From efb25533ff15cc1686d46999f198fe0ebd2324ed Mon Sep 17 00:00:00 2001 From: "saheli@krai.ai" Date: Wed, 31 May 2023 16:43:46 +0100 Subject: [PATCH 01/14] Add entry for graph under varia_collection. --- .../varia_collection/data_axs.json | 3 +- .../varia_collection/graph/code_axs.py | 130 ++++++++++++++++++ .../varia_collection/graph/data_axs.json | 3 + 3 files changed, 135 insertions(+), 1 deletion(-) create mode 100644 core_collection/varia_collection/graph/code_axs.py create mode 100644 core_collection/varia_collection/graph/data_axs.json diff --git a/core_collection/varia_collection/data_axs.json b/core_collection/varia_collection/data_axs.json index 387b2d71..f2f4503f 100644 --- a/core_collection/varia_collection/data_axs.json +++ b/core_collection/varia_collection/data_axs.json @@ -15,6 +15,7 @@ "rule_matching_demonstrator": "rule_matching_demonstrator", "rule_matching_producer": "rule_matching_producer", - "rule_matching_advertiser": "rule_matching_advertiser" + "rule_matching_advertiser": "rule_matching_advertiser", + "graph" : "graph" } } diff --git a/core_collection/varia_collection/graph/code_axs.py b/core_collection/varia_collection/graph/code_axs.py new file mode 100644 index 00000000..0e40b14e --- /dev/null +++ b/core_collection/varia_collection/graph/code_axs.py @@ -0,0 +1,130 @@ +import subprocess +import sys +import os +import logging +import graphviz +from kernel import default_kernel as ak + +def draw_collection(collection_object, tone_colour, graph): + collection_name = collection_object.get_name() + + cluster = graphviz.Digraph(name='cluster_'+collection_name) + cluster.attr(style='filled', color=tone_colour, fillcolor=tone_colour) + + collection_entry_names = collection_object['contained_entries'].keys() + + for entry_name in collection_entry_names: + entry = ak.byname(entry_name) + own_data = entry.own_data() + tags = own_data.get('tags', '') + label = f"{entry_name} {tags}" + + if '_producer_rules' in own_data: + cluster.node(entry_name, label=label, shape='rectangle') + else: + cluster.node(entry_name, label=label) + + for p in entry.get('_parent_entries', []): + if p: + graph.edge(entry_name+':w', p.get_name()+':e') + else: + print(collection_name, entry_name) + graph.node('BROKEN_PARENT', style='filled', color='red') + graph.edge(entry_name+':w', 'BROKEN_PARENT:e') + + graph.subgraph(cluster) + +import re + +def draw(target, __entry__=None, __record_entry__=None, dest_dir="/home/saheli/output"): + __record_entry__.attach(__entry__.get_kernel().byname("work_collection")) + __record_entry__.save(dest_dir) + + while(target): + + target_entry = __entry__.get_kernel().byname(target) + print(f"Target: {target_entry}") + parents = target_entry.get("_parent_entries") + print(f"Parent(s): {parents}") + output_entry = target_entry.get("output_file_name") + print(f"Output: {output_entry}") + + output = False + output_parents_data = "" + target_data = target_entry.own_data() + for key, val in target_data.items(): + if "_parent_entries" in str(val): + output = True + output_parents_data = val + elif "tags" in str(val): + output = True + + f = graphviz.Digraph(format='png') + f.attr('node', shape='circle') + f.node(target) + + if parents: + parent = parents[0] + + while parent: + f.node(parent.get_name()) + f.edge(parent.get_name(), target_entry.get_name()) + target_entry = parent + if(target_entry.parents_loaded() and target_entry.parents_loaded()[0]): + parent = target_entry.parents_loaded()[0] + else: + break + + if output: + f.node("output") + f.edge(target, "output") + + if output_parents_data: + info = find_parent(output_parents_data) + output_parents = find_byname(info) + f.node(output_parents) + f.edge(output_parents, "output") + target = output_parents + else: + target = None + + + f.render(filename=f"{dest_dir}/{target}_entry_hierarchy", view=True) + __record_entry__.plant("tags", ["graph_output", target]) + + return __record_entry__ + +def find_parent(obj): + # obj = ['^^', 'execute', [[['get', '__record_entry__'], ['attach', ['^', 'work_collection']], ['plant', ['^^', 'substitute', [["_parent_entries", ['AS^IS', 'AS^IS', ['^', 'byname', 'base_bert_experiment']], 'tags', ['program_output', 'bert_squad'], 'model_name', '#{model_name}#', 