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:::{currentmodule} tskit :::
(sec_file_formats)=
(sec_tree_sequence_file_format)=
To make tree sequence data as efficient and easy as possible to use, we store the data on file in a columnar, binary format. The format is based on the kastore package, which is a simple key-value store for numerical data. There is a one-to-one correspondence between the tables described above and the arrays stored in these files.
By convention, these files are given the .trees suffix (although this
is not enforced in any way), and we will sometimes refer to them as ".trees"
files. We also refer to them as "tree sequence files".
:::{todo}
Link to the documentation for kastore, and describe the arrays that are
stored as well as the top-level metadata. Note that a structured listing of
all the data stored in a tree sequence file can be shown using
e.g. python -m kastore ls file.trees.
:::
Tree sequence files written by older versions of tskit are not readable by
newer versions of tskit. For major releases of tskit, tskit upgrade
will convert older tree sequence files to the latest version.
(sec_text_file_format)=
The tree sequence text file format is based on a simple whitespace
delimited approach. Each table corresponds to a single file, and is
composed of a number of whitespace delimited columns. The first
line of each file must be a header giving the names of each column.
Subsequent rows must contain data for each of these columns, following
the usual conventions. Each table has a set of mandatory and optional columns which are
described below. The columns can be provided in any order, and extra columns
can be included in the file. Note, in particular, that this means that
an id column may be present in any of these files, but it will be
ignored (IDs are always determined by the position of the row in a table).
The {meth}load_text method can be used to read tables in text format. This has been
used to create the following very simple tree sequence, with four nodes, two trees,
and three mutations at two sites, both on the first tree:
:tags: ["hide-input"]
# TODO once https://github.com/tskit-dev/tskit/issues/1824 is solved
# change the individual table to include some with blank parents / locations
import io
import tskit
from IPython.display import SVG
individuals = """\
flags location parents
0 0.5,1.2 -1,-1
0 1.0,3.4 0,-1
0 3.5,6.3 0,1
0 0.5 -1,-1
0 0.5,0.5 2,3
"""
nodes = """\
is_sample individual time
1 0 0.0
1 0 0.0
0 -1 2.0
0 -1 3.0
"""
edges = """\
left right parent child
0.0 7.0 2 0
0.0 7.0 2 1
7.0 10.0 3 0
7.0 10.0 3 1
"""
sites = """\
position ancestral_state
2.0 AT
4.0 A
"""
mutations = """\
site node derived_state time parent
0 0 A 0.5 -1
1 0 T 1.5 -1
1 1 A 1.0 1
"""
migrations = """\
left right node source dest time
0.0 0.7 5 2 3 1.0
0.8 0.9 8 3 4 3.0
"""
populations = """\
id metadata
0 cG9wMQ==
1 cG9wMg==
"""
ts = tskit.load_text(
individuals=io.StringIO(individuals),
nodes=io.StringIO(nodes),
edges=io.StringIO(edges),
sites=io.StringIO(sites),
mutations=io.StringIO(mutations),
# migrations=io.StringIO(migrations), # uncomment when https://github.com/tskit-dev/tskit/issues/19 fixed
populations=io.StringIO(populations),
strict=False
)
SVG(ts.draw_svg(y_axis=True))
A deletion from AT to A has occurred at position 2 on the branch leading to node 0, and two mutations have occurred at position 4 on the branch leading to node 1, first from A to T, then a back mutation to A. The genotypes of our two samples, nodes 0 and 1, are therefore AA and ATA. Note that this tree sequence also contains entries in the individual, population, and migration tables, but this is not shown plot above.
(sec_individual_text_format)=
The individual text format must contain a flags column.
Optionally, there may also be location, parents and
metadata columns. See the
{ref}individual table definitions<sec_individual_table_definition>
for details on these columns.
Note that there are currently no globally defined flags, but the column
is still required; a value of 0 means that there are no flags set.
The location and parents columns should be a sequence of comma-separated numeric
values. They do not all have to be the same length.
:tags: ["hide-input", "output-wide-tabs"]
import sys
from IPython.display import display, HTML
display(HTML("An example individual table:"))
ts.dump_text(individuals=sys.stdout)
(sec_node_text_format)=
The node text format must contain the columns is_sample and
time. Optionally, there may also be population, individual, and
metadata columns. See the
{ref}node table definitions<sec_node_table_definition> for details on these columns.
Note that we do not have a flags column in the text file format, but
instead use is_sample (which may be 0 or 1). Currently, NODE_IS_SAMPLE is
the only flag value defined for nodes, and as more flags are defined we will
allow for extra columns in the text format.
:tags: ["hide-input", "output-wide-tabs"]
display(HTML("An example node table:"))
ts.dump_text(nodes=sys.stdout)
(sec_edge_text_format)=
The edge text format must contain the columns left,
right, parent and child. Optionally, there may also be
a metadata column.
See the {ref}edge table definitions <sec_edge_table_definition>
for details on these columns.
:tags: ["hide-input", "output-wide-tabs"]
display(HTML("An example edge table:"))
ts.dump_text(edges=sys.stdout)
(sec_site_text_format)=
The site text format must contain the columns position and
ancestral_state. The metadata column may also be optionally
present. See the
{ref}site table definitions <sec_site_table_definition>
for details on these columns.
:tags: ["hide-input", "output-wide-tabs"]
display(HTML("An example site table:"))
ts.dump_text(sites=sys.stdout)
(sec_mutation_text_format)=
The mutation text format must contain the columns site,
node and derived_state. The time, parent and metadata columns
may also be optionally present (but parent must be specified if
more than one mutation occurs at the same site). If time is absent
UNKNOWN_TIME will be used to fill the column. See the
{ref}mutation table definitions <sec_mutation_table_definition>
for details on these columns.
:tags: ["hide-input", "output-wide-tabs"]
display(HTML("An example mutation table:"))
ts.dump_text(mutations=sys.stdout)
(sec_migration_text_format)=
The migration text format must contain the columns left,
right, node, source, dest and time. The metadata column
may also be optionally present. See the
{ref}migration table definitions <sec_migration_table_definition>
for details on these columns.
:tags: ["hide-input", "output-wide-tabs"]
display(HTML("An example migration table:"))
print(migrations) # fixme
# ts.dump_text(migrations=sys.stdout)
(sec_population_text_format)=
Population tables only have a metadata column, so the text format for
a population table requires there to be a metadata column. See the
{ref}population table definitions <sec_population_table_definition> for
details.
:tags: ["hide-input", "output-wide-tabs"]
display(HTML("An example population table:"))
ts.dump_text(populations=sys.stdout)
The metadata contains base64-encoded data (in this case, the strings
pop1 and pop1).