From b41f974659a25ae73831c6d79d5ac9eef0d49592 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?G=C3=B6k=C3=A7en=20Eraslan?= Date: Sun, 3 Mar 2019 14:59:34 -0500 Subject: [PATCH 01/11] Add row or column scaling option to matrixplot Especially when we visualize raw counts, sometimes it's hard to see the differences between DEGs and other genes in the heatmap since one value can simply dominate the entire heatmap. I think we can add a scaling option to matrixplot, which squashes expression values between 0 and 1 to make markers more pronounced. --- scanpy/plotting/_anndata.py | 17 ++++++++++++++++- 1 file changed, 16 insertions(+), 1 deletion(-) diff --git a/scanpy/plotting/_anndata.py b/scanpy/plotting/_anndata.py index 40d20b21f3..b2c5a0c0ba 100755 --- a/scanpy/plotting/_anndata.py +++ b/scanpy/plotting/_anndata.py @@ -1571,7 +1571,8 @@ def dotplot(adata, var_names, groupby=None, use_raw=None, log=False, num_categor @doc_params(show_save_ax=doc_show_save_ax, common_plot_args=doc_common_plot_args) def matrixplot(adata, var_names, groupby=None, use_raw=None, log=False, num_categories=7, figsize=None, dendrogram=False, var_group_positions=None, var_group_labels=None, - var_group_rotation=None, layer=None, swap_axes=False, show=None, save=None, **kwds): + var_group_rotation=None, layer=None, standard_scale=None, swap_axes=False, show=None, + save=None, **kwds): """\ Creates a heatmap of the mean expression values per cluster of each var_names If groupby is not given, the matrixplot assumes that all data belongs to a single @@ -1580,6 +1581,9 @@ def matrixplot(adata, var_names, groupby=None, use_raw=None, log=False, num_cate Parameters ---------- {common_plot_args} + standard_scale : {{'row', 'col'}}, optional (default: None) + Whether or not to standardize that dimension, meaning for each row or column, + subtract the minimum and divide each by its maximum. {show_save_ax} **kwds : keyword arguments Are passed to `matplotlib.pyplot.pcolor`. @@ -1623,6 +1627,17 @@ def matrixplot(adata, var_names, groupby=None, use_raw=None, log=False, num_cate mean_obs = obs_tidy.groupby(level=0).mean() + if standard_scale == 'row': + mean_obs -= mean_obs.values.min(1).reshape(-1, 1) + mean_obs /= mean_obs.values.max(1).reshape(-1, 1) + elif standard_scale == 'col': + mean_obs -= mean_obs.min(0) + mean_obs /= mean_obs.max(0) + elif standard_scale is None: + pass + else: + logg.info('Unknown type for standard_scale, ignored') + if dendrogram: dendro_data = _compute_dendrogram(adata, groupby, var_names=var_names, categories=categories, From da97d2b71d865723381ebfe356c67dd89b4bc660 Mon Sep 17 00:00:00 2001 From: Gokcen Eraslan Date: Mon, 4 Mar 2019 10:59:54 -0500 Subject: [PATCH 02/11] Fix row-wise standardization and handle swap_axes properly. --- scanpy/plotting/_anndata.py | 10 +++++++--- 1 file changed, 7 insertions(+), 3 deletions(-) diff --git a/scanpy/plotting/_anndata.py b/scanpy/plotting/_anndata.py index 617bea375a..4db4ca4145 100755 --- a/scanpy/plotting/_anndata.py +++ b/scanpy/plotting/_anndata.py @@ -1586,7 +1586,8 @@ def matrixplot(adata, var_names, groupby=None, use_raw=None, log=False, num_cate {common_plot_args} standard_scale : {{'row', 'col'}}, optional (default: None) Whether or not to standardize that dimension, meaning for each row or column, - subtract the minimum and divide each by its maximum. + subtract the minimum and divide each by its maximum. If `swap_axes` is True, + standardization will be performed after swapping the axes. {show_save_ax} **kwds : keyword arguments Are passed to `matplotlib.pyplot.pcolor`. @@ -1631,9 +1632,12 @@ def matrixplot(adata, var_names, groupby=None, use_raw=None, log=False, num_cate mean_obs = obs_tidy.groupby(level=0).mean() + if swap_axes and standard_scale in ('row', 'col'): + standard_scale = 'row' if standard_scale == 'col' else 'col' + if standard_scale == 'row': - mean_obs -= mean_obs.values.min(1).reshape(-1, 1) - mean_obs /= mean_obs.values.max(1).reshape(-1, 1) + mean_obs = mean_obs.sub(mean_obs.min(1), axis=0) + mean_obs = mean_obs.div(mean_obs.max(1), axis=0) elif standard_scale == 'col': mean_obs -= mean_obs.min(0) mean_obs /= mean_obs.max(0) From e11a7e8ec68395b23612b837297946a02bf25b09 Mon Sep 17 00:00:00 2001 From: Gokcen Eraslan Date: Mon, 4 Mar 2019 11:34:23 -0500 Subject: [PATCH 03/11] Add tests for row/col standardization in matrixplot --- .../_images/master_matrixplot_std_scale_col.png | Bin 0 -> 3823 bytes .../_images/master_matrixplot_std_scale_row.png | Bin 0 -> 3819 bytes ...master_matrixplot_swap_axes_std_scale_row.png | Bin 0 -> 3833 bytes scanpy/tests/test_plotting.py | 10 ++++++++++ 4 files changed, 10 insertions(+) create mode 100644 scanpy/tests/_images/master_matrixplot_std_scale_col.png create mode 100644 scanpy/tests/_images/master_matrixplot_std_scale_row.png create mode 100644 scanpy/tests/_images/master_matrixplot_swap_axes_std_scale_row.png diff --git a/scanpy/tests/_images/master_matrixplot_std_scale_col.png b/scanpy/tests/_images/master_matrixplot_std_scale_col.png new file mode 100644 index 0000000000000000000000000000000000000000..a0b8fa07f30c8de741cf2b5ef9ed7e06b47789ca GIT binary patch literal 3823 zcmYjUcQ{*78xKV(2{9_QMQw@LqqQQ@s!>JlU5(fpvsTrJ9o6bkGg>t|)GDgA6}4B* zP+M)SP5ExWf4=WN&$;K``<&-K@B5zjH%`2f;Wh9Dt_vU#2&{V@V+_m{z%Zhx1MVMT z_HTfR#uu$?N)KG2^v-d>JA==4OJ5L(PUPR9%3)I#0zRtvVJ-Yjym5Ykj)c1)Pe(r= 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Date: Tue, 5 Mar 2019 11:47:44 -0500 Subject: [PATCH 04/11] Replace row/col with group/var in new standard_scale option of matrixplot --- scanpy/plotting/_anndata.py | 14 +++++--------- ...png => master_matrixplot_std_scale_group.png} | Bin ...l.png => master_matrixplot_std_scale_var.png} | Bin ...master_matrixplot_swap_axes_std_scale_row.png | Bin 3833 -> 0 bytes scanpy/tests/test_plotting.py | 14 +++++--------- 5 files changed, 10 insertions(+), 18 deletions(-) rename scanpy/tests/_images/{master_matrixplot_std_scale_row.png => master_matrixplot_std_scale_group.png} (100%) rename scanpy/tests/_images/{master_matrixplot_std_scale_col.png => master_matrixplot_std_scale_var.png} (100%) delete mode 100644 scanpy/tests/_images/master_matrixplot_swap_axes_std_scale_row.png diff --git a/scanpy/plotting/_anndata.py b/scanpy/plotting/_anndata.py index 4db4ca4145..17a54e8727 100755 --- a/scanpy/plotting/_anndata.py +++ b/scanpy/plotting/_anndata.py @@ -1584,10 +1584,9 @@ def matrixplot(adata, var_names, groupby=None, use_raw=None, log=False, num_cate Parameters ---------- {common_plot_args} - standard_scale : {{'row', 'col'}}, optional (default: None) - Whether or not to standardize that dimension, meaning for each row or column, - subtract the minimum and divide each by its maximum. If `swap_axes` is True, - standardization will be performed after swapping the axes. + standard_scale : {{'var', 'group'}}, optional (default: None) + Whether or not to standardize that dimension, meaning for each variable or group, + subtract the minimum and divide each by its maximum. {show_save_ax} **kwds : keyword arguments Are passed to `matplotlib.pyplot.pcolor`. @@ -1632,13 +1631,10 @@ def matrixplot(adata, var_names, groupby=None, use_raw=None, log=False, num_cate