From 44e06968c1f0e21eabd3ae58904800ecadc555c6 Mon Sep 17 00:00:00 2001 From: Leonardo Uieda Date: Mon, 4 Dec 2017 00:29:28 -1000 Subject: [PATCH] Pass in data to Figure.plot (#93) Use the new clib context managers to pass in data to the plot module. Made some utils functions to help simplify the code in the method. Add new test plots to cover all of the method. Add more documentation and plots to the first steps notebook. --- doc/first-steps.ipynb | 147 ++++++++++++++++-- gmt/base_plotting.py | 56 +++++-- gmt/tests/baseline/test_plot_aliases.png | Bin 61619 -> 0 bytes gmt/tests/baseline/test_plot_colors.png | Bin 0 -> 23126 bytes gmt/tests/baseline/test_plot_colors_sizes.png | Bin 0 -> 19172 bytes .../baseline/test_plot_colors_sizes_proj.png | Bin 0 -> 52511 bytes gmt/tests/baseline/test_plot_from_file.png | Bin 0 -> 65085 bytes gmt/tests/baseline/test_plot_matrix.png | Bin 0 -> 32212 bytes gmt/tests/baseline/test_plot_matrix_color.png | Bin 0 -> 28965 bytes gmt/tests/baseline/test_plot_red_circles.png | Bin 17032 -> 18575 bytes gmt/tests/baseline/test_plot_sizes.png | Bin 0 -> 20864 bytes gmt/tests/test_plot.py | 122 +++++++++++++-- gmt/utils.py | 99 ++++++++++++ 13 files changed, 389 insertions(+), 35 deletions(-) delete mode 100644 gmt/tests/baseline/test_plot_aliases.png create mode 100644 gmt/tests/baseline/test_plot_colors.png create mode 100644 gmt/tests/baseline/test_plot_colors_sizes.png create mode 100644 gmt/tests/baseline/test_plot_colors_sizes_proj.png create mode 100644 gmt/tests/baseline/test_plot_from_file.png create mode 100644 gmt/tests/baseline/test_plot_matrix.png create mode 100644 gmt/tests/baseline/test_plot_matrix_color.png create mode 100644 gmt/tests/baseline/test_plot_sizes.png diff --git a/doc/first-steps.ipynb b/doc/first-steps.ipynb index 49345f49730..db56b7d186a 100644 --- a/doc/first-steps.ipynb +++ b/doc/first-steps.ipynb @@ -207,15 +207,34 @@ "# get the same numbers\n", "np.random.seed(42)\n", "\n", - "lon = np.random.uniform(150, 240, 30)\n", - "lat = np.random.uniform(-30, 60, 30)" + "ndata = 30\n", + "region = [150, 240, -30, 60]\n", + "lon = np.random.uniform(region[0], region[1], ndata)\n", + "lat = np.random.uniform(region[2], region[3], ndata)\n", + "magnitude = np.random.uniform(1, 9, ndata)\n", + "depth = np.random.uniform(0, 1, ndata)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "Save the data to a file in 2 columns:" + "There are 3 ways to pass data into `Figure.plot`:\n", + "\n", + "1. x and y coordinates as 1d numpy arrays using the `x` and `y` arguments.\n", + "2. A whole data table as a 2d numpy array using the `data` argument.\n", + "3. A file name using the `data` argument.\n", + "\n", + "Let's explore all of these options." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Using x and y\n", + "\n", + "Now we can plot the data using `Figure.plot` and passing the x and y coordinate arrays:" ] }, { @@ -224,14 +243,65 @@ "metadata": {}, "outputs": [], "source": [ - "np.savetxt('first-steps-data.txt', np.transpose([lon, lat]))" + "fig = gmt.Figure()\n", + "fig.coast(region='g', projection='G200/30/6i', frame='ag', \n", + " resolution='i', area_thresh=5000, land='white', \n", + " water='DarkTurquoise')\n", + "# Plot using circles (c) of 0.3 cm\n", + "fig.plot(x=lon, y=lat, style='c0.3c', color='black')\n", + "fig.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "Now we can plot the data using `Figure.plot` and passing the file name as the `data` argument:" + "We can make the size of the markers follow a data value by passing in the argument `sizes`:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "fig = gmt.Figure()\n", + "fig.coast(region='g', projection='G200/30/6i', frame='ag', \n", + " resolution='i', area_thresh=5000, land='white', \n", + " water='DarkTurquoise')\n", + "fig.plot(x=lon, y=lat, sizes=0.1*magnitude, style='cc', color='black')\n", + "fig.