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MIT License | ||
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Copyright (c) 2023 CaoTianze | ||
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Permission is hereby granted, free of charge, to any person obtaining a copy | ||
of this software and associated documentation files (the "Software"), to deal | ||
in the Software without restriction, including without limitation the rights | ||
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell | ||
copies of the Software, and to permit persons to whom the Software is | ||
furnished to do so, subject to the following conditions: | ||
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The above copyright notice and this permission notice shall be included in all | ||
copies or substantial portions of the Software. | ||
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THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR | ||
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, | ||
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE | ||
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER | ||
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, | ||
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE | ||
SOFTWARE. |
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# plotnineSeqSuite: a Python package for visualizing sequence data using ggplot2 | ||
## Installation | ||
`pip install plotnineseqsuite` | ||
## Getting Started | ||
See [plotnineSeqSuite Documentation](https://caotianze.github.io/plotnineseqsuite/) | ||
## Development environment | ||
PyCharm 2022.1 (Community Edition) and Spyder version: 5.4.1 (conda) | ||
## Dependencies | ||
Python version: 3.10.9 64-bit | ||
plotnine: 0.10.1 |
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# color schemes | ||
Default color schemes: chemistry, chemistry2, hydrophobicity, nucleotide, nucleotide2, base_pairing, clustalx, taylor. | ||
## *function* make_col_scheme(name: str = 'Custom Scheme', chars: Optional[list[str]] = None, groups: Optional[list[int]] = None, cols: Optional[list[int]] = None, values: Optional[list[int]] = None) -> dict | ||
```python | ||
from plotnineseqsuite.col_schemes import make_col_scheme | ||
cs1 = make_col_scheme(chars=['A', 'T', 'C', 'G'], groups=['gr1', 'gr1', 'gr2', 'gr2'],cols=['purple', 'purple', 'blue', 'blue']) | ||
cs2 = make_col_scheme(chars=['A', 'T', 'C', 'G'], values=[1,2,3,4]) | ||
``` | ||
The function is used to create custom color style themes. | ||
### name | ||
Name of custom scheme. It will display in legend. | ||
### chars | ||
Letters will used to plot. | ||
### groups | ||
Used in a custom discrete color scheme. It groups letters. | ||
### cols | ||
Used in a custom discrete color scheme. It represents the RGB value of the grouped color. | ||
### values | ||
Used in a custom continuous color scheme. It represents the numeric value of the corresponding letter. | ||
## *function* get_col_scheme(col_scheme: str, seq_type: str = 'AUTO') -> dict | ||
This function is used to get the built-in color theme of the type of the given sequence. | ||
```python | ||
from plotnineseqsuite.col_schemes import get_col_scheme | ||
col_df = get_col_scheme(col_scheme='chemistry') | ||
``` | ||
### col_scheme | ||
One of the default color schemes. | ||
### seq_type | ||
AA or DNA or RNA |
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# font | ||
Default fonts: times_new_roman, arial, courier_new, akrobat_bold, xkcd_regular, akrobat_regular, helvetica_bold, helvetica_light, helvetica_regular, roboto_bold, roboto_medium, roboto_regular, roboto_slab_bold, roboto_slab_light, roboto_slab_regular. | ||
## *function* list_fonts() | ||
Get all fonts. | ||
## *function* get_font(font_name: str) -> DataFrame | ||
```python | ||
from plotnineseqsuite import get_font | ||
f_df = get_font(font_name='times_new_roman') | ||
``` | ||
Gets the specified font. | ||
### font_name | ||
Name of one of the default fonts. |
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# geom_alignedSeq | ||
A class that represents the sequence alignment diagram | ||
## *class* geom_alignedSeq(self,data: Union[list[str], dict, None] = None,seq_names: Optional[list[str]] = None,seq_type: str = 'AUTO',namespace: Optional[list[str]] = None,font: str = 'roboto_medium',stack_width: float = 0.75,font_col: str = '#FFFFFF',bg_col_scheme: Union[DataFrame, str] = 'AUTO',bg_low_col: str = 'black',bg_high_col: str = 'yellow',bg_na_col: str = '#333333',**kwargs: Any) | ||
```python | ||
from plotnine import ggplot, coord_fixed | ||
from plotnineseqsuite import geom_alignedSeq, theme_seq | ||
from plotnineseqsuite.data import seqs_dna | ||
ggplot() + geom_alignedSeq(seqs_dna['MA0013.1']) + theme_seq() + coord_fixed() | ||
``` | ||
- data | ||
Sequence data or corresponding dict. | ||
- seq_names | ||
The name corresponding to the sequence data. | ||
- seq_type | ||
OTHER, AA, DNA, RNA | ||
- namespace | ||