mean_obs = obs_tidy.groupby(level=0).mean() - if swap_axes and standard_scale in ('row', 'col'): - standard_scale = 'row' if standard_scale == 'col' else 'col' - - if standard_scale == 'row': + if standard_scale == 'group': mean_obs = mean_obs.sub(mean_obs.min(1), axis=0) mean_obs = mean_obs.div(mean_obs.max(1), axis=0) - elif standard_scale == 'col': + elif standard_scale == 'var': mean_obs -= mean_obs.min(0) mean_obs /= mean_obs.max(0) elif standard_scale is None: diff --git a/scanpy/tests/_images/master_matrixplot_std_scale_row.png b/scanpy/tests/_images/master_matrixplot_std_scale_group.png similarity index 100% rename from scanpy/tests/_images/master_matrixplot_std_scale_row.png rename to scanpy/tests/_images/master_matrixplot_std_scale_group.png diff --git a/scanpy/tests/_images/master_matrixplot_std_scale_col.png b/scanpy/tests/_images/master_matrixplot_std_scale_var.png similarity index 100% rename from scanpy/tests/_images/master_matrixplot_std_scale_col.png rename to scanpy/tests/_images/master_matrixplot_std_scale_var.png diff --git a/scanpy/tests/_images/master_matrixplot_swap_axes_std_scale_row.png b/scanpy/tests/_images/master_matrixplot_swap_axes_std_scale_row.png deleted file mode 100644 index 750a806659bcf0720c58afc21c47abcb46be861a..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 3833 zcmai1cRbtQzmC=l(VC^k*NRy}ixeeDVpi?1Rci0pTTwG=rgn*~)f+LZh*f)46;)g8 zU0T{|?cUGt{&WAk_q@(N=a2I~=ly=3=Oh~FX)@4p(t$uA25l|05zwN6l0{1m)Z&u3 zLZG4aM{1kU0x6u<@i{OC`)FDCgFw{6|0xv3EQ*4_q(XqYd4RFEb3m}2pA*Q_F2D!l z9e{DO=L>T3^LO+1;*)_%!(=4*Tmu4p6s4s8cLU7Z&qb<`o>&e7-7wWgtC@rp929!$ zKAz$o?DX_57IjL|e*9rE)`7lT`fUQ__Q*I#VeM9#aK1W^u}ujx`xE)wFho3NPnOGZ zE~WO+Za76scEGi7lz-3Q%Vh$O^sMn6o^iG_t>_y4zwG1lMZcH)>EEUJsSH2TIbUD& z?^NDiTs|#aR%VMwmNHTbJl}4+7R(vLNBRF|U2!^3SJ$q-zP^GSf{D2A&UmSUqzsc7 zlcT-;HBH<8Q-a6AP<*t=|2x0P7$)nk<_kTpo{nQ_Zz-Z$HjFvU6Ur>R zJpbP5iyYN>^+1OaameHeFO5-Pio2L*mirz+72-TnK%24WEm;T^8d_Q5`xO?kcs@5b z_vLS)H=gUhmu*OheCg#tDi?q52nDFj@!s=K1q!i$FHZ!gYt6gew!xGo8CoRIA3sVg zTeBveF_;wbuGt~lw_@9^j?vYdJk zl1=EU#|GVG+Cyamh^D^t5C(?Ql9H%N=ejnoFhbTOHRO6GIn5}YmQBEL-v#~D+$T8C zfZ(Yi1L{MigCMi;1zTNOQfoGS953frVe4ZV!!& z#9CGl)L6IG`EToSKL~=r@sa{snwm5a>g%Qzgl}SM;)RN3{H-rSj`ya<-5ZC-#s*dX zUc~nFAj3~q6UM(D&ysu{I6d&x(2T#9+9!O}j`iKPUDkW>Mt`|BKc@n?*EFs1g7KtA|d<^btN>}oGNDIs_p}W#FAI?CUk@>cR@4J z|LL|AxCv}BVBRtlC4E264OzWG@#5fKrb z9&)%t(g-wSAus`1XE3d{&&i-_(N_OdiP1u$0DdFkx_#2*rjH_j>1>L=o?gew-AjE- z#zrkP!qNPLYS*2uY) zy@(>N@BMp%#gaT7@12OLK@)nTLHz?>&4OAMB0o}a`W;&8^ureKxkv6}R^FvIH6g$H z_{>Y=@1vT-72c$x1xjHii4;45ihB5ORT3$)7-Vi@>=^RjhzMoCfcl^V%ZsByUTMx$ zY5Zu&PHBR9=9gO%;oLG6;fb`l+!~9bo2Hu&DrlwoR z$H#Xk4kRBp8I+UhnGr{f@14}SWzzUQ^V|g9#49XL_&UP!f9B0~yE~O= zrr^o#b$>vN|5{uBwfP`$P}^mvx^R>K9Oe+a&Lcru{6=6WkPcuSf%HVtiQr@-u;l3@ z#-T<_Rs(LOJY8yKNniG;$hmuZ_z@kUeLWXBn?DhzF_^19}VdlVf z8LX_FT=&=G9t_-JFpa0qvKnx&frvlk!O#pUaPh6RpQm-t{zihjj=#>>HCnRdWHV6+ zAc%h_ZlYd}ZUvZ1T^_pemm1Kfrl!`-VM11-X+R)JNlAJCEl891a@xT{^Yx(=P`V0V z%$QWtQz_?Tl|}0^LQRdH=H=(KF`5?yNrVkX%F?948m?B>AeM2YG{D>t_n17F|F zwHZhk)U3nI-6N5|y#zn$yIHCf6(Z8B$yjd%(+muhgL}@$Ek~X+oSvQz4G*i?*w~!8 z=L`2(3!m||rOX}#mAACq-u_gG0%!qdMFQ2%Bp>;_3d`5kdUdAOz#+W`EY?tE<#EF%4z@e2q9y1hbbS1{@m_grD2t$} zhr8tv5{rAonOor0Fn9QCQh)u=@-uxW@>aYLeIjD*;>GIfDhCb5))w@*36pq7g5_Rb zC>U8&lbfB*FCrq6I;G1CIQZ5Vf-xxS=k{26NePH(R;y=j4prR1bz(i}Ckpogv088~3*Uw={k3u5{4~{@u=?*!~0b+srOv(Mo zV-%K+Zbvi`_M^eYP}SmL&gK?U-}mF$+qbq{yzFcI&=?1eu7`}}6VE5#=$F5L|BsxU z-1u&Q0dWe5!H|Q-nYwUAHDQ)(=ys*4!&X;O)+EQD2TL7X+1c47AXpXm^57w-{G6%O zWHQ;+%L^M2_62uK>|@yxDoe)+D$4puc&n8@R$NWTtIff|q3ZTEJMN$deOUzz3B45H z{!%|(y_nVd4qVn6WmrYS3!?