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We can also map the colors of the markers to data by passing `color` as an array and providing a colormap name (`cmap`):" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "fig = gmt.Figure()\n", + "fig.coast(region='g', projection='G200/30/6i', frame='ag', \n", + " resolution='i', area_thresh=5000, land='white', \n", + " water='DarkTurquoise')\n", + "fig.plot(x=lon, y=lat, style='cc', sizes=0.1*magnitude, \n", + " color=depth, cmap='viridis')\n", + "fig.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Using a matrix\n", + "\n", + "Sometimes, you'll have data that you loaded from a file in the form of a single numpy 2d array (like a table). You can plot these data by passing in `data`." ] }, { @@ -240,23 +310,70 @@ "metadata": {}, "outputs": [], "source": [ - "fig_globe = gmt.Figure()\n", - "fig_globe.coast(\n", - " region='g', projection='G200/30/6i', frame='ag', \n", - " resolution='i', area_thresh=5000, land='white', \n", - " water='DarkTurquoise')\n", - "fig_globe.plot(data='first-steps-data.txt', style='s0.3c',\n", - " color='black')\n", - "fig_globe.show()" + "data = np.transpose([lon, lat, magnitude, depth])" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We can use the `columns` argument to specify the columns that correspond to x, y, color, and size, respectively. We'll use it to specify that we want to set the colors using the depths:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "fig = gmt.Figure()\n", + "fig.coast(region=region, projection='M6i', frame='ag', \n", + " resolution='i', area_thresh=5000, land='grey')\n", + "fig.plot(data=data, style='c0.8c', cmap='viridis', columns='0,1,3')\n", + "fig.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Using a file name\n", + "\n", + "If you have data in a file and you don't need to do any calculations on it, you can pass the file name to `plot` directly. The syntax for plotting will be the same as the example for a data matrix.\n", + "\n", + "First, we must save our sample data to a file:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "np.savetxt('first-steps-data.txt', data)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "fig = gmt.Figure()\n", + "fig.coast(region='g', projection='N-165/6i', frame='ag', \n", + " resolution='i', area_thresh=5000, land='chocolate')\n", + "fig.plot(data='first-steps-data.txt', style='c0.4c', \n", + " cmap='viridis', columns='0,1,3')\n", + "fig.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "GMT ships some sample data that can be accessed by passing `@data_file` as the `data` argument. \n", + "### Using sample data from GMT\n", "\n", - "For example, we can plot the earthquake epicenters from the `tut_quakes.ngdc` sample dataset:" + "GMT ships some sample data that can be accessed by passing `@data_file` as the `data` argument. For example, we can plot the earthquake epicenters from the `tut_quakes.ngdc` sample dataset:" ] }, { diff --git a/gmt/base_plotting.py b/gmt/base_plotting.py index c983eb1fea0..a1e891a00a7 100644 --- a/gmt/base_plotting.py +++ b/gmt/base_plotting.py @@ -3,8 +3,9 @@ Does not define any special non-GMT methods (savefig, show, etc). """ from .clib import LibGMT -from .utils import build_arg_string +from .utils import build_arg_string, dummy_context, data_kind from .decorators import fmt_docstring, use_alias, kwargs_to_strings +from .exceptions import GMTError class BasePlotting(): @@ -102,17 +103,22 @@ def coast(self, **kwargs): @fmt_docstring @use_alias(R='region', J='projection', B='frame', P='portrait', S='style', - G='color', W='pen', i='columns') + G='color', W='pen', i='columns', C='cmap') @kwargs_to_strings(R='sequence', i='sequence_comma') - def plot(self, data, **kwargs): + def plot(self, x=None, y=None, data=None, sizes=None, **kwargs): """ Plot lines, polygons, and symbols on maps. Used to be psxy. - Takes (x,y) pairs as inputs or reads them from a file and plots lines, + Takes a matrix, (x,y) pairs, or a file name as input and plots lines, polygons, or symbols at those locations on a map. + Must provide either *data* or *x* and *y*. + + If providing data through *x* and *y*, *color* (G) can be a 1d array + that will be mapped to a colormap. + If a symbol is selected and no symbol size given, then psxy will interpret the third column of the input data as symbol size. Symbols whose size is <= 0 are skipped. If no symbols are specified then the @@ -129,9 +135,15 @@ def plot(self, data, **kwargs): Parameters ---------- - data : str or array - *Required*. Input data table as an array or a file name. - **Only accepts file names for now.