├── .github └── workflows │ ├── gh-pages.yml │ └── unittests.yml ├── .gitignore ├── AGENTS.md ├── LICENSE ├── MANIFEST.in ├── README.md ├── docs ├── ROCM.md ├── assets │ └── images │ │ └── klongpy_logo.jpg ├── examples.md ├── fast_columnar_database.md ├── index.md ├── ipc_capabilities.md ├── operators.md ├── performance.md ├── python_integration.md ├── quick-start.md ├── repl.md ├── table_and_key_value_stores.md ├── timer.md └── web_server.md ├── examples ├── 1brc │ ├── README.md │ ├── par.kg │ ├── par.py │ └── worker.kg ├── db │ ├── dfs.kg │ └── server.kg ├── deploy │ ├── docker │ │ └── Dockerfile │ └── k8s │ │ └── nfs │ │ ├── app.yml │ │ └── pvc.yml ├── ipc │ ├── cli_broadcast.kg │ ├── cli_pubsub.kg │ ├── simple_client.kg │ ├── simple_server.kg │ ├── srv_broadcast.kg │ └── srv_pubsub.kg ├── math │ ├── fft.kg │ ├── fft.py │ └── trig.kg ├── ml │ ├── cosine_similarity.kg │ ├── cosine_similarity.py │ ├── faiss │ │ ├── 1-flat.kg │ │ ├── 1-flat.py │ │ └── README.md │ ├── knn.kg │ ├── knn.py │ ├── lstm │ │ ├── lstm.kg │ │ ├── lstm.py │ │ └── mkwindows.py │ ├── transformer.kg │ └── transformer.py ├── python │ ├── README.md │ ├── hello.kg │ ├── hello.py │ ├── hello_exports.kg │ ├── hello_exports.py │ ├── multiprocessing │ │ ├── README.md │ │ ├── callback.kg │ │ ├── callback.py │ │ ├── pool.kg │ │ ├── pool.py │ │ ├── pool_async.kg │ │ └── worker │ │ │ ├── par.kg │ │ │ ├── par.py │ │ │ └── worker.kg │ └── threading │ │ ├── callback.kg │ │ ├── callback.py │ │ ├── callback_async.kg │ │ ├── callback_async.py │ │ ├── pool.kg │ │ ├── pool.py │ │ └── pool_async.kg ├── stats_logging │ ├── head.kg │ ├── stats_client.kg │ ├── stats_server.kg │ └── util.py ├── stocks │ ├── alpaca │ │ ├── update_data.kg │ │ └── ws │ │ │ ├── feed.kg │ │ │ ├── feed_consumer.kg │ │ │ └── stream.kg │ ├── options │ │ ├── black-scholes.kg │ │ └── black-scholes.py │ ├── polygon │ │ ├── update_data.kg │ │ └── ws │ │ │ ├── feed.kg │ │ │ ├── feed_consumer.kg │ │ │ └── stream.kg │ └── yfinance │ │ ├── compact_lstm.kg │ │ ├── fetch.kg │ │ ├── lstm.kg │ │ ├── mkwindows.py │ │ └── yfinance.kg └── web │ └── server.kg ├── klongpy ├── __init__.py ├── adverbs.py ├── autograd.py ├── backend.py ├── core.py ├── db │ ├── __init__.py │ ├── df_cache.py │ ├── file_cache.py │ ├── helpers.py │ ├── sys_fn_db.py │ └── sys_fn_kvs.py ├── dyads.py ├── interpreter.py ├── lib │ ├── README.md │ ├── csv.kg │ ├── edt.kg │ ├── eigenv.kg │ ├── help.kg │ ├── huffman.kg │ ├── math.kg │ ├── nstat.kg │ ├── print.kg │ ├── set.kg │ ├── spline.kg │ ├── time.kg │ └── util.kg ├── monads.py ├── repl.py ├── sys_fn.py ├── sys_fn_ipc.py ├── sys_fn_timer.py ├── sys_var.py ├── utils.py ├── web │ ├── __init__.py │ └── sys_fn_web.py └── ws │ ├── __init__.py │ └── sys_fn_ws.py ├── mkdocs.yml ├── push_pypi.sh ├── scripts └── kgpy ├── setup.py └── tests ├── __init__.py ├── gen_join_over.py ├── gen_py_suite.py ├── gen_test_fn.py ├── kgtests ├── db │ ├── mkdf.py │ ├── test_array_modification_table_effects.kg │ ├── test_array_update_table_effects.kg │ ├── test_create_empty_table.kg │ ├── test_create_multi_col_table.kg │ ├── test_create_one_col_table.kg │ ├── test_multi_bulk_insert.kg │ ├── test_multi_col_insert_with_multi_index.kg │ ├── test_multi_col_insert_with_single_index.kg │ ├── test_multi_insert_no_index.kg │ ├── test_multi_table_join.kg │ ├── test_rindex.kg │ ├── test_table_from_df.kg │ ├── test_table_modification_array_effects.kg │ └── test_table_via_dict_behavior.kg ├── interop │ ├── pool.py │ ├── test_multiprocessing.kg │ ├── test_py.kg │ ├── test_pya.kg │ ├── test_pya_numpy.kg │ ├── test_pyc.kg │ ├── test_pyc_numpy.kg │ ├── test_pyf_multiple_sub_modules.kg │ └── test_pyf_sub_module.kg ├── known_failure.kg ├── language │ ├── gen_fn.kg │ ├── gen_join_over.kg │ ├── test_broadcasting.kg │ ├── test_extra_suite.kg │ ├── test_fn_scope.kg │ ├── test_join_over.kg │ ├── test_multiline.kg │ ├── test_nest_fn.kg │ ├── test_nested_join.kg │ ├── test_reassign.kg │ ├── test_suite.kg │ └── test_vectorization.kg └── runner.kg ├── perf_async.py ├── perf_avg.py ├── perf_duckdb.py ├── perf_gen.py ├── perf_ipc_overhead.py ├── perf_join.py ├── perf_load.py ├── perf_prog.py ├── perf_serdes.py ├── perf_sys_fn_db.py ├── perf_vector.py ├── plugins ├── custom_export │ ├── __init__.py │ └── exports.py └── greetings │ ├── __init__.py │ └── hello_world.py ├── test_accel.py ├── test_autograd.py ├── test_df_cache.py ├── test_eval_monad_list.py ├── test_examples.py ├── test_extra_suite.py ├── test_file_cache.py ├── test_interop.py ├── test_kg_asarray.py ├── test_kgtests.py ├── test_known_bugs.py ├── test_prog.py ├── test_reshape_strings.py ├── test_suite.py ├── test_suite_file.py ├── test_sys_fn.py ├── test_sys_fn_db.py ├── test_sys_fn_ipc.py ├── test_sys_fn_timer.py ├── test_sys_fn_web.py ├── test_util.py └── utils.py /.github/workflows/gh-pages.yml: -------------------------------------------------------------------------------- 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