^u?84NGi*Nw&_@cs-8dzzm37aQubQ{L7>0Dq%=%Ku) z2_2QjqSrKxrSJy7F!?YiCnqH(9&}OhS67r3i9(?qech)j|8;e9>keLyNZ@%8gl_sg zM5z+z2}#sTV5GSgP3k9fJpHrQ6@C3=k68QJdONF!7%yL_XGQX%*xcMq?WSe;a34@)|QJ^6h&<8uJB{=WJAroCoQSqpVT$ zm9dkPUEeNiD+FA-`wSo)Kw(r8iAVkHHXsndr${VOXkpAbG}sR&b`5zg*Z(UKmim zg88p>MGx^#sFmvKzS4fzCqvxr99-}2FDeSj11~mvqpFR3=Se9V8wP$VR!^k-MD@K} z_JcO!?(5ohkI&FpnBEFUpsbQ<;~}bFZbG5Q3yiU`u{*oF(c*jdz1JnpkW1l!_5V~^ zG+<|NPS7bNAP#$MZcE||cMcBJ0n#dZb`@%hM}t*|rHQxf>&;h=Liln=SiE>ouFk&$msZx%!E-Ck`XDJe z+0eu!4qy{gE&xNewwyy0ihjZKbpMM$=zb{Gk+m3)zI#VaSC}O~KmV|YUJA;(5qlG% zYGcFuwxMBSdV0VzO$!=>7U-Ux*mQ(3uC3a_T4{2z~ zgw*Ub7fzV=SzQjvX1-Dk*}^IFV4Q!f<1ry{8=CT{fVnAC%1xMTw~S5 zgy99?8G!WUWsZ#8{Vaqbx3U3Hq(XG{eU%~)geX%)@Cnq zjEmw34%!~{^!L8S1ps;>>#6tGFu;Ay&(E&}wWZ_ncpufO>S}dqj=pc?wxgYLoUqbN zcP!1s#6)!9*Xi!{BilQh!-jC@{npOQ-wSu2b)IhFWh%R#e(#{Mbsxugc=W!e#MNjN zKZG*Z(|N%0-MT8-R!^QF%Fh;={PU)#O~cO*n&rb!d_L+b-Ugz?_w>i+&@$! Date: Fri, 8 Mar 2019 16:06:57 -0500 Subject: [PATCH 05/11] Add `smallest_dot` parameter to dotplot Allow greater customizability and visibility when using dotplot by allowing the user to set the smallest dot size. --- scanpy/plotting/_anndata.py | 7 ++++++- 1 file changed, 6 insertions(+), 1 deletion(-) diff --git a/scanpy/plotting/_anndata.py b/scanpy/plotting/_anndata.py index ef6ae9119b..5f16fab6b0 100755 --- a/scanpy/plotting/_anndata.py +++ b/scanpy/plotting/_anndata.py @@ -1305,7 +1305,7 @@ def heatmap(adata, var_names, groupby=None, use_raw=None, log=False, num_categor @doc_params(show_save_ax=doc_show_save_ax, common_plot_args=doc_common_plot_args) def dotplot(adata, var_names, groupby=None, use_raw=None, log=False, num_categories=7, color_map='Reds', dot_max=None, dot_min=None, figsize=None, dendrogram=False, - gene_symbols=None, var_group_positions=None, + gene_symbols=None, var_group_positions=None, smallest_dot=0., var_group_labels=None, var_group_rotation=None, layer=None, show=None, save=None, **kwds): """\ Makes a *dot plot* of the expression values of `var_names`. @@ -1334,6 +1334,9 @@ def dotplot(adata, var_names, groupby=None, use_raw=None, log=False, num_categor If none, the minimum dot size is set to 0. If given, the value should be a number between 0 and 1. All fractions smaller than dot_min are clipped to this value. + smallest_dot : `float` optional (default: 0.) + If none, the smallest dot has size 0. All expression levels with `dot_min` are potted with + `smallest_dot` dot size. {show_save_ax} **kwds : keyword arguments @@ -1489,6 +1492,7 @@ def dotplot(adata, var_names, groupby=None, use_raw=None, log=False, num_categor frac = ((frac - dot_min) / old_range) size = (frac * 10) ** 2 + size += smallest_dot import matplotlib.colors normalize = matplotlib.colors.Normalize(vmin=kwds.get('vmin'), vmax=kwds.get('vmax')) @@ -1542,6 +1546,7 @@ def dotplot(adata, var_names, groupby=None, use_raw=None, log=False, num_categor else: fracs_values = fracs_legends size = (fracs_values * 10) ** 2 + size += smallest_dot color = [cmap(normalize(value)) for value in np.repeat(max(mean_flat) * 0.7, len(size))] # plot size bar From 4d007c3a27ee3c44ec74d253c6a6146b0fd2bae2 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Fidel=20Ram=C3=ADrez?