From f1eb1ee22060090e5c43c0eb458df85c75044c2a Mon Sep 17 00:00:00 2001 From: Andrew Schonfeld Date: Sun, 29 Sep 2019 22:25:54 -0400 Subject: [PATCH] New features in preparation of version 1.1.0: - "Describe" popup for viewing quick details about each column in your dataframe - "About" popup so you can compare the version of your local D-Tale against PyPi - support for customized CLI options --- .flake8 | 2 +- .gitignore | 5 + CHANGES.md | 6 + README.md | 98 +++++- docker/2_7/Dockerfile | 2 +- docker/3_6/Dockerfile | 2 +- docs/images/About-out-of-date.png | Bin 0 -> 938478 bytes docs/images/About-up-to-date.png | Bin 0 -> 917335 bytes docs/images/Browser1.png | Bin 263701 -> 1514134 bytes docs/images/Col_select.png | Bin 248284 -> 1501381 bytes docs/images/Describe.png | Bin 0 -> 1233686 bytes docs/images/Describe_date.png | Bin 0 -> 168905 bytes docs/images/Describe_float.png | Bin 0 -> 194876 bytes docs/images/Describe_int.png | Bin 0 -> 336863 bytes docs/images/Describe_string.png | Bin 0 -> 182309 bytes docs/images/Histogram.png | Bin 519845 -> 1231032 bytes docs/images/Info_menu.png | Bin 272042 -> 1535951 bytes docs/images/Info_menu_small.png | Bin 29169 -> 37751 bytes docs/images/Menu_one_col.png | Bin 290916 -> 1544298 bytes docs/source/conf.py | 4 +- docs/source/dtale.rst | 54 ---- docs/source/index.rst | 4 +- docs/source/modules.rst | 7 - docs/source/requirements.txt | 2 + dtale/app.py | 34 +- dtale/cli.py | 77 ----- dtale/cli/__init__.py | 0 dtale/{ => cli}/clickutils.py | 0 dtale/cli/loaders/__init__.py | 133 ++++++++ dtale/cli/loaders/arctic_loader.py | 42 +++ dtale/cli/loaders/csv_loader.py | 31 ++ dtale/cli/script.py | 43 +++ dtale/static/css/main.css | 6 +- dtale/swagger/dtale/views/data.yml | 2 +- dtale/swagger/dtale/views/describe.yml | 32 ++ dtale/swagger/dtale/views/dtypes.yml | 42 +++ dtale/templates/dtale/main.html | 1 + dtale/utils.py | 73 +++-- dtale/views.py | 125 +++++++- package.json | 41 +-- setup.py | 5 +- .../dtale/DataViewer-about-expired-test.jsx | 97 ++++++ .../__tests__/dtale/DataViewer-about-test.jsx | 108 +++++++ .../__tests__/dtale/DataViewer-base-test.jsx | 44 +-- .../dtale/DataViewer-correlations-test.jsx | 6 +- .../dtale/DataViewer-coverage-test.jsx | 8 +- .../dtale/DataViewer-describe-test.jsx | 158 ++++++++++ .../dtale/DataViewer-filter-test.jsx | 21 +- .../dtale/DataViewer-formatting-test.jsx | 8 +- .../dtale/DataViewer-reload-test.jsx | 4 +- static/__tests__/main-test.jsx | 1 + static/__tests__/popups/Correlations-test.jsx | 2 + .../popups/CoverageChartBody-test.jsx | 1 + static/__tests__/popups/Histogram-test.jsx | 1 + .../popups/TimeseriesChartBody-test.jsx | 2 + static/__tests__/redux-test-utils.jsx | 29 ++ static/actions/charts.js | 4 +- static/chartUtils.jsx | 1 + static/dtale/DataViewer.jsx | 2 +- static/dtale/DataViewerMenu.jsx | 18 ++ static/popups/About.jsx | 55 ++++ static/popups/Correlations.jsx | 3 +- static/popups/Describe.jsx | 180 +++++++++++ static/popups/PopupChart.jsx | 34 +- static/popups/TimeseriesChartBody.jsx | 2 - static/popups/describe/DtypesGrid.css | 34 ++ static/popups/describe/DtypesGrid.jsx | 167 ++++++++++ static/reducers/chart.js | 2 +- test_env.js | 5 - tests/data/test_cli_loader.py | 14 + tests/data/test_cli_loader_props.py | 18 ++ tests/dtale/test_app.py | 4 +- tests/dtale/test_cli.py | 164 +++++++--- tests/dtale/test_clickutils.py | 2 +- tests/dtale/test_views.py | 75 ++++- yarn.lock | 296 ++++++++++++------ 76 files changed, 2039 insertions(+), 404 deletions(-) create mode 100644 docs/images/About-out-of-date.png create mode 100644 docs/images/About-up-to-date.png create mode 100644 docs/images/Describe.png create mode 100644 docs/images/Describe_date.png create mode 100644 docs/images/Describe_float.png create mode 100644 docs/images/Describe_int.png create mode 100644 docs/images/Describe_string.png delete mode 100644 docs/source/dtale.rst delete mode 100644 docs/source/modules.rst delete mode 100644 dtale/cli.py create mode 100644 dtale/cli/__init__.py rename dtale/{ => cli}/clickutils.py (100%) create mode 100644 dtale/cli/loaders/__init__.py create mode 100644 dtale/cli/loaders/arctic_loader.py create mode 100644 dtale/cli/loaders/csv_loader.py create mode 100644 dtale/cli/script.py create mode 100644 dtale/swagger/dtale/views/describe.yml create mode 100644 dtale/swagger/dtale/views/dtypes.yml create mode 100644 static/__tests__/dtale/DataViewer-about-expired-test.jsx create mode 100644 static/__tests__/dtale/DataViewer-about-test.jsx create mode 100644 static/__tests__/dtale/DataViewer-describe-test.jsx create mode 100644 static/popups/About.jsx create mode 100644 static/popups/Describe.jsx create mode 100644 static/popups/describe/DtypesGrid.css create mode 100644 static/popups/describe/DtypesGrid.jsx create mode 100644 tests/data/test_cli_loader.py create mode 100644 tests/data/test_cli_loader_props.py diff --git a/.flake8 b/.flake8 index 9c6e81dd..cb5470d5 100644 --- a/.flake8 +++ b/.flake8 @@ -2,4 +2,4 @@ max_line_length = 120 select = E, W, F ignore = W503 -exclude = node_modules,ci,build,docs \ No newline at end of file +exclude = node_modules,ci,build,docs,custom_loaders \ No newline at end of file diff --git a/.gitignore b/.gitignore index fb290956..7132f9d9 100644 --- a/.gitignore +++ b/.gitignore @@ -23,7 +23,12 @@ npm-debug.log .vscode .project .pydevproject +docs/source/dtale*rst +docs/source/modules.rst # built JS files dtale/static/dist jest_tmp + +# custom CLI loaders +custom_loaders/ diff --git a/CHANGES.md b/CHANGES.md index 3f5c79d5..91830e37 100644 --- a/CHANGES.md +++ b/CHANGES.md @@ -3,3 +3,9 @@ Changelog ### 1.0.0 (2019-09-06) * Initial public release + +### 1.1.0 (2019-10-08) + + * IE support + * **Describe** & **About** popups + * Custom CLI support diff --git a/README.md b/README.md index b7541421..e0a174a9 100644 --- a/README.md +++ b/README.md @@ -16,15 +16,24 @@ Setup/Activate your environment and install the egg +**Python 3** ```bash -# create a virtualenv, if you haven't already created one (use "python -m virtualenv ~/pyenvs/dtale" if you're running Python2) +# create a virtualenv, if you haven't already created one $ python3 -m venv ~/pyenvs/dtale $ source ~/pyenvs/dtale/bin/activate -# install dtale egg (important to use the "-U" every time you install so it will grab the latest version) + +# install dtale egg (important to use the "--upgrade" every time you install so it will grab the latest version) $ pip install --upgrade dtale ``` +**Python 2** +```bash +# create a virtualenv, if you haven't already created one +$ python -m virtualenv ~/pyenvs/dtale +$ source ~/pyenvs/dtale/bin/activate - +# install dtale egg (important to use the "--upgrade" every time you install so it will grab the latest version) +$ pip install --upgrade dtale +``` Now you will have to ability to use D-Tale from the