The letter corresponding to the data. | ||
- font | ||
Font value | ||
- stack_width | ||
The ratio of the size of letters to the standard unit width. | ||
- font_col | ||
The color of the font. | ||
- bg_col_scheme | ||
Color scheme of the backgrounds. | ||
- bg_low_col | ||
Continuous color schemes are available. | ||
- bg_high_col | ||
Continuous color schemes are available. | ||
- bg_na_col | ||
Used when the background in the corresponding namespace do not have a color matching value defined. | ||
- kwargs | ||
Other arguments passed on to layer(). | ||
## *properties* | ||
- bg_data | ||
DataFrame. | ||
- bg_layer | ||
A geom_tile layer. Data come from the property bg_data. | ||
- letter_data | ||
DataFrame. | ||
- letter_layer | ||
A geom_polygon layer. Data come from the property letter_data. | ||
- scale_x_continuous | ||
A custom scale_x_continuous. | ||
- scale_y_continuous | ||
A custom scale_y_continuous. | ||
- xlab | ||
A custom xlab. | ||
- ylab | ||
A custom ylab. | ||
- colscale_opts | ||
A custom scale_fill_gradient or custom scale_fill_manual. |
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# geom_logo | ||
A class that represents the sequence logo | ||
## *class* geom_logo(self,data: Union[list[str], ndarray, dict, None] = None,method: str = 'bits',seq_type: str = 'AUTO',namespace: Optional[list[str]] = None,font: str = 'roboto_medium',stack_width: float = 0.95,rev_stack_order: bool = False,col_scheme: Union[DataFrame, str] = 'AUTO',low_col: str = 'black',high_col: str = 'yellow',na_col: str = '#333333',**kwargs: Any) | ||
```python | ||
from plotnine import ggplot | ||
from plotnineseqsuite import geom_logo, theme_seq | ||
from plotnineseqsuite.data import seqs_dna | ||
ggplot() + geom_logo(seqs_dna['MA0001.1']) + theme_seq() | ||
``` | ||
- data | ||
Sequence data or PFM or corresponding dict. | ||
- method | ||
bits, probability, custom | ||
- seq_type | ||
OTHER, AA, DNA, RNA | ||
- namespace | ||
The letter corresponding to the data. If the type of data is ndarray, the order of the namespaces must correspond to that of ndarray. | ||
- font | ||
Font value | ||
- stack_width | ||
The ratio of the size of letters to the standard unit width. | ||
- rev_stack_order | ||
Order of letter stack is reversed. | ||
- col_scheme | ||
Color scheme of the letters. | ||
- low_col | ||
Continuous color schemes are available. | ||
- high_col | ||
Continuous color schemes are available. | ||
- na_col | ||
Used when the letters in the corresponding namespace do not have a color matching value defined. | ||
- kwargs | ||
Other arguments passed on to layer(). | ||
## *properties* | ||
- data | ||
DataFrame. | ||
- layer | ||
A geom_polygon layer. Data come from the property data. | ||
- scale_x_continuous | ||
A custom scale_x_continuous. | ||
- xlab | ||
A custom xlab. | ||
- ylab | ||
A custom ylab. | ||
- colscale_opts | ||
A custom scale_fill_gradient or custom scale_fill_manual.y |
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# geom_seqBar | ||
A class that represents the sequence histogram | ||
## *class* geom_seqBar(self,data: Union[list[str], ndarray, dict, None] = None,seq_type: str = 'AUTO',namespace: Optional[list[str]] = None,font: str = 'roboto_medium',stack_width: float = 0.75,bar_col_scheme: Union[DataFrame, str] = 'AUTO',font_col: str = '#808080',low_col: str = 'black',high_col: str = 'yellow',na_col: str = '#333333',**kwargs: Any) | ||
```python | ||
from plotnine import ggplot | ||
from plotnineseqsuite import geom_seqBar, theme_seq | ||
from plotnineseqsuite.data import seqs_dna | ||
ggplot() + geom_seqBar(seqs_dna['MA0013.1']) + theme_seq() | ||
``` | ||
- data | ||
Sequence data or PFM or corresponding dict. | ||
- seq_type | ||
OTHER, AA, DNA, RNA | ||
- namespace | ||
The letter corresponding to the data. If the type of data is ndarray, the order of the namespaces must correspond to that of ndarray. | ||
- font | ||
Font value | ||
- stack_width | ||
The ratio of the size of letters and the width of bars to the standard unit width. | ||
- bar_col_scheme | ||
Color scheme of the cylinder. | ||
- font_col | ||
The color of the font. | ||
- low_col | ||
Continuous color schemes are available. | ||
- high_col | ||
Continuous color schemes are available. | ||
- na_col | ||
Used when the letters in the corresponding namespace do not have a color matching value defined. | ||
- kwargs | ||
Other arguments passed on to layer(). | ||
## *properties* | ||
- bar_data | ||
DataFrame. | ||
- bar_layer | ||
A geom_tile layer. Data come from the property bar_data. | ||
- letter_data | ||
DataFrame. | ||
- letter_layer | ||
A geom_polygon layer. Data come from the property letter_data. | ||
- scale_x_continuous | ||
A custom scale_x_continuous. | ||
- scale_y_continuous | ||
A custom scale_y_continuous. | ||
- xlab | ||
A custom xlab. | ||
- ylab | ||
A custom ylab. | ||
- colscale_opts | ||
A custom scale_fill_gradient or custom scale_fill_manual. |
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