= Date: Mon, 11 Mar 2019 09:47:13 +0100 Subject: [PATCH 06/11] remove divergent scale when use_raw=False. Add standard_scale to heatmap --- scanpy/plotting/_anndata.py | 58 ++++++++++++++----------------------- 1 file changed, 21 insertions(+), 37 deletions(-) diff --git a/scanpy/plotting/_anndata.py b/scanpy/plotting/_anndata.py index 17a54e8727..1bcb54ed2c 100755 --- a/scanpy/plotting/_anndata.py +++ b/scanpy/plotting/_anndata.py @@ -1045,7 +1045,8 @@ def rename_cols_to_int(value): @doc_params(show_save_ax=doc_show_save_ax, common_plot_args=doc_common_plot_args) def heatmap(adata, var_names, groupby=None, use_raw=None, log=False, num_categories=7, dendrogram=False, gene_symbols=None, var_group_positions=None, var_group_labels=None, - var_group_rotation=None, layer=None, swap_axes=False, show_gene_labels=None, show=None, save=None, figsize=None, **kwds): + var_group_rotation=None, layer=None, standard_scale=None, swap_axes=False, + show_gene_labels=None, show=None, save=None, figsize=None, **kwds): """\ Heatmap of the expression values of genes. @@ -1058,6 +1059,9 @@ def heatmap(adata, var_names, groupby=None, use_raw=None, log=False, num_categor Parameters ---------- {common_plot_args} + standard_scale : {{'var', 'obs'}}, optional (default: None) + Whether or not to standardize that dimension between 0 and 1, meaning for each variable or observation, + subtract the minimum and divide each by its maximum. swap_axes: `bool`, optional (default: `False`) By default, the x axis contains `var_names` (e.g. genes) and the y axis the `groupby` categories (if any). By setting `swap_axes` then x are the `groupby` categories and y the `var_names`. @@ -1080,26 +1084,22 @@ def heatmap(adata, var_names, groupby=None, use_raw=None, log=False, num_categor if use_raw is None and adata.raw is not None: use_raw = True if isinstance(var_names, str): var_names = [var_names] - if not use_raw and layer is None: - # this most likely will used a scaled version of the data - # and thus is better to use a diverging scale - param_set = False - if 'vmin' not in kwds: - kwds['vmin'] = -3 - param_set = True - if 'vmax' not in kwds: - kwds['vmax'] = 3 - param_set = True - if 'cmap' not in kwds: - kwds['cmap'] = 'bwr' - param_set = True - if param_set: - logg.info('Divergent color map has been automatically set to plot non-raw data. Use ' - '`vmin`, `vmax` and `cmap` to adjust the plot.') categories, obs_tidy = _prepare_dataframe(adata, var_names, groupby, use_raw, log, num_categories, gene_symbols=gene_symbols, layer=layer) + if standard_scale == 'obs': + obs_tidy = obs_tidy.sub(obs_tidy.min(1), axis=0) + obs_tidy = obs_tidy.div(obs_tidy.max(1), axis=0).fillna(0) + elif standard_scale == 'var': + obs_tidy -= obs_tidy.min(0) + obs_tidy /= obs_tidy.max(0).fillna(0) + elif standard_scale is None: + pass + else: + logg.warn('Unknown type for standard_scale, ignored') + + if groupby is None or len(categories) <= 1: categorical = False # dendrogram can only be computed between groupby categories @@ -1585,7 +1585,7 @@ def matrixplot(adata, var_names, groupby=None, use_raw=None, log=False, num_cate ---------- {common_plot_args} standard_scale : {{'var', 'group'}}, optional (default: None) - Whether or not to standardize that dimension, meaning for each variable or group, + Whether or not to standardize that dimension between 0 and 1, meaning for each variable or group, subtract the minimum and divide each by its maximum. {show_save_ax} **kwds : keyword arguments @@ -1606,22 +1606,6 @@ def matrixplot(adata, var_names, groupby=None, use_raw=None, log=False, num_cate if use_raw is None and adata.raw is not None: use_raw = True if isinstance(var_names, str): var_names = [var_names] - if use_raw is False: - # this most likely will used a scaled version of the data - # and thus is better to use a diverging scale - param_set = False - if 'vmin' not in kwds: - kwds['vmin'] = -3 - param_set = True - if 'vmax' not in kwds: - kwds['vmax'] = 3 - param_set = True - if 'cmap' not in kwds: - kwds['cmap'] = 'bwr' - param_set = True - if param_set: - logg.info('Divergent color map has been automatically set to plot non-raw data. Use ' - '`vmin`, `vmax` and `cmap` to adjust the plot.') categories, obs_tidy = _prepare_dataframe(adata, var_names, groupby, use_raw, log, num_categories, gene_symbols=gene_symbols, layer=layer) @@ -1633,14 +1617,14 @@ def matrixplot(adata, var_names, groupby=None, use_raw=None, log=False, num_cate if standard_scale == 'group': mean_obs = mean_obs.sub(mean_obs.min(1), axis=0) - mean_obs = mean_obs.div(mean_obs.max(1), axis=0) + mean_obs = mean_obs.div(mean_obs.max(1), axis=0).fillna(0) elif standard_scale == 'var': mean_obs -= mean_obs.min(0) - mean_obs /= mean_obs.max(0) + mean_obs /= mean_obs.max(0).fillna(0) elif standard_scale is None: pass else: - logg.info('Unknown type for standard_scale, ignored') + logg.warn('Unknown type for standard_scale, ignored') if dendrogram: dendro_data = _reorder_categories_after_dendrogram(adata, groupby, dendrogram, From 0b65bd001b74340904a8aa5c18341d2aa837bb43 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Fidel=20Ram=C3=ADrez?= Date: Mon, 11 Mar 2019 09:53:07 +0100 Subject: [PATCH 07/11] add standard scale to dotplot --- scanpy/plotting/_anndata.py | 16 +++++++++++++++- 1 file changed, 15 insertions(+), 1 deletion(-) diff --git a/scanpy/plotting/_anndata.py b/scanpy/plotting/_anndata.py index 1bcb54ed2c..4a544d4583 100755 --- a/scanpy/plotting/_anndata.py +++ b/scanpy/plotting/_anndata.py @@ -1305,7 +1305,7 @@ def heatmap(adata, var_names, groupby=None, use_raw=None, log=False, num_categor @doc_params(show_save_ax=doc_show_save_ax, common_plot_args=doc_common_plot_args) def dotplot(adata, var_names, groupby=None, use_raw=None, log=False, num_categories=7, color_map='Reds', dot_max=None, dot_min=None, figsize=None, dendrogram=False, - gene_symbols=None, var_group_positions=None, + gene_symbols=None, var_group_positions=None, standard_scale=None, var_group_labels=None, var_group_rotation=None, layer=None, show=None, save=None, **kwds): """\ Makes a *dot plot* of the expression values of `var_names`. @@ -1334,6 +1334,9 @@ def dotplot(adata, var_names, groupby=None, use_raw=None, log=False, num_categor If none, the minimum dot size is set to 0. If given, the value should be a number between 0 and 1. All fractions smaller than dot_min are clipped to this value. + standard_scale : {{'var', 'group'}}, optional (default: None) + Whether or not to standardize that dimension between 0 and 1, meaning for each variable or group, + subtract the minimum and divide each by its maximum. {show_save_ax} **kwds : keyword arguments @@ -1362,6 +1365,17 @@ def dotplot(adata, var_names, groupby=None, use_raw=None, log=False, num_categor # 1. compute mean value mean_obs = obs_tidy.groupby(level=0).mean() + if standard_scale == 'group': + mean_obs = mean_obs.sub(mean_obs.min(1), axis=0) + mean_obs = mean_obs.div(mean_obs.max(1), axis=0).fillna(0) + elif standard_scale == 'var': + mean_obs -= mean_obs.min(0) + mean_obs /= mean_obs.max(0).fillna(0) + elif standard_scale is None: + pass + else: + logg.warn('Unknown type for standard_scale, ignored') + # 2. compute fraction of cells having value >0 # transform obs_tidy into boolean matrix obs_bool = obs_tidy.astype(bool) From 6cc490b960fcc9e2c82bccc159fc7f1e6efe9dc0 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Fidel=20Ram=C3=ADrez?