        -e CRATE_JAVA_OPTS=\"-Dcrate.signal_handler.disabled=true -XX:+UnlockDiagnosticVMOptions -XX:+DebugNonSafepoints -XX:+UnlockCommercialFeatures -XX:+FlightRecorder\" \\\n        -s discovery.type=single-node \\\n        -- run-spec path/to/specs/example.toml {node.http_url} --action setup \\\n        -- @jcmd {node.process.pid} JFR.start duration=60s filename=myrecording.jfr \\\n        -- run-spec path/to/specs/example.toml {node.http_url} --action queries \\\n        -- @jcmd {node.process.pid} JFR.stop\n\n\nrun-track\n---------\n\nA tool to run ``.toml`` track files.\nA track is a matrix definition of node version, configurations and spec files.\n\nFor each version and configuration a Crate node will be launched and all specs\nwill be executed::\n\n    >>> cr8 run-track tracks/sample.toml\n    # Version:  latest-testing\n    ## Starting Crate latest-testing, configuration: default.toml\n    ### Running spec file:  sample.toml\n    # Running setUp\n    # Running benchmark\n    ...\n\n\nreindex\n-------\n\nA command to re-index all tables on a cluster which have been created in the\nprevious major versions. 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