From 57f7e6b34951ae22eafa2b61dd138bb4fc20413e Mon Sep 17 00:00:00 2001 From: MARCHAND MANON Date: Mon, 9 Sep 2024 16:30:06 +0200 Subject: [PATCH] feat: add union of cones with small cones strategy the idea is that we might add the other strategy later for overlapping cones --- CHANGELOG.md | 2 + notebooks/01-Creating_MOCs_from_shapes.ipynb | 64 ++++++++++++++---- python/mocpy/moc/moc.py | 71 +++++++++++++++----- python/mocpy/tests/test_moc.py | 24 +++++++ 4 files changed, 133 insertions(+), 28 deletions(-) diff --git a/CHANGELOG.md b/CHANGELOG.md index af96f130..dfbf7aef 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -19,6 +19,8 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0 ### Added * Creation of a MOC from a zone (defined by min/max ra and dec)`MOC.from_zone` +* Creation of a single MOC from a lot of small cones is faster with the new option in +`MOC.from_cones`: the keyword 'union_strategy' can now take the value 'small_cones'. ## [0.16.2] diff --git a/notebooks/01-Creating_MOCs_from_shapes.ipynb b/notebooks/01-Creating_MOCs_from_shapes.ipynb index 2ee0a790..8b10ac2f 100644 --- a/notebooks/01-Creating_MOCs_from_shapes.ipynb +++ b/notebooks/01-Creating_MOCs_from_shapes.ipynb @@ -129,6 +129,46 @@ " cone.fill(ax, wcs, color=color, alpha=0.5)" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Getting a unique MOC from a list of cones\n", + "\n", + "If you don't need the list of MOCs corresponding to each cone, but you only need the sum of all MOCs, then `from_union_cones` will be faster." + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "moc = MOC.from_cones(\n", + " [10, 4, 2] * u.arcmin,\n", + " [11, 3, 10] * u.arcmin,\n", + " radius=2 * u.arcmin,\n", + " max_depth=14,\n", + " union_strategy=\"small_cones\",\n", + ")\n", + "\n", + "fig = plt.figure()\n", + "wcs = moc.wcs(fig)\n", + "ax = fig.add_subplot(projection=wcs)\n", + "moc.fill(ax, wcs, color=\"hotpink\", alpha=0.5)" + ] + }, { "cell_type": "markdown", "metadata": {}, @@ -141,7 +181,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 6, "metadata": {}, "outputs": [ { @@ -180,7 +220,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 7, "metadata": {}, "outputs": [ { @@ -212,7 +252,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 8, "metadata": {}, "outputs": [ { @@ -254,7 +294,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 9, "metadata": {}, "outputs": [ { @@ -290,7 +330,7 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 10, "metadata": {}, "outputs": [], "source": [ @@ -373,15 +413,15 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 11, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "CPU times: user 16.9 ms, sys: 42.1 ms, total: 59 ms\n", - "Wall time: 20.7 ms\n" + "CPU times: user 22.4 ms, sys: 0 ns, total: 22.4 ms\n", + "Wall time: 23.8 ms\n" ] } ], @@ -408,12 +448,12 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 12, "metadata": {}, "outputs": [ { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ "
" ] @@ -464,7 +504,7 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 13, "metadata": {}, "outputs": [], "source": [ @@ -477,7 +517,7 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 14, "metadata": {}, "outputs": [ { diff --git a/python/mocpy/moc/moc.py b/python/mocpy/moc/moc.py index 5c68c69c..963f8266 100644 --- a/python/mocpy/moc/moc.py +++ b/python/mocpy/moc/moc.py @@ -1186,9 +1186,9 @@ def from_elliptical_cone(cls, lon, lat, a, b, pa, max_depth, *, delta_depth=2): Maximum HEALPix cell resolution. delta_depth : int, optional To control the approximation, you can choose to perform the computations at a deeper - depth using the `depth_delta` parameter. + depth using the `delta_depth` parameter. The depth at which the computations will be made will therefore be equal to - `depth` + `depth_delta`. + `depth` + `delta_depth`. Returns ------- @@ -1243,9 +1243,9 @@ def from_cone(cls, lon, lat, radius, max_depth, *, delta_depth=2): Maximum HEALPix cell resolution. delta_depth : int, optional To control the approximation, you can choose to perform the computations at a deeper - depth using the `depth_delta` parameter. + depth using the `delta_depth` parameter. The depth at which the computations will be made will therefore be equal to - `max_depth` + `depth_delta`. + `max_depth` + `delta_depth`. Returns ------- @@ -1264,6 +1264,11 @@ def from_cone(cls, lon, lat, radius, max_depth, *, delta_depth=2): ... max_depth=10 ... ) """ + if len(lon) != 1: + raise ValueError( + "'MOC.from_cone' only works with one cone. To create