= Date: Mon, 11 Mar 2019 10:19:09 +0100 Subject: [PATCH 08/11] avoid overlap of yticks with plot in tracksplot --- scanpy/plotting/_anndata.py | 14 +++++++------- 1 file changed, 7 insertions(+), 7 deletions(-) diff --git a/scanpy/plotting/_anndata.py b/scanpy/plotting/_anndata.py index 0194d8b7b8..ccb8724aee 100755 --- a/scanpy/plotting/_anndata.py +++ b/scanpy/plotting/_anndata.py @@ -1099,7 +1099,6 @@ def heatmap(adata, var_names, groupby=None, use_raw=None, log=False, num_categor else: logg.warn('Unknown type for standard_scale, ignored') - if groupby is None or len(categories) <= 1: categorical = False # dendrogram can only be computed between groupby categories @@ -1869,7 +1868,7 @@ def tracksplot(adata, var_names, groupby, use_raw=None, log=False, groupby_height = 0.24 num_rows = len(var_names) + 2 # +1 because of dendrogram on top and categories at bottom if figsize is None: - width = 10 + width = 12 track_height = 0.25 else: width, height = figsize @@ -1881,7 +1880,7 @@ def tracksplot(adata, var_names, groupby, use_raw=None, log=False, obs_tidy = obs_tidy.T fig = pl.figure(figsize=(width, height)) - axs = gridspec.GridSpec(ncols=2, nrows=num_rows, wspace=0.3 / width, + axs = gridspec.GridSpec(ncols=2, nrows=num_rows, wspace=1.0 / width, hspace=0, height_ratios=height_ratios, width_ratios=[width, 0.14]) axs_list = [] @@ -1896,7 +1895,8 @@ def tracksplot(adata, var_names, groupby, use_raw=None, log=False, axs_list.append(ax) for cat_idx, category in enumerate(categories): x_start, x_end = x_values[cat_idx] - ax.fill_between(range(x_start, x_end), 0, obs_tidy.iloc[idx, x_start:x_end], lw=0.1, color=groupby_colors[cat_idx]) + ax.fill_between(range(x_start, x_end), 0, obs_tidy.iloc[idx, x_start:x_end], lw=0.1, + color=groupby_colors[cat_idx]) # remove the xticks labels except for the last processed plot. # Because the plots share the x axis it is redundant and less compact to plot the @@ -1913,9 +1913,9 @@ def tracksplot(adata, var_names, groupby, use_raw=None, log=False, ymin, ymax = ax.get_ylim() ymax = int(ymax) ax.set_yticks([ymax]) - tt = ax.set_yticklabels([str(ymax)], ha='right', va='top') - - ax.tick_params(axis='y', labelsize='x-small', right=True, left=False, pad=-5, + tt = ax.set_yticklabels([str(ymax)], ha='left', va='top') + ax.spines['right'].set_position(('axes', 1.01)) + ax.tick_params(axis='y', labelsize='x-small', right=True, left=False, length=2, which='both', labelright=True, labelleft=False, direction='in') ax.set_ylabel(var, rotation=0, fontsize='small', ha='right', va='bottom') ax.yaxis.set_label_coords(-0.005, 0.1) From 43de7ba62bcfcab9f430ac297c22e3a0afb3bde2 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Fidel=20Ram=C3=ADrez?= Date: Mon, 11 Mar 2019 17:33:56 +0100 Subject: [PATCH 09/11] add ">" to dotplot legend --- scanpy/plotting/_anndata.py | 4 ++++ 1 file changed, 4 insertions(+) diff --git a/scanpy/plotting/_anndata.py b/scanpy/plotting/_anndata.py index ccb8724aee..568e0a2a7e 100755 --- a/scanpy/plotting/_anndata.py +++ b/scanpy/plotting/_anndata.py @@ -1567,6 +1567,10 @@ def dotplot(adata, var_names, groupby=None, use_raw=None, log=False, num_categor size_legend.scatter(np.repeat(0, len(size)), range(len(size)), s=size, color=color) size_legend.set_yticks(range(len(size))) + labels = ["{:.0%}".format(x) for x in fracs_legends] + if dot_max < 1: + labels[-1] = ">" + labels[-1] + size_legend.set_yticklabels(labels) size_legend.set_yticklabels(["{:.0%}".format(x) for x in fracs_legends]) size_legend.tick_params(axis='y', left=False, labelleft=False, labelright=True) From 65797e38e0724d6832214af1e40cc2bed0fcc8a8 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Fidel=20Ram=C3=ADrez?