command-line or within a python-enabled terminal ### Command-line @@ -36,6 +45,71 @@ Loading data from **CSV** ```bash dtale --csv-path /home/jdoe/my_csv.csv --csv-parse_dates date ``` +Loading data from a **Custom** loader +- Using the DTALE_CLI_LOADERS environment variable, specify a path to a location containing some python modules +- Any python module containing the global variables LOADER_KEY & LOADER_PROPS will be picked up as a custom loader + - LOADER_KEY: the key that will be associated with your loader. By default you are given **arctic** & **csv** (if you use one of these are your key it will override these) + - LOADER_PROPS: the individual props available to be specified. + - For example, with arctic we have host, library, node, start & end. + - If you leave this property as an empty list your loader will be treated as a flag. For example, instead of using all the arctic properties we would simply specify `--arctic` (this wouldn't work well in arctic's case since it depends on all those properties) +- You will also need to specify a function with the following signature `def find_loader(kwargs)` which returns a function that returns a dataframe or `None` +- Here is an example of a custom loader: +``` +from dtale.cli.clickutils import get_loader_options + +''' + IMPORTANT!!! This global variable is required for building any customized CLI loader. + When find loaders on startup it will search for any modules containing the global variable LOADER_KEY. +''' +LOADER_KEY = 'testdata' +LOADER_PROPS = ['rows', 'columns'] + + +def test_data(rows, columns): + import pandas as pd + import numpy as np + import random + from past.utils import old_div + from pandas.tseries.offsets import Day + from dtale.utils import dict_merge + import string + + now = pd.Timestamp(pd.Timestamp('now').date()) + dates = pd.date_range(now - Day(364), now) + num_of_securities = old_div(rows, len(dates)) + securities = [ + dict(security_id=100000 + sec_id, int_val=random.randint(1, 100000000000), + str_val=random.choice(string.ascii_letters) * 5) + for sec_id in range(num_of_securities) + ] + data = pd.concat([ + pd.DataFrame([dict_merge(dict(date=date), sd) for sd in securities]) + for date in dates + ], ignore_index=True)[['date', 'security_id', 'int_val', 'str_val']] + + col_names = ['Col{}'.format(c) for c in range(columns)] + return pd.concat([data, pd.DataFrame(np.random.randn(len(data), columns), columns=col_names)], axis=1) + + +# IMPORTANT!!! This function is required for building any customized CLI loader. +def find_loader(kwargs): + test_data_opts = get_loader_options(LOADER_KEY, kwargs) + if len([f for f in test_data_opts.values() if f]): + def _testdata_loader(): + return test_data(int(test_data_opts.get('rows', 1000500)), int(test_data_opts.get('columns', 96))) + + return _testdata_loader + return None +``` +In this example we simplying building a dataframe with some dummy data based on dimensions specified on the command-line: +- `--testdata-rows` +- `--testdata-columns` + +Here's how you would use this loader: +```bash +DTALE_CLI_LOADERS=./path_to_loaders bash -c 'dtale --testdata-rows 10 --testdata-columns 5' +``` + ### Python Terminal This comes courtesy of PyCharm @@ -61,6 +135,15 @@ Selecting/Deselecting Columns ![Menu](https://raw.githubusercontent.com/manahl/dtale/master/docs/images/Info_menu.png "Menu") +- **Describe**: view all the columns & their data types