'framework', '#{framework}#', 'output_file_name', '#{output_file_name}#', 'desired_python_version', '#{desired_python_version}#']]]], ['save'], ['get_path_from', 'output_file_name']]]] + item = find_key(obj, "_parent_entries") + return item + +def find_byname(obj=None): + obj = ['_parent_entries', ['AS^IS', 'AS^IS', ['^', 'byname', 'base_bert_experiment']], 'tags', ['program_output', 'bert_squad'], 'model_name', '#{model_name}#', 'framework', '#{framework}#', 'output_file_name', '#{output_file_name}#', 'desired_python_version', '#{desired_python_version}#'] + item = find_key(obj, "byname") + + return list(item)[2] + +def find_key(obj, key): + if isinstance(obj, dict): + for k, v in obj.items(): + if k == key: + return v + result = find_key(v, key) + if result is not None: + return result + elif isinstance(obj, list): + if key == "_parent_entries" and re.search(r"^\[(?:'|\")_parent_entries(.*)", str(obj)): + return obj + + if key == "byname" and re.search(r"^\[(?:'|\")\^(?:'|\")(?:\s*),(?:\s*)(?:'|\")byname(.*)", str(obj)): + return obj + + for item in obj: + result = find_key(item, key) + if result is not None: + return result + return None + + + diff --git a/core_collection/varia_collection/graph/data_axs.json b/core_collection/varia_collection/graph/data_axs.json new file mode 100644 index 00000000..544b7b4d --- /dev/null +++ b/core_collection/varia_collection/graph/data_axs.json @@ -0,0 +1,3 @@ +{ + +} \ No newline at end of file From 4d8cbcd46a94d6ec9fa5e98be81e718ff7b9b054 Mon Sep 17 00:00:00 2001 From: "saheli@krai.ai" Date: Mon, 5 Jun 2023 18:27:55 +0100 Subject: [PATCH 02/14] Upadate data_axs.json and code_axs.json --- .../varia_collection/graph/code_axs.py | 103 ++++++++++++------ .../varia_collection/graph/data_axs.json | 13 +++ 2 files changed, 84 insertions(+), 32 deletions(-) diff --git a/core_collection/varia_collection/graph/code_axs.py b/core_collection/varia_collection/graph/code_axs.py index 0e40b14e..cdff4143 100644 --- a/core_collection/varia_collection/graph/code_axs.py +++ b/core_collection/varia_collection/graph/code_axs.py @@ -36,63 +36,101 @@ def draw_collection(collection_object, tone_colour, graph): import re -def draw(target, __entry__=None, __record_entry__=None, dest_dir="/home/saheli/output"): - __record_entry__.attach(__entry__.get_kernel().byname("work_collection")) - __record_entry__.save(dest_dir) - - while(target): +def draw(target, return_this_entry=None, __entry__=None): + # To view graph + # display $(axs byquery graph_output,target=bert_squad_onnxruntime_py , get_path)/image.png + + # __record_entry__.attach(__entry__.get_kernel().byname("work_collection")) + # __record_entry__.plant('tags', ['graph_output']) + # __record_entry__.save() + dest_dir = return_this_entry.get_path() + cur_target = target + + while(cur_target): - target_entry = __entry__.get_kernel().byname(target) - print(f"Target: {target_entry}") - parents = target_entry.get("_parent_entries") - print(f"Parent(s): {parents}") - output_entry = target_entry.get("output_file_name") - print(f"Output: {output_entry}") + cur_target_entry = __entry__.get_kernel().byname(cur_target) + print(f"cur_target: {cur_target_entry}") + parents = cur_target_entry.get("_parent_entries") + # print(f"Parent(s): {parents}") + output_entry = cur_target_entry.get("output_file_name") + # print(f"Output: {output_entry}") + + f = graphviz.Digraph(format='png') + f.attr('node', shape='circle') + f.node(cur_target) output = False output_parents_data = "" - target_data = target_entry.own_data() - for key, val in target_data.items(): + cur_target_data = cur_target_entry.own_data() + for key, val in cur_target_data.items(): if "_parent_entries" in str(val): output = True output_parents_data = val elif "tags" in str(val): output = True - f = graphviz.Digraph(format='png') - f.attr('node', shape='circle') - f.node(target) + stack = [] + # Add parent objects to the stack if parents: - parent = parents[0] - - while parent: - f.node(parent.get_name()) - f.edge(parent.get_name(), target_entry.get_name()) - target_entry = parent - if(target_entry.parents_loaded() and target_entry.parents_loaded()[0]): - parent = target_entry.parents_loaded()[0] + for parent in parents: + stack.append((parent, 0)) # (object, level) + + visited = set() # Track visited parent objects + parent_entries = {0: []} # Parent entries dictionary for each level + parents_check = [] + while stack != []: + parent, level = stack.pop() + print(f"stack: {parent.get_name()}, level: {level}") + print(type(parent)) + parent_entry_check = __entry__.get_kernel().byname(parent) + print(f"parent_entry_check: {parent_entry_check}") + if parent_entry_check: + parents_check = parent_entry_check.get("_parent_entries") + print(f"parent_entries: {parents_check}") + + if parents_check: + + # Add parent objects to the graph + if parent and __entry__.get_kernel() and __entry__.get_kernel().byname(parent): + parent_entries[level] = parent.get_kernel().byname(parent).get("_parent_entries") + for grandparent in parent_entries[level]: + f.node(grandparent.get_name()) + f.edge(grandparent.get_name(), parent.get_name()) + if grandparent not in visited: # Check if grandparent has been visited + stack.append((grandparent, level + 1)) else: - break + print(f"No parent entries for {parent.get_name()}") + f.node(parent.get_name()) + f.edge(parent.get_name(), cur_target) + + + visited.add(parent) # Mark parent as visited + print(f"Visited Array: {visited}") + + print("Stack after iteration:", stack) + print("Visited set:", visited) + + if output: f.node("output") - f.edge(target, "output") + f.edge(cur_target, "output") if output_parents_data: info = find_parent(output_parents_data) output_parents = find_byname(info) f.node(output_parents) f.edge(output_parents, "output") - target = output_parents + cur_target_entry = output_parents else: - target = None + cur_target_entry = None + break - f.render(filename=f"{dest_dir}/{target}_entry_hierarchy", view=True) - __record_entry__.plant("tags", ["graph_output", target]) + f.render(filename=f"{dest_dir}/image", view=True) - return __record_entry__ + return return_this_entry def find_parent(obj): # obj = ['^^', 'execute', [[['get', '__record_entry__'], ['attach', ['^', 'work_collection']], ['plant', ['^^', 'substitute', [["_parent_entries", ['AS^IS', 'AS^IS', ['^', 'byname', 'base_bert_experiment']], 'tags', ['program_output', 'bert_squad'], 'model_name', '#{model_name}#', 'framework', '#{framework}#', 'output_file_name', '#{output_file_name}#', 'desired_python_version', '#{desired_python_version}#']]]], ['save'], ['get_path_from', 'output_file_name']]]] @@ -119,7 +157,8 @@ def find_key(obj, key): if key == "byname" and re.search(r"^\[(?:'|\")\^(?:'|\")(?:\s*),(?:\s*)(?:'|\")byname(.*)", str(obj)): return obj - + + for item in obj: result = find_key(item, key) if result is not None: diff --git a/core_collection/varia_collection/graph/data_axs.json b/core_collection/varia_collection/graph/data_axs.json index 544b7b4d..99fd1c04 100644 --- a/core_collection/varia_collection/graph/data_axs.json +++ b/core_collection/varia_collection/graph/data_axs.json @@ -1,3 +1,16 @@ { + "_producer_rules": [ + [ [ "graph_output" ], [["draw"]], { }, [ "target" ] ] + ], + "target" : "shell", + "return_this_entry": [ "^^", "execute", [[ + [ "get", "__record_entry__" ], + [ "attach", [ "^", "work_collection" ] ], + [ "plant", [ "^^", "substitute", [[ + "tags", [ "graph_output"], + "target", "#{target}#" + ]] ] ], + [ "save" ] + ]] ] } \ No newline at end of file From 8093f91a9ffb69dd9a90aa75bebffe5a15c5b134 Mon Sep 17 00:00:00 2001 From: elim Date: Tue, 6 Jun 2023 16:10:22 +0100 Subject: [PATCH 03/14] Add dfs func for target node. --- .../varia_collection/graph/code_axs.py | 121 +++++------------- 1 file changed, 35 insertions(+), 86 deletions(-) diff --git a/core_collection/varia_collection/graph/code_axs.py b/core_collection/varia_collection/graph/code_axs.py index cdff4143..ed8194e2 100644 --- a/core_collection/varia_collection/graph/code_axs.py +++ b/core_collection/varia_collection/graph/code_axs.py @@ -2,6 +2,7 @@ import sys import os import logging +import re import graphviz from kernel import default_kernel as ak @@ -34,104 +35,52 @@ def draw_collection(collection_object, tone_colour, graph): graph.subgraph(cluster) -import re +def dfs(root, f, __entry__): + stack = [] + visited = set() -def draw(target, return_this_entry=None, __entry__=None): - # To