= Date: Mon, 11 Mar 2019 18:49:31 +0100 Subject: [PATCH 10/11] add standard_scale to stacked_violin --- scanpy/plotting/_anndata.py | 17 ++++++++++++++++- 1 file changed, 16 insertions(+), 1 deletion(-) diff --git a/scanpy/plotting/_anndata.py b/scanpy/plotting/_anndata.py index 568e0a2a7e..688eae82a8 100755 --- a/scanpy/plotting/_anndata.py +++ b/scanpy/plotting/_anndata.py @@ -761,7 +761,7 @@ def clustermap( @doc_params(show_save_ax=doc_show_save_ax, common_plot_args=doc_common_plot_args) def stacked_violin(adata, var_names, groupby=None, log=False, use_raw=None, num_categories=7, figsize=None, dendrogram=False, gene_symbols=None, - var_group_positions=None, var_group_labels=None, + var_group_positions=None, var_group_labels=None, standard_scale=None, var_group_rotation=None, layer=None, stripplot=False, jitter=False, size=1, scale='width', order=None, swap_axes=False, show=None, save=None, row_palette='muted', **kwds): @@ -796,6 +796,9 @@ def stacked_violin(adata, var_names, groupby=None, log=False, use_raw=None, num_ should be a valid seaborn palette name or a valic matplotlib colormap (see https://seaborn.pydata.org/generated/seaborn.color_palette.html). Alternatively, a single color name or hex value can be passed. E.g. 'red' or '#cc33ff' + standard_scale : {{'var', 'obs'}}, optional (default: None) + Whether or not to standardize that dimension between 0 and 1, meaning for each variable or observation, + subtract the minimum and divide each by its maximum. swap_axes: `bool`, optional (default: `False`) By default, the x axis contains `var_names` (e.g. genes) and the y axis the `groupby` categories. By setting `swap_axes` then x are the `groupby` categories and y the `var_names`. When swapping @@ -822,6 +825,18 @@ def stacked_violin(adata, var_names, groupby=None, log=False, use_raw=None, num_ categories, obs_tidy = _prepare_dataframe(adata, var_names, groupby, use_raw, log, num_categories, gene_symbols=gene_symbols, layer=layer) + if standard_scale == 'obs': + obs_tidy = obs_tidy.sub(obs_tidy.min(1), axis=0) + obs_tidy = obs_tidy.div(obs_tidy.max(1), axis=0).fillna(0) + elif standard_scale == 'var': + obs_tidy -= obs_tidy.min(0) + obs_tidy /= obs_tidy.max(0).fillna(0) + elif standard_scale is None: + pass + else: + logg.warn('Unknown type for standard_scale, ignored') + + if 'color' in kwds: row_palette = kwds['color'] # remove color from kwds in case is set to avoid an error caused by From 4f690e520768164572fef4c9d4d2cd38f812effa Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Fidel=20Ram=C3=ADrez?= Date: Mon, 11 Mar 2019 19:05:14 +0100 Subject: [PATCH 11/11] updated tests --- .../master_dotplot_std_scale_group.png | Bin 0 -> 10255 bytes .../_images/master_dotplot_std_scale_var.png | Bin 0 -> 10886 bytes scanpy/tests/_images/master_heatmap.png | Bin 8042 -> 12576 bytes scanpy/tests/_images/master_heatmap2.png | Bin 8007 -> 11787 bytes .../_images/master_heatmap_gene_symbols.png | Bin 8611 -> 13134 bytes .../_images/master_heatmap_std_scale_obs.png | Bin 0 -> 12166 bytes .../_images/master_heatmap_std_scale_var.png | Bin 0 -> 13085 bytes .../_images/master_heatmap_swap_axes.png | Bin 8216 -> 12347 bytes scanpy/tests/_images/master_matrixplot.png | Bin 3659 -> 4427 bytes scanpy/tests/_images/master_matrixplot2.png | Bin 5690 -> 5692 bytes .../master_matrixplot_gene_symbols.png | Bin 3657 -> 4423 bytes .../master_matrixplot_std_scale_group.png | Bin 3819 -> 4115 bytes .../master_matrixplot_std_scale_var.png | Bin 3823 -> 4500 bytes .../_images/master_matrixplot_swap_axes.png | Bin 3607 -> 4097 bytes .../master_ranked_genes_tracksplot.png | Bin 139798 -> 152712 bytes scanpy/tests/_images/master_tracksplot.png | Bin 18457 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