as well as individual details of each column ![Describe](https://raw.githubusercontent.com/manahl/dtale/master/docs/images/Describe.png "Describe") + +|Data Type|Display|Notes| +|--------|:------:|:------:| +|date|![Describe date](https://raw.githubusercontent.com/manahl/dtale/master/docs/images/Describe_date.png "Describe Date")|| +|string|![Describe string](https://raw.githubusercontent.com/manahl/dtale/master/docs/images/Describe_string.png "Describe String")|If you have less than or equal to 100 unique values they will be displayed at the bottom of your popup| +|int|![Describe int](https://raw.githubusercontent.com/manahl/dtale/master/docs/images/Describe_int.png "Describe Int")|Anything with standard numeric classifications (min, max, 25%, 50%, 75%) will have a nice boxplot with the mean (if it exists) displayed as an outlier if you look closely.| +|float|![Describe float](https://raw.githubusercontent.com/manahl/dtale/master/docs/images/Describe_float.png "Describe Float")|| + - **Filter**: apply a simple pandas `query` to your data (link to pandas documentation included in popup) |Editing|Result| @@ -88,6 +171,13 @@ Selecting/Deselecting Columns |------|----------|-------| |![Correlations](https://raw.githubusercontent.com/manahl/dtale/master/docs/images/Correlations.png "Correlations")|![Timeseries](https://raw.githubusercontent.com/manahl/dtale/master/docs/images/Correlations_ts.png "Timeseries")|![Scatter](https://raw.githubusercontent.com/manahl/dtale/master/docs/images/Correlations_scatter.png "Scatter")| +- **About**: This will give you information about what version of D-Tale you're running as well as if its out of date to whats on PyPi. + +|Up To Date|Out Of Date| +|--------|:------:| +|![About-up-to-date](https://raw.githubusercontent.com/manahl/dtale/master/docs/images/About-up-to-date.png "About - Out of Date")|![About-out-of-date](https://raw.githubusercontent.com/manahl/dtale/master/docs/images/About-out-of-date.png "About - Up to Date")| + + - Resize: mostly a fail-safe in the event that your columns are no longer lining up. Click this and should fix that - Shutdown: pretty self-explanatory, kills your D-Tale session (there is also an auto-kill process that will kill your D-Tale after an hour of inactivity) @@ -237,6 +327,7 @@ Have a look at the [detailed documentation](https://dtale.readthedocs.io). D-Tale works with: * Back-end + * arctic * Flask * Flask-Caching * Flask-Compress @@ -258,6 +349,7 @@ Contributors: * [Wilfred Hughes](https://github.com/Wilfred) * [Dominik Christ](https://github.com/DominikMChrist) + * [Chris Boddy](https://github.com/cboddy) * [Jason Holden](https://github.com/jasonkholden) * [Youssef Habchi](http://youssef-habchi.com/) - title font * ... and many others ... diff --git a/docker/2_7/Dockerfile b/docker/2_7/Dockerfile index 8ebf8a2d..ef4e7a1b 100644 --- a/docker/2_7/Dockerfile +++ b/docker/2_7/Dockerfile @@ -44,4 +44,4 @@ WORKDIR /app RUN set -eux \ ; . /root/.bashrc \ - ; easy_install dtale-1.0.0-py2.7.egg \ No newline at end of file + ; easy_install dtale-1.1.0-py2.7.egg diff --git a/docker/3_6/Dockerfile b/docker/3_6/Dockerfile index fd6331f2..340b67da 100644 --- a/docker/3_6/Dockerfile +++ b/docker/3_6/Dockerfile @@ -44,4 +44,4 @@ WORKDIR /app RUN set -eux \ ; . /root/.bashrc \ - ; easy_install dtale-1.0.0-py3.7.egg \ No newline at end of file + ; 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