** + x, y : 1d arrays + Arrays of x and y coordinates of the data points. + data : str or 2d array + Either a data file name or a 2d numpy array with the tabular data. + Use option *columns* (i) to choose which columns are x, y, color, + and size, respectively. + sizes : 1d array + The sizes of the data points in units specified in *style* (S). + Only valid if using *x* and *y*. {J} {R} A : bool or str @@ -157,10 +169,34 @@ def plot(self, data, **kwargs): """ kwargs = self._preprocess(**kwargs) - assert isinstance(data, str), 'Only accepts file names for now.' - arg_str = ' '.join([data, build_arg_string(kwargs)]) + + kind = data_kind(data, x, y) + + extra_arrays = [] + if 'G' in kwargs and not isinstance(kwargs['G'], str): + if kind != 'vectors': + raise GMTError( + "Can't use arrays for color if data is matrix or file.") + extra_arrays.append(kwargs['G']) + del kwargs['G'] + if sizes is not None: + if kind != 'vectors': + raise GMTError( + "Can't use arrays for sizes if data is matrix or file.") + extra_arrays.append(sizes) + with LibGMT() as lib: - lib.call_module('psxy', arg_str) + # Choose how data will be passed in to the module + if kind == 'file': + file_context = dummy_context(data) + elif kind == 'matrix': + file_context = lib.matrix_to_vfile(data) + elif kind == 'vectors': + file_context = lib.vectors_to_vfile(x, y, *extra_arrays) + + with file_context as fname: + arg_str = ' '.join([fname, build_arg_string(kwargs)]) + lib.call_module('plot', arg_str) @fmt_docstring @use_alias(R='region', J='projection', B='frame', P='portrait') diff --git a/gmt/tests/baseline/test_plot_aliases.png b/gmt/tests/baseline/test_plot_aliases.png deleted file mode 100644 index d54be469cbcce66494e509e6a5c4eceb67c4d8d1..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 61619 zcmeFa2V7K1vp9N8Yt{{7L~u6a?9ZoIduGmV0<#i{Zuevf3pk 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data_kind(data=np.arange(10).reshape((5, 2)), x=None, y=None) + 'matrix' + >>> data_kind(data='my-data-file.txt', x=None, y=None) + 'file' + >>> data_kind(data=None, x=None, y=None) + Traceback (most recent call last): + ... + gmt.exceptions.GMTError: No input data provided. + >>> data_kind(data='data.txt', x=np.array([1, 2]), y=np.array([4, 5])) + Traceback (most recent call last): + ... + gmt.exceptions.GMTError: Too much data. Use either data or x and y. + >>> data_kind(data='data.txt', x=np.array([1, 2]), y=None) + Traceback (most recent call last): + ... + gmt.exceptions.GMTError: Too much data. Use either data or x and y. + >>> data_kind(data=None, x=np.array([1, 2]), y=None) + Traceback (most recent call last): + ... + gmt.exceptions.GMTError: Must provided both x and y. + + """ + if data is None and x is None and y is None: + raise GMTError('No input data provided.') + if data is not None and (x is not None or y is not None): + raise GMTError('Too much data. Use either data or x and y.') + if data is None and (x is None or y is None): + raise GMTError('Must provided both x and y.') + + if isinstance(data, str): + kind = 'file' + elif data is not None: + kind = 'matrix' + else: + kind = 'vectors' + return kind + + +@contextmanager +def dummy_context(arg): + """ + Dummy context manager. + + Does nothing when entering or exiting a ``with`` block and yields the + argument passed to it. + + Useful when you have a choice of context managers but need one that does + nothing. + + Parameters + ---------- + arg : anything + The argument that will be returned by the context manager. + + Examples + -------- + + >>> with dummy_context('some argument') as temp: + ... print(temp) + some argument + + """ + yield arg def build_arg_string(kwargs):