Python changes for precision->likelihood_thresold

Also update the Python implementation to match the C one

_tsinfermodule.c

@@ -1283,21 +1283,21 @@ AncestorMatcher_init(AncestorMatcher *self, PyObject *args, PyObject *kwds)
     int err;
     int extended_checks = 0;
     static char *kwlist[] = {"tree_sequence_builder", "recombination",
-        "mismatch", "precision", "extended_checks", NULL};
+        "mismatch", "likelihood_threshold", "extended_checks", NULL};
     TreeSequenceBuilder *tree_sequence_builder = NULL;
     PyObject *recombination = NULL;
     PyObject *mismatch = NULL;
     PyArrayObject *recombination_array = NULL;
     PyArrayObject *mismatch_array = NULL;
     npy_intp *shape;
-    unsigned int precision = 22;
+    double likelihood_threshold = DBL_MIN;
     int flags = 0;
 
     self->ancestor_matcher = NULL;
     self->tree_sequence_builder = NULL;
-    if (!PyArg_ParseTupleAndKeywords(args, kwds, "O!OO|Ii", kwlist,
+    if (!PyArg_ParseTupleAndKeywords(args, kwds, "O!OO|di", kwlist,
                 &TreeSequenceBuilderType, &tree_sequence_builder,
-                &recombination, &mismatch, &precision,
+                &recombination, &mismatch, &likelihood_threshold,
                 &extended_checks)) {
         goto out;
     }
@@ -1343,7 +1343,7 @@ AncestorMatcher_init(AncestorMatcher *self, PyObject *args, PyObject *kwds)
             self->tree_sequence_builder->tree_sequence_builder,
             PyArray_DATA(recombination_array),
             PyArray_DATA(mismatch_array),
-            precision, flags);
+            likelihood_threshold, flags);
     if (err != 0) {
         handle_library_error(err);
         goto out;

tsinfer/algorithm.py

@@ -636,13 +636,13 @@ def __init__(
         tree_sequence_builder,
         recombination=None,
         mismatch=None,
-        precision=None,
+        likelihood_threshold=None,
         extended_checks=False,
     ):
         self.tree_sequence_builder = tree_sequence_builder
         self.mismatch = mismatch
         self.recombination = recombination
-        self.precision = precision
+        self.likelihood_threshold = likelihood_threshold
         self.extended_checks = extended_checks
         self.num_sites = tree_sequence_builder.num_sites
         self.parent = None
@@ -705,7 +705,8 @@ def unset_allelic_state(self, site):
         assert np.all(self.allelic_state == -1)
 
     def update_site(self, site, haplotype_state):
-        n = self.tree_sequence_builder.num_match_nodes
+        # n = self.tree_sequence_builder.num_match_nodes
+        n = 1
         rho = self.recombination[site]
         mu = self.mismatch[site]
         num_alleles = self.tree_sequence_builder.num_alleles[site]
@@ -763,13 +764,13 @@ def update_site(self, site, haplotype_state):
             elif rho == 0:
                 raise _tsinfer.MatchImpossible(
                     "Matching failed with recombination=0, potentially due to "
-                    "rounding issues. Try increasing the precision value"
+                    "rounding issues. Try increasing the likelihood_threshold value"
                 )
             raise AssertionError("Unexpected matching failure")
 
         for u in self.likelihood_nodes:
             x = self.likelihood[u] / max_L
-            self.likelihood[u] = round(x, self.precision)
+            self.likelihood[u] = max(x, self.likelihood_threshold)
 
         self.max_likelihood_node[site] = max_L_node
         self.unset_allelic_state(site)

tsinfer/inference.py

@@ -269,6 +269,7 @@ def infer(
     num_threads=0,
     # Deliberately undocumented parameters below
     precision=None,
+    likelihood_threshold=None,
     engine=constants.C_ENGINE,
     progress_monitor=None,
     time_units=None,
@@ -349,6 +350,7 @@ def infer(
         recombination_rate=recombination_rate,
         mismatch_ratio=mismatch_ratio,
         precision=precision,
+        likelihood_threshold=likelihood_threshold,
         path_compression=path_compression,
         progress_monitor=progress_monitor,
         time_units=time_units,
@@ -362,6 +364,7 @@ def infer(
         recombination_rate=recombination_rate,
         mismatch_ratio=mismatch_ratio,
         precision=precision,
+        likelihood_threshold=likelihood_threshold,
         post_process=post_process,
         path_compression=path_compression,
         progress_monitor=progress_monitor,
@@ -457,6 +460,7 @@ def match_ancestors(
     recombination=None,  # See :class:`Matcher`
     mismatch=None,  # See :class:`Matcher`
     precision=None,
+    likelihood_threshold=None,
     engine=constants.C_ENGINE,
     progress_monitor=None,
     extended_checks=False,
@@ -514,6 +518,7 @@ def match_ancestors(
         path_compression=path_compression,
         num_threads=num_threads,
         precision=precision,
+        likelihood_threshold=likelihood_threshold,
         extended_checks=extended_checks,
         engine=engine,
         progress_monitor=progress_monitor,
@@ -639,6 +644,7 @@ def match_samples(
     recombination=None,  # See :class:`Matcher`
     mismatch=None,  # See :class:`Matcher`
     precision=None,
+    likelihood_threshold=None,
     extended_checks=False,
     engine=constants.C_ENGINE,
     progress_monitor=None,
@@ -723,6 +729,7 @@ def match_samples(
         path_compression=path_compression,
         num_threads=num_threads,
         precision=precision,
+        likelihood_threshold=likelihood_threshold,
         extended_checks=extended_checks,
         engine=engine,
         progress_monitor=progress_monitor,
@@ -1141,6 +1148,7 @@ def __init__(
         recombination=None,
         mismatch=None,
         precision=None,
+        likelihood_threshold=None,
         extended_checks=False,
         engine=constants.C_ENGINE,
         progress_monitor=None,
@@ -1233,11 +1241,16 @@ def __init__(
         if not (np.all(mismatch >= 0) and np.all(mismatch <= 1)):
             raise ValueError("Underlying mismatch probabilities not between 0 & 1")
 
-        if precision is None:
-            precision = 13
+        if precision is not None and likelihood_threshold is not None:
+            raise ValueError("Cannot specify likelihood_threshold and precision")
+        if precision is not None:
+            likelihood_threshold = pow(10, -precision)
+        if likelihood_threshold is None:
+            likelihood_threshold = 1e-13  # ~Same as previous precision default.
+
         self.recombination[1:] = recombination
         self.mismatch[:] = mismatch
-        self.precision = precision
+        self.likelihood_threshold = likelihood_threshold
 
         if len(recombination) == 0:
             logger.info("Fewer than two inference sites: no recombination possible")
@@ -1261,7 +1274,7 @@ def __init__(
                 f"mean={np.mean(mismatch):.5g}"
             )
         logger.info(
-            f"Matching using {precision} digits of precision in likelihood calcs"
+                f"Matching using likelihood_threshold of {likelihood_threshold:.5g}"
         )
 
         if engine == constants.C_ENGINE:
@@ -1303,7 +1316,7 @@ def __init__(
                 self.tree_sequence_builder,
                 recombination=self.recombination,
                 mismatch=self.mismatch,
-                precision=precision,
+                likelihood_threshold=likelihood_threshold,
                 extended_checks=self.extended_checks,
             )
             for _ in range(num_threads)