* FIX-modin-project#2195: fix describe error for datasets with datetimes (modin-project#2272) * FIX-modin-project#2195: fix describe error for datasets with datetimes Signed-off-by: Anatoly Myachev <anatoly.myachev@intel.com> * FIX-modin-project#2195: add test Signed-off-by: Anatoly Myachev <anatoly.myachev@intel.com> * FIX-modin-project#2195: enable fix Signed-off-by: Anatoly Myachev <anatoly.myachev@intel.com> * FIX-modin-project#2195: Update modin/pandas/test/dataframe/test_reduction.py Co-authored-by: Dmitry Chigarev <62142979+dchigarev@users.noreply.github.com> Signed-off-by: Anatoly Myachev <anatoly.myachev@intel.com> * FIX-modin-project#1906: fixed incorrect behaviour of 'groupby.__getattr' (modin-project#2276) Signed-off-by: Dmitry Chigarev <dmitry.chigarev@intel.com> * FIX-modin-project#2277: applied Title Case to the names of DATASET_SIZE_DICT keys (modin-project#2278) Signed-off-by: Dmitry Chigarev <dmitry.chigarev@intel.com> * FIX-modin-project#2280: use 32 bytes in secrets.token_hex (modin-project#2286) Signed-off-by: Anatoly Myachev <anatoly.myachev@intel.com> * TEST-modin-project#2260: use recommended pandas testing api (modin-project#2273) * TEST-modin-project#2260: use recommended pandas testing api Signed-off-by: Anatoly Myachev <anatoly.myachev@intel.com> * TEST-modin-project#2260: replace getSeriesData with test_data Signed-off-by: Anatoly Myachev <anatoly.myachev@intel.com> * TEST-modin-project#2260: remove assert_categories_equal Signed-off-by: Anatoly Myachev <anatoly.myachev@intel.com> * FIX-modin-project#2254: handling dict functions at groupby.agg improved (modin-project#2267) Signed-off-by: Dmitry Chigarev <dmitry.chigarev@intel.com> * FEAT-modin-project#2282: support DataFrame.[count|max|min|sum] for OmniSci backend (modin-project#2283) Signed-off-by: ienkovich <ilya.enkovich@intel.com> * FIX-modin-project#1976: indices matching at reduction functions fixed (modin-project#2270) Signed-off-by: Dmitry Chigarev <dmitry.chigarev@intel.com> * FEAT-modin-project#2299: support value_counts in OmniSci backend. (modin-project#2300) Signed-off-by: ienkovich <ilya.enkovich@intel.com> * FIX-modin-project#1765: Fix support of s3 in `read_parquet` (modin-project#2287) Signed-off-by: Alexey Prutskov <alexey.prutskov@intel.com> * FIX-modin-project#2285: Default to pandas warning message improved (modin-project#2302) Signed-off-by: Dmitry Chigarev <dmitry.chigarev@intel.com> * FEAT-modin-project#2303: fix OmniSci aggregates and add mean (modin-project#2304) Signed-off-by: ienkovich <ilya.enkovich@intel.com> * FIX-modin-project#2258: return 'Commit Message formatting' topic (modin-project#2306) Signed-off-by: Anatoly Myachev <anatoly.myachev@intel.com> * FIX-modin-project#2133 modin-project#2265: Fix binary operations for modin frames in case when partitioning isn't aligned (modin-project#2256) Signed-off-by: Alexey Prutskov <alexey.prutskov@intel.com> * FIX-modin-project#2239: Compute row index start using pandas (modin-project#2240) * FIX-modin-project#2239: Compute row index start using pandas Signed-off-by: Devin Petersohn <devin.petersohn@gmail.com> * FIX-modin-project#2239: Documentation Signed-off-by: Devin Petersohn <devin.petersohn@gmail.com> * FIX-modin-project#2239: Improve testing for case Signed-off-by: Devin Petersohn <devin.petersohn@gmail.com> * FIX-modin-project#2253: loc assignment fixed in case of (1, 1) shape frame (modin-project#2316) Signed-off-by: Dmitry Chigarev <dmitry.chigarev@intel.com> * FIX-modin-project#2311: fixed performance bottleneck at reduction operations (modin-project#2314) Signed-off-by: Dmitry Chigarev <dmitry.chigarev@intel.com> * TEST-modin-project#2288: Cover by tests delimiters parameters of read_csv (modin-project#2310) Signed-off-by: Alexander Myskov <alexander.myskov@intel.com> * FIX-modin-project#2234: update dask_deps in setup.py (modin-project#2325) Signed-off-by: Anatoly Myachev <anatoly.myachev@intel.com> * FIX-modin-project#2326: move s3fs import in _read function (modin-project#2327) Signed-off-by: Anatoly Myachev <anatoly.myachev@intel.com> * FIX-modin-project#2329: TypeError while creating cluster (modin-project#2330) Signed-off-by: Anatoly Myachev <anatoly.myachev@intel.com> * FIX-#0000: Indexing regression (modin-project#2333) * FIX-#0000: Indexing regression Signed-off-by: Devin Petersohn <devin.petersohn@gmail.com> * FIX-#0000: Fix `loc` Signed-off-by: Devin Petersohn <devin.petersohn@gmail.com> * FIX-#0000: Fix DatetimeIndex Signed-off-by: Devin Petersohn <devin.petersohn@gmail.com> * FIX-#0000: Fix Datetime and checks Signed-off-by: Devin Petersohn <devin.petersohn@gmail.com> * DOCS-modin-project#2334: Add tutorials to main repo (modin-project#2335) Signed-off-by: Devin Petersohn <devin.petersohn@gmail.com> * DOCS-modin-project#2193: Add contributing doc in checklist (modin-project#2216) * DOCS-modin-project#2193: update contributing doc Signed-off-by: Anatoly Myachev <anatoly.myachev@intel.com> * REFACTOR-modin-project#2343: refactor offset, _read_rows, partitioned_file (modin-project#2344) Signed-off-by: Anatoly Myachev <anatoly.myachev@intel.com> * FIX-modin-project#1927: Fix performance issue related to `sparse` attribute access (modin-project#2318) Signed-off-by: Igoshev, Yaroslav <yaroslav.igoshev@intel.com> * FIX-modin-project#2269: Move `default_to_pandas` logic from API layer to backend (modin-project#2332) * FIX-modin-project#2269: Move `default_to_pandas` logic from API layer to backend Signed-off-by: Igoshev, Yaroslav <yaroslav.igoshev@intel.com> * FIX-modin-project#2269: Added a test which calls _apply_agg_function Signed-off-by: Gregory Shimansky <gregory.shimansky@intel.com> * FIX-modin-project#2269: Added required arguments for groupby_agg Moved wrap_udf_function into backend because omnisci