MOCs " + "from multiple cones, use 'MOC.from_cones'.", + ) index = mocpy.from_cone( lon[0], lat[0], @@ -1275,7 +1280,17 @@ def from_cone(cls, lon, lat, radius, max_depth, *, delta_depth=2): @classmethod @validate_lonlat - def from_cones(cls, lon, lat, radius, max_depth, *, delta_depth=2, n_threads=None): + def from_cones( + cls, + lon, + lat, + radius, + max_depth, + *, + union_strategy=None, + delta_depth=2, + n_threads=None, + ): """ Create a list of MOCs from cones. @@ -1294,31 +1309,55 @@ def from_cones(cls, lon, lat, radius, max_depth, *, delta_depth=2, n_threads=Non The radius angle of the cone. Can be scalar or a list of radii. max_depth : int Maximum HEALPix cell resolution. + union_strategy : str, optional + Return the union of all the cones instead of the list of MOCs. For now, the + "small_cones" strategy is implemented. It works better if the cones don't overlap + a lot. delta_depth : int, optional To control the approximation, you can choose to perform the computations at a deeper - depth using the `depth_delta` parameter. + depth using the `delta_depth` parameter. The depth at which the computations will be made will therefore be equal to - `max_depth` + `depth_delta`. + `max_depth` + `delta_depth`. n_threads : int, optional The number of threads to be used. If this is set to None (default value), all available threads will be used. Returns ------- - List[`~mocpy.moc.MOC`] - The resulting list of MOCs + List[`~mocpy.moc.MOC`] or `~mocpy.MOC` + The resulting list of MOCs, or if 'union_strategy' is not None, the MOC of the + union of all the cones. Examples -------- >>> from mocpy import MOC >>> import astropy.units as u - >>> moc = MOC.from_cone( + >>> moc = MOC.from_cones( ... lon=[1, 4] * u.deg, ... lat=[2, 5] * u.deg, - ... radius=10 * u.deg, - ... max_depth=10 + ... radius=1 * u.arcmin, + ... max_depth=12, + ... union_strategy="small_cones" ... ) """ + if union_strategy == "small_cones": + if radius.isscalar: + radii = np.full(len(lon), Angle(radius).to_value(u.deg)) + else: + radii = Angle(radius).to_value(u.deg) + index = mocpy.from_small_cones( + lon, + lat, + radii, + np.uint8(max_depth), + np.uint8(delta_depth), + n_threads, + ) + return cls(index) + + if union_strategy is not None: + raise ValueError("'union_strategy' can only be None or 'small_cones'.") + if radius.isscalar: indices = mocpy.from_same_cones( lon, @@ -1552,9 +1591,9 @@ def from_ring( Maximum HEALPix cell resolution. delta_depth : int, optional To control the approximation, you can choose to perform the computations at a deeper - depth using the `depth_delta` parameter. + depth using the `delta_depth` parameter. The depth at which the computations will be made will therefore be equal to - `max_depth` + `depth_delta`. + `max_depth` + `delta_depth`. Returns ------- @@ -1772,9 +1811,9 @@ def from_stcs(cls, stcs, max_depth, delta_depth=2): Maximum HEALPix cell resolution. delta_depth : int, optional To control the approximation, you can choose to perform the computations at a deeper - depth using the `depth_delta` parameter. + depth using the `delta_depth` parameter. The depth at which the computations will be made will therefore be equal to - `max_depth` + `depth_delta`. + `max_depth` + `delta_depth`. Returns ------- diff --git a/python/mocpy/tests/test_moc.py b/python/mocpy/tests/test_moc.py index 8449ce3c..f6538274 100644 --- a/python/mocpy/tests/test_moc.py +++ b/python/mocpy/tests/test_moc.py @@ -720,6 +720,11 @@ def test_from_elliptical_cone(): ) +def test_from_cone(): + with pytest.raises(ValueError, match="'MOC.from_cone' only works with one cone.*"): + MOC.from_cone([2, 4] * u.deg, [5, 6] * u.deg, radius=2 * u.arcmin, max_depth=2) + + def test_from_cones(): # same radius radius = 2 * u.arcmin @@ -734,6 +739,14 @@ def test_from_cones(): barycenter.ra, barycenter.dec, ) < Angle(1 * u.arcsec) + moc = MOC.from_cones( + lon, + lat, + radius=radius, + max_depth=14, + union_strategy="small_cones", + ) + assert isinstance(moc, MOC) # different radii radii = [5, 6] * u.arcmin cones = MOC.from_cones(lon, lat, radius=radii, max_depth=14) @@ -743,6 +756,17 @@ def test_from_cones(): cone.sky_fraction > (((radius) ** 2).to(u.steradian) / 4 * u.steradian).value ) + moc = MOC.from_cones( + lon, + lat, + radius=radii, + max_depth=14, + union_strategy="small_cones", + ) + assert isinstance(moc, MOC) + # test error + with pytest.raises(ValueError, match="'union_strategy'*"): + MOC.from_cones(lon, lat, radius=radii, max_depth=14, union_strategy="big_cones") @pytest.fixture()