diff COBRAxy/utils/reaction_parsing.py @ 4:41f35c2f0c7b draft

Uploaded
author luca_milaz
date Wed, 18 Sep 2024 10:59:10 +0000
parents
children
line wrap: on
line diff
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/COBRAxy/utils/reaction_parsing.py	Wed Sep 18 10:59:10 2024 +0000
@@ -0,0 +1,130 @@
+from enum import Enum
+import utils.general_utils as utils
+from typing import Dict
+import csv
+import re
+
+# Reaction direction encoding:
+class ReactionDir(Enum):
+  """
+  A reaction can go forwards, backwards or be reversible (able to proceed in both directions).
+  Models created / managed with cobrapy encode this information within the reaction's
+  formula using the arrows this enum keeps as values.
+  """
+  FORWARD    = "-->"
+  BACKWARD   = "<--"
+  REVERSIBLE = "<=>"
+
+  @classmethod
+  def fromReaction(cls, reaction :str) -> 'ReactionDir':
+    """
+    Takes a whole reaction formula string and looks for one of the arrows, returning the
+    corresponding reaction direction.
+
+    Args:
+      reaction : the reaction's formula.
+    
+    Raises:
+      ValueError : if no valid arrow is found.
+    
+    Returns:
+      ReactionDir : the corresponding reaction direction.
+    """
+    for member in cls:
+      if member.value in reaction: return member
+
+    raise ValueError("No valid arrow found within reaction string.")
+
+ReactionsDict = Dict[str, Dict[str, float]]
+
+
+def add_custom_reaction(reactionsDict :ReactionsDict, rId :str, reaction :str) -> None:
+  """
+  Adds an entry to the given reactionsDict. Each entry consists of a given unique reaction id
+  (key) and a :dict (value) matching each substrate in the reaction to its stoichiometric coefficient.
+  Keys and values are both obtained from the reaction's formula: if a substrate (custom metabolite id)
+  appears without an explicit coeff, the value 1.0 will be used instead.
+
+  Args:
+    reactionsDict : dictionary encoding custom reactions information.
+    rId : unique reaction id.
+    reaction : the reaction's formula.
+  
+  Returns:
+    None
+
+  Side effects:
+    reactionsDict : mut
+  """
+  reaction = reaction.strip()
+  if not reaction: return
+
+  reactionsDict[rId] = {}
+  # We assume the '+' separating consecutive metabs in a reaction is spaced from them,
+  # to avoid confusing it for electrical charge:
+  for word in reaction.split(" + "):
+    metabId, stoichCoeff = word, 1.0
+    # Implicit stoichiometric coeff is equal to 1, some coeffs are floats.
+
+    # Accepted coeffs can be integer or floats with a dot (.) decimal separator
+    # and must be separated from the metab with a space:
+    foundCoeff = re.search(r"\d+(\.\d+)? ", word)
+    if foundCoeff:
+      wholeMatch  = foundCoeff.group(0)
+      metabId     = word[len(wholeMatch):].strip()
+      stoichCoeff = float(wholeMatch.strip())
+
+    reactionsDict[rId][metabId] = stoichCoeff
+
+  if not reactionsDict[rId]: del reactionsDict[rId] # Empty reactions are removed.
+
+
+def create_reaction_dict(unparsed_reactions: Dict[str, str]) -> ReactionsDict:
+    """
+    Parses the given dictionary into the correct format.
+
+    Args:
+        unparsed_reactions (Dict[str, str]): A dictionary where keys are reaction IDs and values are unparsed reaction strings.
+
+    Returns:
+        ReactionsDict: The correctly parsed dict.
+    """
+    reactionsDict :ReactionsDict = {}
+    for rId, reaction in unparsed_reactions.items():
+        reactionDir = ReactionDir.fromReaction(reaction)
+        left, right = reaction.split(f" {reactionDir.value} ")
+
+        # Reversible reactions are split into distinct reactions, one for each direction.
+        # In general we only care about substrates, the product information is lost.
+        reactionIsReversible = reactionDir is ReactionDir.REVERSIBLE
+        if reactionDir is not ReactionDir.BACKWARD:
+            add_custom_reaction(reactionsDict, rId + "_F" * reactionIsReversible, left)
+        
+        if reactionDir is not ReactionDir.FORWARD:
+            add_custom_reaction(reactionsDict, rId + "_B" * reactionIsReversible, right)
+        
+        # ^^^ to further clarify: if a reaction is NOT reversible it will not be marked as _F or _B
+        # and whichever direction we DO keep (forward if --> and backward if <--) loses this information.
+        # This IS a small problem when coloring the map in marea.py because the arrow IDs in the map follow
+        # through with a similar convention on ALL reactions and correctly encode direction based on their
+        # model of origin. TODO: a proposed solution is to unify the standard in RPS to fully mimic the maps,
+        # which involves re-writing the "reactions" dictionary.
+    
+    return reactionsDict
+
+
+def parse_custom_reactions(customReactionsPath :str) -> ReactionsDict:
+  """
+  Creates a custom dictionary encoding reactions information from a csv file containing
+  data about these reactions, the path of which is given as input.
+
+  Args:
+    customReactionsPath : path to the reactions information file.
+  
+  Returns:
+    ReactionsDict : dictionary encoding custom reactions information.
+  """
+  reactionsData :Dict[str, str] = {row[0]: row[1] for row in utils.readCsv(utils.FilePath.fromStrPath(customReactionsPath))} 
+  
+  return create_reaction_dict(reactionsData)
+