doesn't support executing lambdas. Signed-off-by: Gregory Shimansky <gregory.shimansky@intel.com> * FIX-modin-project#2269: Use correct default_to_pandas for groupby in backend, refactor default to pandas functions in BaseQC Signed-off-by: Igoshev, Yaroslav <yaroslav.igoshev@intel.com> * FIX-modin-project#2269: Renamed new default_to_pandas_groupby function into private function of Pandas backend because it is not used anywhere else. Signed-off-by: Gregory Shimansky <gregory.shimansky@intel.com> * FIX-modin-project#2269: Fixed specification of backend now it is possible to specify --backend=PandasOnDask, --backend=PandasOnRay or --backend=PandasOnPython, not just --backend=BaseOnPython. Signed-off-by: Gregory Shimansky <gregory.shimansky@intel.com> * FIX-modin-project#2269: Fix BaseOnPython tests Signed-off-by: Igoshev, Yaroslav <yaroslav.igoshev@intel.com> * FIX-modin-project#2269: Remove default_to_pandas_groupby Signed-off-by: Igoshev, Yaroslav <yaroslav.igoshev@intel.com> * FIX-modin-project#2269: logic of dropping 'by' moved back to API level Signed-off-by: Dmitry Chigarev <dmitry.chigarev@intel.com> Co-authored-by: Gregory Shimansky <gregory.shimansky@intel.com> Co-authored-by: Dmitry Chigarev <dmitry.chigarev@intel.com> * TEST-modin-project#2292: Cover by tests Datetime Handling parameters of read_csv (modin-project#2336) Signed-off-by: Alexander Myskov <alexander.myskov@intel.com> * FEAT-modin-project#2271: Add implementation of `groupby.shift` (modin-project#2323) Signed-off-by: Alexey Prutskov <alexey.prutskov@intel.com> * FIX-modin-project#2348: Fix default to pandas warnings (modin-project#2349) Signed-off-by: Igoshev, Yaroslav <yaroslav.igoshev@intel.com> * FIX-modin-project#2357: Fix path to documentation for contributing (modin-project#2358) Signed-off-by: Igoshev, Yaroslav <yaroslav.igoshev@intel.com> * FIX-modin-project#2352: remove deprecated option: 'num-redis-shards' (modin-project#2353) Signed-off-by: Anatoly Myachev <anatoly.myachev@intel.com> * FIX-modin-project#2339: Fix links to documentation (modin-project#2361) Signed-off-by: Igoshev, Yaroslav <yaroslav.igoshev@intel.com> * FIX-modin-project#2354: use conda activate instead of conda run (modin-project#2355) Signed-off-by: Anatoly Myachev <anatoly.myachev@intel.com> * FEAT-modin-project#2363: introduce getter and setter for index name (modin-project#2368) Signed-off-by: ienkovich <ilya.enkovich@intel.com> * FEAT-modin-project#1844: upgrade pyarrow to 1.0 (modin-project#2347) Signed-off-by: Anatoly Myachev <anatoly.myachev@intel.com> * FIX-modin-project#2365: Fix `Series.value_counts` when `dropna=False` (modin-project#2366) Signed-off-by: Igoshev, Yaroslav <yaroslav.igoshev@intel.com> * FIX-modin-project#2369: Update pandas version to 1.1.4 (modin-project#2371) Signed-off-by: Igoshev, Yaroslav <yaroslav.igoshev@intel.com> * FIX-modin-project#2322: add aligning partition' blocks (modin-project#2367) Signed-off-by: Anatoly Myachev <anatoly.myachev@intel.com> * Bump version to 0.8.2 (modin-project#2383) Signed-off-by: Devin Petersohn <devin.petersohn@gmail.com> * FIX-modin-project#2386: add new location for import ray functions (modin-project#2387) Signed-off-by: Anatoly Myachev <anatoly.myachev@intel.com> * FIX-modin-project#2388: Fixed requirements for omnisci binaries (modin-project#2389) Signed-off-by: Gregory Shimansky <gregory.shimansky@intel.com> * FIX-modin-project#2380: don't ignore lengths parameter for dask engine (modin-project#2381) Signed-off-by: Anatoly Myachev <anatoly.myachev@intel.com> * FIX-modin-project#2390: Fix inserting Series into DataFrame (modin-project#2391) Signed-off-by: Igoshev, Yaroslav <yaroslav.igoshev@intel.com> * FIX-2200: Enable Calcite by default in OmniSci backend (modin-project#2385) Signed-off-by: Alexander Myskov <alexander.myskov@intel.com> * TEST-modin-project#2289: Columns, Index Locations and Names parameters of read_csv (modin-project#2319) Signed-off-by: Alexander Myskov <alexander.myskov@intel.com> * REFACTOR-modin-project#2397: remove redundant assigment (modin-project#2398) Signed-off-by: Anatoly Myachev <anatoly.myachev@intel.com> * FEAT-modin-project#2363: fix index name setter in OmniSci backend (modin-project#2379) Signed-off-by: ienkovich <ilya.enkovich@intel.com> * Merged groupby_agg and groupby_dict_agg to implement dictionary functions aggregations (modin-project#2317) * FIX-modin-project#2254: Added dictionary functions to groupby aggregate tests Signed-off-by: Gregory Shimansky <gregory.shimansky@intel.com> * FIX-modin-project#2254: Initial implementation of dictionary functions aggregation Signed-off-by: Gregory Shimansky <gregory.shimansky@intel.com> * FIX-modin-project#2254: Remove lambda wrapper to allow dictionary to go to backend Signed-off-by: Gregory Shimansky <gregory.shimansky@intel.com> * FIX-modin-project#2254: Fixed AttributeError not being thrown from getattr Signed-off-by: Gregory Shimansky <gregory.shimansky@intel.com> * FIX-modin-project#2254: Lint fixes Signed-off-by: Gregory Shimansky <gregory.shimansky@intel.com> * FEAT-modin-project#2363: fix index name setter in OmniSci backend Signed-off-by: ienkovich <ilya.enkovich@intel.com> * FIX-modin-project#2254: Removed obsolete groupby_dict_agg API function Signed-off-by: Gregory Shimansky <gregory.shimansky@intel.com> * FIX-modin-project#2254: Fixed dict aggregate for base backend Signed-off-by: Gregory Shimansky <gregory.shimansky@intel.com> * FIX-modin-project#2254: Address reformatting comments Signed-off-by: Gregory Shimansky <gregory.shimansky@intel.com> * FIX-modin-project#2254: Remove whitespace Signed-off-by: Gregory Shimansky <gregory.shimansky@intel.com> * FIX-modin-project#2254: Removed redundant argument conversion because it is already done inside of base backend. Signed-off-by: Gregory Shimansky <gregory.shimansky@intel.com> Co-authored-by: ienkovich <ilya.enkovich@intel.com> * FIX-modin-project#2406: filter dictionary aggregation keys to limit them to keys only present in current partition (modin-project#2407) * FIX-modin-project#2406: Added test to detect this bug Signed-off-by: Gregory Shimansky <gregory.shimansky@intel.com> * FIX-modin-project#2406: Added filter for keys absent in current partition Signed-off-by: Gregory Shimansky <gregory.shimansky@intel.com> * FIX-modin-project#2406: Attemt to fix broken test on BaseOnPython backend This test gets a corrupted dataframe with "col2" removed by previous test cases. Signed-off-by: Gregory Shimansky <gregory.shimansky@intel.com> * DOCS-modin-project#2413: Add examples page to documentation (modin-project#2414) * Resolves modin-project#2413 Signed-off-by: Devin Petersohn <devin.petersohn@gmail.com> * DOCS-modin-project#2415: Add comparisons section to documentation with stubs (modin-project#2416) Signed-off-by: Devin Petersohn <devin.petersohn@gmail.com> * DOCS-modin-project#2417: add sklearn example (modin-project#2425) Signed-off-by: reshamas <reshama.stat@gmail.com> * DOCS-modin-project#2421: Fixes bad link on contributing from architecture.rst (modin-project#2427) Signed-off-by: Victor Fomin <vfdev.5@gmail.com> * DOCS-modin-project#2419: Updated CONTRIBUTING.rst (modin-project#2423) Signed-off-by: Victor Fomin <vfdev.5@gmail.com> * DOCS-modin-project#2426,DOCS-modin-project#2424: Fixed two issues (modin-project#2431) - Closes modin-project#2424, CONTRIBUTING.rst does not render the commit message formatting example - Closes modin-project#2426, Bad links in index.rst - Renamed CONTRIBUTING.rst into contributing.rst Signed-off-by: Victor Fomin <vfdev.5@gmail.com> * DOCS-modin-project#2420: Changed documentation to numpydoc style (modin-project#2429) Signed-off-by: Mohammed Kashif <md.kashif.py93@gmail.com> Co-authored-by: Mohammed Kashif <md.kashif.py93@gmail.com> * DOCS-modin-project#2433: Updated README.md with modin_vs_dask.md doc (modin-project#2435) Signed-off-by: Abdulelah S. Al Mesfer <abdulelah.almesfer@gmail.com> * FIX-modin-project#2450: fix CI recipe (modin-project#2449) Signed-off-by: Dmitry Chigarev <dmitry.chigarev@intel.com> * DOCS-modin-project#2437: Add documentation contrasting Modin and Dask (modin-project#2441) * Resolves modin-project#2437 Signed-off-by: Devin Petersohn <devin.petersohn@gmail.com> * FEAT-modin-project#2444: add docker file for nyc on omnisci (modin-project#2445) Signed-off-by: Anatoly Myachev <anatoly.myachev@intel.com> * FIX-modin-project#2458: fix 'psutil' install (modin-project#2452) Signed-off-by: Anatoly Myachev <anatoly.myachev@intel.com> * FIX-modin-project#2456: update taxi queries with .copy usage (modin-project#2457) Signed-off-by: Anatoly Myachev <anatoly.myachev@intel.com> * FEAT-modin-project#2447: add docker file for census on omnisci (modin-project#2448) Also add instructions for building docker images Signed-off-by: Anatoly Myachev <anatoly.myachev@intel.com> * FIX-modin-project#2470: revert b867edf (modin-project#2471) Signed-off-by: Alexander Myskov <alexander.myskov@intel.com> * FIX-modin-project#2473: Some configuration values should not be transformed (modin-project#2476) * FIX-modin-project#2473: Some configuration values should not be transformed Signed-off-by: Vasilij Litvinov <vasilij.n.litvinov@intel.com> * FIX-modin-project#2473: Add tests for ExactStr Signed-off-by: Vasilij Litvinov <vasilij.n.litvinov@intel.com> * FIX-modin-project#2402: Fix read_excel when files come from older windows (modin-project#2403) * Resolves modin-project#2402 * Search for the content files instead of assuming location Signed-off-by: Devin Petersohn <devin.petersohn@gmail.com> * REFACTOR-modin-project#2467: Convert internal base dataframe objects to ABC (modin-project#2468) Signed-off-by: Devin Petersohn <devin.petersohn@gmail.com> * FIX-modin-project#2459: Updated TeamCity tests image to use Ray as base image (modin-project#2460) Signed-off-by: Gregory Shimansky <gregory.shimansky@intel.com> * TEST-modin-project#2488: Increase commitlint message length limit to 88 characters from 70 (modin-project#2489) Signed-off-by: Devin Petersohn <devin.petersohn@gmail.com> * DOCS-modin-project#2439: Add Documentation for Modin vs. pandas (modin-project#2487) Signed-off-by: Devin Petersohn <devin.petersohn@gmail.com> * TEST-modin-project#2290: Cover by tests General Parsing Configuration parameters of read_csv (modin-project#2331) Signed-off-by: Alexander Myskov <alexander.myskov@intel.com> * FIX-modin-project#2453: Remove sorting indices for equal values in `Series.value_counts` (modin-project#2454) Signed-off-by: Igoshev, Yaroslav <yaroslav.igoshev@intel.com> * TEST-modin-project#2291: Cover by tests NA and Missing Data Handling parameters of read_csv (modin-project#2337) Signed-off-by: Alexander Myskov <alexander.myskov@intel.com> * REFACTOR-modin-project#2496: Change internal reader names to dispatcher (modin-project#2497) * Resolves modin-project#2496 Signed-off-by: Devin Petersohn <devin.petersohn@gmail.com> * TEST-modin-project#2294: add iteration parameters for read_csv tests (modin-project#2477) Signed-off-by: Alexander Myskov <alexander.myskov@intel.com> * FIX-modin-project#2463: Added test with callable functions as aggregate argument (modin-project#2503) Signed-off-by: Gregory Shimansky <gregory.shimansky@intel.com> * TEST-modin-project#2296: Error Handling parameters of read_csv (modin-project#2501) Signed-off-by: Alexander Myskov <alexander.myskov@intel.com> * TEST-modin-project#2295: Cover by tests Quoting, Compression, and File Format parameters of read_csv (modin-project#2495) Co-authored-by: Anatoly Myachev <45976948+anmyachev@users.noreply.github.com> Signed-off-by: Alexander Myskov <alexander.myskov@intel.com> * FEAT-modin-project#2479: integrate asv (modin-project#2484) * FEAT-modin-project#2479: integrate asv Signed-off-by: Anatoly Myachev <anatoly.myachev@intel.com> * FEAT-modin-project#2479: add merge pytest-benchmark in asv style Signed-off-by: Anatoly Myachev <anatoly.myachev@intel.com> * FEAT-modin-project#2479: add CI job for check asv benchmarks Signed-off-by: Anatoly Myachev <anatoly.myachev@intel.com> * FEAT-modin-project#2479: increase verbosity Signed-off-by: Anatoly Myachev <anatoly.myachev@intel.com> * FEAT-modin-project#2479: use launch-method=spawn Signed-off-by: Anatoly Myachev <anatoly.myachev@intel.com> * FEAT-modin-project#2479: add CpuCount usage to control number of partitions Signed-off-by: Anatoly Myachev <anatoly.myachev@intel.com> * FEAT-modin-project#2479: change: TestDatasetSize -> MODIN_TEST_DATASET_SIZE Signed-off-by: Anatoly Myachev <anatoly.myachev@intel.com> * FIX-modin-project#2374: remove extra code; add pandas way to handle duplicate values in reindex func for binary operations (modin-project#2378) Signed-off-by: Anatoly Myachev <anatoly.myachev@intel.com> * TEST-modin-project#2297: Cover by tests Internal parameters of read_csv (modin-project#2502) Signed-off-by: Alexander Myskov <alexander.myskov@intel.com> * Ensure excel reader closes file if it is passed as path (modin-project#2514) Signed-off-by: Vasilij Litvinov <vasilij.n.litvinov@intel.com> * FEAT-modin-project#2375: implementation of multi-column groupby aggregation (modin-project#2461) Signed-off-by: Dmitry Chigarev <dmitry.chigarev@intel.com> * FIX-modin-project#2442: fixed Series assignment with different indices (modin-project#2443) Signed-off-by: Dmitry Chigarev <dmitry.chigarev@intel.com> * FEAT-modin-project#2013: merge_asof that is a little more efficient (modin-project#2510) * FEAT-modin-project#2013: merge_asof that is a little more efficient. Signed-off-by: Itamar Turner-Trauring <itamar@itamarst.org> Signed-off-by: Devin Petersohn <devin.petersohn@gmail.com> * DOCS-modin-project#2436: Explicit local / single node backend (modin-project#2483) Signed-off-by: raphaelauv <raphaelauv@users.noreply.github.com> * Fix indices when reading Excel files in parallel (modin-project#2526) Signed-off-by: Vasilij Litvinov <vasilij.n.litvinov@intel.com> * FIX-modin-project#2527: Use random name for hdf file test, clean file after testing (modin-project#2528) Signed-off-by: Vasilij Litvinov <vasilij.n.litvinov@intel.com> * FIX-modin-project#2524: Update pandas version to 1.1.5 (modin-project#2525) Signed-off-by: Igoshev, Yaroslav <yaroslav.igoshev@intel.com> * FIX-modin-project#2408: Fix read_csv and read_table args when used inside a decora… (modin-project#2486) Signed-off-by: Weiwen Gu <gwengww@gmail.com> * FIX-modin-project#2169: avoid unnecessary index access in groupby (modin-project#2469) Signed-off-by: Dmitry Chigarev <dmitry.chigarev@intel.com> * FIX-modin-project#2313: improved handling non-numeric types at 'mean' when 'axis=1' (modin-project#2535) Signed-off-by: Dmitry Chigarev <dmitry.chigarev@intel.com> * TEST-modin-project#2509: Io tests refactoring (modin-project#2523) * TEST-modin-project#2509: refactor read_csv tests Signed-off-by: Alexander Myskov <alexander.myskov@intel.com> TEST-modin-project#2509: refactor tests with warnings Signed-off-by: Alexander Myskov <alexander.myskov@intel.com> TEST-modin-project#2509: read_parquet tests refactoring Signed-off-by: Alexander Myskov <alexander.myskov@intel.com> TEST-modin-project#2509: read_json tests refactoring Signed-off-by: Alexander Myskov <alexander.myskov@intel.com> TEST-modin-project#2509: read_excel tests refactoring Signed-off-by: Alexander Myskov <alexander.myskov@intel.com> TEST-modin-project#2509: read_hdf tests refactoring Signed-off-by: Alexander Myskov <alexander.myskov@intel.com> TEST-modin-project#2509: add html and sql tests Signed-off-by: Alexander Myskov <alexander.myskov@intel.com> TEST-modin-project#2509: fwf tests refactoring Signed-off-by: Alexander Myskov <alexander.myskov@intel.com> TEST-modin-project#2509: further tests refactoring Signed-off-by: Alexander Myskov <alexander.myskov@intel.com> TEST-modin-project#2509: mark xfailed tests and fix Signed-off-by: Alexander Myskov <alexander.myskov@intel.com> TEST-modin-project#2509: fix Signed-off-by: Alexander Myskov <alexander.myskov@intel.com> TEST-modin-project#2509: further refactoring Signed-off-by: Alexander Myskov <alexander.myskov@intel.com> TEST-modin-project#2509: correct teardown stage Signed-off-by: Alexander Myskov <alexander.myskov@intel.com> * TEST-modin-project#2509: mark failed tests Signed-off-by: Alexander Myskov <alexander.myskov@intel.com> * TEST-modin-project#2509: fix Signed-off-by: Alexander Myskov <alexander.myskov@intel.com> * TEST-modin-project#2509: correct test_HDFStore test Signed-off-by: Alexander Myskov <alexander.myskov@intel.com> * TEST-modin-project#2509: use common teardown function Signed-off-by: Alexander Myskov <alexander.myskov@intel.com> * TEST-modin-project#2509: typo fix Signed-off-by: Alexander Myskov <alexander.myskov@intel.com> * TEST-modin-project#2509: fix Signed-off-by: Alexander Myskov <alexander.myskov@intel.com> * TEST-modin-project#2509: addressing review comments Co-authored-by: Anatoly Myachev <45976948+anmyachev@users.noreply.github.com> Signed-off-by: Alexander Myskov <alexander.myskov@intel.com> * TEST-modin-project#2509: addressing review comments Signed-off-by: Alexander Myskov <alexander.myskov@intel.com> Co-authored-by: Anatoly Myachev <45976948+anmyachev@users.noreply.github.com> * FIX-modin-project#2540: add __iter__ implementation (modin-project#2541) Signed-off-by: Anatoly Myachev <anatoly.myachev@intel.com> * FEAT-modin-project#2520: add most important operations for asv benchmarks (modin-project#2539) * FEAT-modin-project#2520: add most important operations for asv benchmarks Signed-off-by: Anatoly Myachev <anatoly.myachev@intel.com> * FEAT-modin-project#2520: add groupby microbenchmarks Signed-off-by: Anatoly Myachev <anatoly.myachev@intel.com> * FEAT-modin-project#2520: address review comments Signed-off-by: Anatoly Myachev <anatoly.myachev@intel.com> * FIX-modin-project#2498: Fix possible number of partitions for Dask engine (modin-project#2532) Signed-off-by: Igoshev, Yaroslav <yaroslav.igoshev@intel.com> * FIX-modin-project#2550: remove decorators usage for asv tested functions (modin-project#2551) Signed-off-by: Anatoly Myachev <anatoly.myachev@intel.com> * FEAT-modin-project#2236: Handling of space limited Ray Plasma directories (modin-project#2547) Signed-off-by: Alexander Myskov <alexander.myskov@intel.com> * DOCS-modin-project#2518: add asv usage topic (modin-project#2549) * DOCS-modin-project#2518: add asv usage topic Signed-off-by: Anatoly Myachev <anatoly.myachev@intel.com> * DOCS-modin-project#2518: fix style Signed-off-by: Anatoly Myachev <anatoly.myachev@intel.com> * DOCS-modin-project#2518: address review comments Signed-off-by: Anatoly Myachev <anatoly.myachev@intel.com> * FEAT-modin-project#2491: optimized groupby dictionary aggregation (modin-project#2534) Signed-off-by: Dmitry Chigarev <dmitry.chigarev@intel.com> * FEAT-modin-project#2553: add ability to run microbenchmarks for old Modin version (modin-project#2554) Signed-off-by: Anatoly Myachev <anatoly.myachev@intel.com> * Fix .loc[] assignment for Modin Series (modin-project#2555) Signed-off-by: Vasilij Litvinov <vasilij.n.litvinov@intel.com> * FIX-modin-project#2482: improved handling non-str 'by' (modin-project#2548) Signed-off-by: Dmitry Chigarev <dmitry.chigarev@intel.com> * Fix taxi-runner.py cluster example (modin-project#2557) * Added regression test * Fix modin package installation Signed-off-by: Anatoly Myachev <anatoly.myachev@intel.com> * Fix loc/iloc assignments when columns are selected (modin-project#2536) * FIX-modin-project#1620: Add test for reported issue Signed-off-by: Vasilij Litvinov <vasilij.n.litvinov@intel.com> * FIX-modin-project#1620: Use pandas.reindex() properly Signed-off-by: Vasilij Litvinov <vasilij.n.litvinov@intel.com> * FIX-modin-project#1620: Improve tests Signed-off-by: Vasilij Litvinov <vasilij.n.litvinov@intel.com> * FIX-modin-project#1620: Convert lookups to values for both indices and columns Signed-off-by: Vasilij Litvinov <vasilij.n.litvinov@intel.com> * FIX-modin-project#1620: Add test for .loc[] ordering Signed-off-by: Vasilij Litvinov <vasilij.n.litvinov@intel.com> * FIX-modin-project#1620: XFail a test that unearths internal sorting Signed-off-by: Vasilij Litvinov <vasilij.n.litvinov@intel.com> * FIX-modin-project#1620: Improve test robustness a bit per code review Signed-off-by: Vasilij Litvinov <vasilij.n.litvinov@intel.com> * FIX-modin-project#2559: Ignore files from /proc/ when detecting file leaks (modin-project#2560) Signed-off-by: Vasilij Litvinov <vasilij.n.litvinov@intel.com> * Switch to Ray from conda-forge (modin-project#2562) * FIX-modin-project#2561: Switch to Ray from conda-forge, abandon pip caching Signed-off-by: Vasilij Litvinov <vasilij.n.litvinov@intel.com> * FIX-modin-project#2561: Remove pip caching from push CI actions Signed-off-by: Vasilij Litvinov <vasilij.n.litvinov@intel.com> * FIX-modin-project#2566: Ensure `Series.unique` does not return a scalar when there is only one unique value (modin-project#2567) * FIX-modin-project#2566: Ensure unique doesn't return a scalar using np.atleast_1d Signed-off-by: Richard Lin <richard.lin.047@berkeley.edu> * FIX-modin-project#2566: Check array shapes match for test_unique Signed-off-by: Richard Lin <richard.lin.047@berkeley.edu> * FIX-modin-project#2566: Reduce unique dimensions using constructor instead Signed-off-by: Richard Lin <richard.lin.047@berkeley.edu> * FIX-modin-project#2572: fixed arrow version in OmniSci dependencies (modin-project#2571) Signed-off-by: Dmitry Chigarev <dmitry.chigarev@intel.com> * DOCS-modin-project#2578: fix simple typo, parition -> partition (modin-project#2573) There is a small typo in modin/engines/dask/pandas_on_dask/frame/partition.py, modin/engines/ray/pandas_on_ray/frame/partition.py. Should read `partition` rather than `parition`. Signed-off-by: Tim Gates <tim.gates@iress.com> * FIX-#0000: pin xlrd<=1.2.0 (modin-project#2594) Signed-off-by: Anatoly Myachev <anatoly.myachev@intel.com> * FIX-modin-project#2543: fixed handling 'as_index' at groupby dictionary renaming aggregation (modin-project#2592) Signed-off-by: Dmitry Chigarev <dmitry.chigarev@intel.com> * Release commit for version 0.8.3 (modin-project#2597) Signed-off-by: Devin Petersohn <devin.petersohn@gmail.com> * REFACTOR-modin-project#2580: Move automatic engine init to after data ingestion (modin-project#2581) * REFACTOR-modin-project#2580: Move automatic engine init to after data ingestion * Resovles modin-project#2580 Instead of automatically starting the engine when Modin is imported, we start it after the first time the user reads or creates a dataframe. This is intended to help downstream libraries not need the engine to check for typing, as well as clear up some transient errors that can occur with certain engines on large machines. I have also added a warning message that informs the user how to clear the message. We will likely need a way to suppress these errors, because many users will not care about them and potentially want to suppress. We will probably also want to add a benchmarking page on best practices for benchmarking because this change can give the impression of a performance degradation on data ingestion even though nothing is changing from that perspective. Signed-off-by: Devin Petersohn <devin.petersohn@gmail.com> * REFACTOR-modin-project#2580: Add to experimental API Signed-off-by: Devin Petersohn <devin.petersohn@gmail.com> * REFACTOR-modin-project#2580: Add `read_feather` and `read_clipboard` Signed-off-by: Devin Petersohn <devin.petersohn@gmail.com> * REFACTOR-modin-project#2580: Remove redundant error message Signed-off-by: Devin Petersohn <devin.petersohn@gmail.com> * TEST-modin-project#2598: Add test for clean install from source (modin-project#2599) * TEST-modin-project#2598: Add test for clean install from source * Resolves modin-project#2598 This change adds a test for installing Modin without all of the testing dependencies. It is intended to test how a user who does not have all of the test dependencies will see a Modin import. * TEST-modin-project#2598: Target Python3 Signed-off-by: Devin Petersohn <devin.petersohn@gmail.com> * FIX-modin-project#976: add encoding parameter to read_csv call (modin-project#2593) * FIX-modin-project#976: add failed test Signed-off-by: Anatoly Myachev <anatoly.myachev@intel.com> * FIX-modin-project#976: add encoding parameter to read_csv call Signed-off-by: Anatoly Myachev <anatoly.myachev@intel.com> * FIX-modin-project#976: fix test in experimental mode Signed-off-by: Anatoly Myachev <anatoly.myachev@intel.com> * FEAT-modin-project#2342: Add axis partitions API (modin-project#2515) Signed-off-by: Igoshev, Yaroslav <yaroslav.igoshev@intel.com> Co-authored-by: Devin Petersohn <devin.petersohn@gmail.com> * Fixed MultiIndex.from_frame implementation (modin-project#2587) Signed-off-by: Gregory Shimansky <gregory.shimansky@intel.com> * FIX-modin-project#2608: Disable proxy for commands running inside container (modin-project#2609) Signed-off-by: Gregory Shimansky <gregory.shimansky@intel.com> * FIX-modin-project#2601: reduce data size for some asv tests (modin-project#2602) Signed-off-by: Anatoly Myachev <anatoly.myachev@intel.com> * FIX-modin-project#2611: Fixed crash and sklearn version (modin-project#2612) Signed-off-by: Gregory Shimansky <gregory.shimansky@intel.com> * FEAT-modin-project#2604: add docker file with plasticc benchmark on omnisci (modin-project#2605) * FEAT-modin-project#2604: add docker file with plasticc benchmark on omnisci * FEAT-modin-project#2604: change xgboost verbose_eval Signed-off-by: Anatoly Myachev <anatoly.myachev@intel.com> * DOCS-modin-project#2618: Add code of conduct (modin-project#2619) * Resolves modin-project#2618 Signed-off-by: Devin Petersohn <devin.petersohn@gmail.com> * FEAT-modin-project#2373: Add distributed xgboost on Modin with Ray (modin-project#2545) Signed-off-by: Alexey Prutskov <alexey.prutskov@intel.com> Co-authored-by: Devin Petersohn <devin.petersohn@gmail.com> * FEAT-2624: Improve performance of read_* methods when file handles are passed in (modin-project#2625) Signed-off-by: Zain Patel <zain.patel06@gmail.com> * FIX-modin-project#2616: Add config for num partitions, deprecate DEFAULT_NPARTITIONS (modin-project#2622) Signed-off-by: Devin Petersohn <devin.petersohn@gmail.com> * FEAT-modin-project#2091: add distributed dataframe compare (modin-project#2579) Signed-off-by: Khang Vu <khangvu200391845@gmail.com> * DOCS-modin-project#2649: Fix github pr template's dead link. (modin-project#2650) Signed-off-by: William Ma <williamwma5@gmail.com> * FEAT-modin-project#2606: Support creating DataFrame from remote partitions (modin-project#2613) Signed-off-by: Igoshev, Yaroslav <yaroslav.igoshev@intel.com> * FIX-modin-project#2637: Fix deprecation warnings due to invalid escape sequences. (modin-project#2641) Signed-off-by: Karthikeyan Singaravelan <tir.karthi@gmail.com> * REFACTOR-modin-project#2648: Correct uses of MapReduceFunction and metadata manipu… (modin-project#2655) * REFACTOR-modin-project#2648: Correct uses of MapReduceFunction and metadata manipulation Resolves modin-project#2648 Removes some code that is problematic for performance. There was a mix of use cases for modifying the external metadata and internal metadata, and some problematic components of these APIs that could hide bugs. The implementation has been updated to ensure that these bugs do not resurface. Previously, the internal and external indices were compared, and then updated according to some arguments that were passed in. This is not scalable because collecting the indices is expensive. The possible bugs hidden in this implementation decision could end up being very difficult to detect: it implicitly updates the internal or external indices based on a somewhat cryptic string pattern combined with a boolean flag. Another very large issue is that sometimes external indices are updated based on the partition lengths metadata. This was likely done to solve a use case of not using the APIs properly. This implementation has been removed and replaced with something more explicit. If the internal indices need to be updated, they are updated explicitly via existing APIs. Likewise if external indices need to be updated, they are updated with a different API. Several QueryCompiler APIs had to be reverted because they were misusing the ReductionFunction or MapReduceFunction, thus the need for the implicit modification of metadata. When this implicit modification was removed, these APIs no longer worked, and so were reverted until they can be reimplemented using correct APIs. The following APIs were reverted as a part of this commit: * `is_monotonic_increasing` * `is_monotonic_decreasing` * `value_counts` * `searchsorted` * `dt_tz` * `dt_freq` Signed-off-by: Devin Petersohn <devin.petersohn@gmail.com> * REFACTOR-modin-project#2648: Remove debug code Signed-off-by: Devin Petersohn <devin.petersohn@gmail.com> * REFACTOR-modin-project#2648: Fix explicit rename Signed-off-by: Devin Petersohn <devin.petersohn@gmail.com> * DOCS-2653: Fix links in Modin's documentation (modin-project#2654) Signed-off-by: Alexey Prutskov <alexey.prutskov@intel.com> * FEAT-modin-project#2663: Add algebraic operator `from_labels` (modin-project#2665) Resolves modin-project#2663 This operator is necessary for efficient `reset_index` operations. See this paper for more information on the operator: http://www.vldb.org/pvldb/vol13/p2033-petersohn.pdf Co-authored-by: William Ma <12377941+williamma12@users.noreply.github.com> Signed-off-by: Devin Petersohn <devin.petersohn@gmail.com> * FIX-modin-project#2672: pin numpy>=1.16.5,<1.20 (modin-project#2673) Signed-off-by: Anatoly Myachev <anatoly.myachev@intel.com> * FEAT-modin-project#2675: Added benchmark for sort_values (modin-project#2676) Signed-off-by: Gregory Shimansky <gregory.shimansky@intel.com> * FEAT-modin-project#2664: Add `to_labels` algebraic operator (modin-project#2666) Resolves modin-project#2664 This add the algebraic operator for `to_labels`, which enables Modin to better optimize the movement of data to metadata. See more in the paper about the algebraic operator: http://www.vldb.org/pvldb/vol13/p2033-petersohn.pdf Co-authored-by: William Ma <williamwma5@gmail.com> Signed-off-by: Devin Petersohn <devin.petersohn@gmail.com> * FIX-modin-project#1806: Resolved error when reverting to Pandas for Multiindex (modin-project#2660) Signed-off-by: Todd Yu <toddyu@berkeley.edu> * FIX-modin-project#2614: Up python version for test jobs (modin-project#2615) Signed-off-by: Igoshev, Yaroslav <yaroslav.igoshev@intel.com> * DOCS-2633: Add documentation for distributed XGBoost on Modin (modin-project#2640) Signed-off-by: Alexey Prutskov <alexey.prutskov@intel.com> * FIX-modin-project#2667: Change names of files for development env (modin-project#2668) Signed-off-by: Alexey Prutskov <alexey.prutskov@intel.com> * FIX-modin-project#2658: Move backend check in xgb to train/predict (modin-project#2659) Signed-off-by: Alexey Prutskov <alexey.prutskov@intel.com> * FEAT-modin-project#2451: Read multiple csv files simultaneously via glob paths (modin-project#2662) Signed-off-by: William Ma <williamwma5@gmail.com> * FIX-modin-project#2681: pin numpy<1.20.0 for docker containers with omnisci (modin-project#2682) Signed-off-by: Anatoly Myachev <anatoly.myachev@intel.com> * TEST-modin-project#2670: some updates to improve asv tests stability (modin-project#2671) * TEST-modin-project#2670: some updates to improve asv tests stability Signed-off-by: Anatoly Myachev <anatoly.myachev@intel.com> * TEST-modin-project#2670: fixes Signed-off-by: Anatoly Myachev <anatoly.myachev@intel.com> * TEST-modin-project#2670: data_size -> shape Signed-off-by: Anatoly Myachev <anatoly.myachev@intel.com> * TEST-modin-project#2670: use dict approach Signed-off-by: Anatoly Myachev <anatoly.myachev@intel.com> * TEST-modin-project#2670: use CpuCount when Npartitions isn't defined Signed-off-by: Anatoly Myachev <anatoly.myachev@intel.com> * TEST-modin-project#2670: fix ASV_DATASET_SIZE Signed-off-by: Anatoly Myachev <anatoly.myachev@intel.com> * TEST-modin-project#2670: update TimeSortValues Signed-off-by: Anatoly Myachev <anatoly.myachev@intel.com> * TEST-modin-project#2670: modify asv tests for using with old modin version Signed-off-by: Anatoly Myachev <anatoly.myachev@intel.com> * TEST-modin-project#2670: reply to review comments Signed-off-by: Anatoly Myachev <anatoly.myachev@intel.com> * TEST-modin-project#2670: use env variables for default values Signed-off-by: Anatoly Myachev <anatoly.myachev@intel.com> * TEST-modin-project#2686: add fillna benchmark (modin-project#2687) * TEST-modin-project#2686: add fillna benchmark Signed-off-by: Anatoly Myachev <anatoly.myachev@intel.com> * TEST-modin-project#2686: reply to review comments Signed-off-by: Anatoly Myachev <anatoly.myachev@intel.com> * TEST-modin-project#2686: add inplace parameter Signed-off-by: Anatoly Myachev <anatoly.myachev@intel.com> * TEST-modin-project#2692: add drop benchmark (modin-project#2693) * TEST-modin-project#2692: add drop benchmark Signed-off-by: Anatoly Myachev <anatoly.myachev@intel.com> * TEST-modin-project#2692: add one column case Signed-off-by: Anatoly Myachev <anatoly.myachev@intel.com> * FIX-modin-project#2688: Update ray.ObjectID to ray.ObjectRef for Ray 2.0 (modin-project#2695) * FIX-modin-project#2688: Update ray.ObjectID to ray.ObjectRef for Ray 2.0 Resovles modin-project#2688 Signed-off-by: Devin Petersohn <devin.petersohn@gmail.com> * FIX-modin-project#2688: Address comments Signed-off-by: Devin Petersohn <devin.petersohn@gmail.com> * TEST-modin-project#2707: add lint check for ASV benchmarks (modin-project#2708) Signed-off-by: Dmitry Chigarev <dmitry.chigarev@intel.com> * TEST-modin-project#2699: add append benchmark (modin-project#2700) Signed-off-by: Anatoly Myachev <anatoly.myachev@intel.com> * FIX-modin-project#2684: Add method level docs for Modin XGBoost (modin-project#2685) Signed-off-by: Alexey Prutskov <alexey.prutskov@intel.com> * TEST-modin-project#2694: add head benchmark (modin-project#2696) * TEST-modin-project#2694: add head benchmark Signed-off-by: Anatoly Myachev <anatoly.myachev@intel.com> * TEST-modin-project#2694: add small number for head op Signed-off-by: Anatoly Myachev <anatoly.myachev@intel.com> * TEST-modin-project#2705: add 'value_counts' benchmarks (modin-project#2706) * TEST-modin-project#2705: add 'value_counts' benchmarks Signed-off-by: Dmitry Chigarev <dmitry.chigarev@intel.com> * TEST-modin-project#2705: apply suggestions from review Signed-off-by: Dmitry Chigarev <dmitry.chigarev@intel.com> * FIX-modin-project#2709: fixed typo in '_copartition' (modin-project#2710) Signed-off-by: Dmitry Chigarev <dmitry.chigarev@intel.com> * FIX-modin-project#2596: Update pandas version to 1.2.1 (modin-project#2600) Co-authored-by: Alexey Prutskov <alexey.prutskov@intel.com> Co-authored-by: Devin Petersohn <devin.petersohn@gmail.com> Co-authored-by: Dmitry Chigarev <dmitry.chigarev@intel.com> Co-authored-by: Devin Petersohn <devin-petersohn@users.noreply.github.com> Signed-off-by: Igoshev, Yaroslav <yaroslav.igoshev@intel.com> * TEST-modin-project#2690: add astype benchmark (modin-project#2691) * TEST-modin-project#2690: add astype benchmark Signed-off-by: Anatoly Myachev <anatoly.myachev@intel.com> * TEST-modin-project#2690: add category dtype; use df.types Signed-off-by: Anatoly Myachev <anatoly.myachev@intel.com> * TEST-modin-project#2690: add case with one column Signed-off-by: Anatoly Myachev <anatoly.myachev@intel.com> * TEST-modin-project#2702: add loc/iloc benchmark (modin-project#2703) * TEST-modin-project#2702: add loc/iloc benchmark Signed-off-by: Anatoly Myachev <anatoly.myachev@intel.com> * TEST-modin-project#2702: add multiindex loc bench Signed-off-by: Anatoly Myachev <anatoly.myachev@intel.com> * TEST-modin-project#2702: add row_loc check Signed-off-by: Anatoly Myachev <anatoly.myachev@intel.com> * TEST-modin-project#2716: add describe bench (modin-project#2718) Signed-off-by: Anatoly Myachev <anatoly.myachev@intel.com> * DOCS-modin-project#2717: Fix version of Modin for building latest docs (modin-project#2719) Signed-off-by: Alexey Prutskov <alexey.prutskov@intel.com> * FEAT-modin-project#1611: Add mod operation (modin-project#2726) Signed-off-by: Alina <alina.bykovskaya@intel.com> * TEST-modin-project#2725: add index, columns, shape benchmarks (modin-project#2727) Signed-off-by: Anatoly Myachev <anatoly.myachev@intel.com> * FIX-modin-project#2305: fix handling of renaming aggregation (modin-project#2732) Signed-off-by: Dmitry Chigarev <dmitry.chigarev@intel.com> * FIX-modin-project#2362: fix key handling in 'Series.__setitem__' (modin-project#2731) Signed-off-by: Dmitry Chigarev <dmitry.chigarev@intel.com> * TEST-modin-project#2722: add ASV read_csv skiprows benchmark (modin-project#2724) * TEST-modin-project#2722: add ASV read_csv skiprows benchmark Co-authored-by: Anatoly Myachev <45976948+anmyachev@users.noreply.github.com> Signed-off-by: Alexander Myskov <alexander.myskov@intel.com> * FIX-modin-project#2735: move '.reindex' logic about axis dispatching from the base class (modin-project#2736) Signed-off-by: Dmitry Chigarev <dmitry.chigarev@intel.com> * TEST-modin-project#1496: add tests for setting new column with different from frame length (modin-project#2733) Signed-off-by: Dmitry Chigarev <dmitry.chigarev@intel.com> * REFACTOR-modin-project#2739: io tests refactoring (modin-project#2740) Signed-off-by: Alexander Myskov <alexander.myskov@intel.com> * TEST-modin-project#2753: add GroupBy benchmarsk with huge amount of groups (modin-project#2754) Signed-off-by: Dmitry Chigarev <dmitry.chigarev@intel.com> * FIX-modin-project#2362: fix handling slices in 'DataFrame.__setitem__' (modin-project#2741) Signed-off-by: Dmitry Chigarev <dmitry.chigarev@intel.com> * FIX-modin-project#2742: fix performance degradation for dictionary GroupBy aggregation (modin-project#2743) * FIX-modin-project#2742: changed callable functions to its names in dict aggregation Signed-off-by: Dmitry Chigarev <dmitry.chigarev@intel.com> * FIX-modin-project#2742: commends added Signed-off-by: Dmitry Chigarev <dmitry.chigarev@intel.com> * FIX-modin-project#2737: fix handling of dates for read_csv with OmniSci backend (modin-project#2738) Co-authored-by: Anatoly Myachev <45976948+anmyachev@users.noreply.github.com> Signed-off-by: Alexander Myskov <alexander.myskov@intel.com> * DOCS-modin-project#2584: Add CODEOWNERS file (modin-project#2759) * Resolves modin-project#2584 Signed-off-by: Devin Petersohn <devin.petersohn@gmail.com> Co-authored-by: Anatoly Myachev <45976948+anmyachev@users.noreply.github.com> Co-authored-by: Dmitry Chigarev <62142979+dchigarev@users.noreply.github.com> Co-authored-by: ienkovich <ilya.enkovich@intel.com> Co-authored-by: Alexey Prutskov <alexey.prutskov@intel.com> Co-authored-by: Devin Petersohn <devin-petersohn@users.noreply.github.com> Co-authored-by: amyskov <55585026+amyskov@users.noreply.github.com> Co-authored-by: YarShev <yaroslav.igoshev@intel.com> Co-authored-by: Gregory Shimansky <gregory.shimansky@intel.com> Co-authored-by: Dmitry Chigarev <dmitry.chigarev@intel.com> Co-authored-by: Gregory Shimansky <gshimansky@users.noreply.github.com> Co-authored-by: Reshama Shaikh <reshama.stat@gmail.com> Co-authored-by: vfdev <vfdev.5@gmail.com> Co-authored-by: Mohammed Kashif <mohammed15035@iiitd.ac.in> Co-authored-by: Mohammed Kashif <md.kashif.py93@gmail.com> Co-authored-by: Abdulelah S. Al Mesfer <28743265+abdulelahsm@users.noreply.github.com> Co-authored-by: Abolfazl Shahbazi <abolfazl.shahbazi@intel.com> Co-authored-by: Vasily Litvinov <45396231+vnlitvinov@users.noreply.github.com> Co-authored-by: Itamar Turner-Trauring <itamar@itamarst.org> Co-authored-by: raphaelauv <raphaelauv@users.noreply.github.com> Co-authored-by: Weiwen Gu <gwengww@gmail.com> Co-authored-by: Richard Lin <35508487+richardlin047@users.noreply.github.com> Co-authored-by: Tim Gates <tim.gates@iress.com> Co-authored-by: Devin Petersohn <devin.petersohn@gmail.com> Co-authored-by: Zain Patel <zain.patel06@gmail.com> Co-authored-by: Khang Vu <khangvu200391845@gmail.com> Co-authored-by: William Ma <12377941+williamma12@users.noreply.github.com> Co-authored-by: Karthikeyan Singaravelan <tir.karthi@gmail.com> Co-authored-by: Todd Yu <toddyu@berkeley.edu> Co-authored-by: Alina Bykovskaya <alina.bykovskaya@intel.com>

[DOCS] Add example section to TOC tree #2413

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