view graph - # display $(axs byquery graph_output,target=bert_squad_onnxruntime_py , get_path)/image.png - - # __record_entry__.attach(__entry__.get_kernel().byname("work_collection")) - # __record_entry__.plant('tags', ['graph_output']) - # __record_entry__.save() - dest_dir = return_this_entry.get_path() - cur_target = target + cur_target_entry = __entry__.get_kernel().byname(root) + if not cur_target_entry: + print("ERROR!") + return + stack.append((cur_target_entry, 0)) - while(cur_target): - - cur_target_entry = __entry__.get_kernel().byname(cur_target) - print(f"cur_target: {cur_target_entry}") - parents = cur_target_entry.get("_parent_entries") - # print(f"Parent(s): {parents}") - output_entry = cur_target_entry.get("output_file_name") - # print(f"Output: {output_entry}") + while stack: + cur_target_entry, level = stack.pop() + cur_target = cur_target_entry.get_name() + print(cur_target) + if cur_target in visited: + continue - f = graphviz.Digraph(format='png') - f.attr('node', shape='circle') f.node(cur_target) + visited.add(cur_target) - output = False - output_parents_data = "" - cur_target_data = cur_target_entry.own_data() - for key, val in cur_target_data.items(): - if "_parent_entries" in str(val): - output = True - output_parents_data = val - elif "tags" in str(val): - output = True - - stack = [] - - # Add parent objects to the stack + parents = cur_target_entry.get("_parent_entries") if parents: for parent in parents: - stack.append((parent, 0)) # (object, level) - - visited = set() # Track visited parent objects - parent_entries = {0: []} # Parent entries dictionary for each level - parents_check = [] - while stack != []: - parent, level = stack.pop() - print(f"stack: {parent.get_name()}, level: {level}") - print(type(parent)) - parent_entry_check = __entry__.get_kernel().byname(parent) - print(f"parent_entry_check: {parent_entry_check}") - if parent_entry_check: - parents_check = parent_entry_check.get("_parent_entries") - print(f"parent_entries: {parents_check}") - - if parents_check: - - # Add parent objects to the graph - if parent and __entry__.get_kernel() and __entry__.get_kernel().byname(parent): - parent_entries[level] = parent.get_kernel().byname(parent).get("_parent_entries") - for grandparent in parent_entries[level]: - f.node(grandparent.get_name()) - f.edge(grandparent.get_name(), parent.get_name()) - if grandparent not in visited: # Check if grandparent has been visited - stack.append((grandparent, level + 1)) - else: - print(f"No parent entries for {parent.get_name()}") - f.node(parent.get_name()) - f.edge(parent.get_name(), cur_target) - - - visited.add(parent) # Mark parent as visited - print(f"Visited Array: {visited}") - - print("Stack after iteration:", stack) - print("Visited set:", visited) + if isinstance(parent, str): + p = __entry__.get_kernel().byname(parent) + else: + p = parent + if not p: + continue + stack.append((p, 0)) + f.node(p.get_name()) + f.edge(p.get_name(), cur_target) + + return f - - - if output: - f.node("output") - f.edge(cur_target, "output") +def draw(target, return_this_entry=None, __entry__=None): + dest_dir = return_this_entry.get_path() - if output_parents_data: - info = find_parent(output_parents_data) - output_parents = find_byname(info) - f.node(output_parents) - f.edge(output_parents, "output") - cur_target_entry = output_parents - else: - cur_target_entry = None - - break + f = graphviz.Digraph(format='png') + f.attr('node', shape='circle') + f = dfs(target, f, __entry__) - f.render(filename=f"{dest_dir}/image", view=True) - + f.render(filename=f"{dest_dir}/image") return return_this_entry + def find_parent(obj): # obj = ['^^', 'execute', [[['get', '__record_entry__'], ['attach', ['^', 'work_collection']], ['plant', ['^^', 'substitute', [["_parent_entries", ['AS^IS', 'AS^IS', ['^', 'byname', 'base_bert_experiment']], 'tags', ['program_output', 'bert_squad'], 'model_name', '#{model_name}#', 'framework', '#{framework}#', 'output_file_name', '#{output_file_name}#', 'desired_python_version', '#{desired_python_version}#']]]], ['save'], ['get_path_from', 'output_file_name']]]] item = find_key(obj, "_parent_entries") From f76c61030108a1c9c2225e2b8e67156a73e33634 Mon Sep 17 00:00:00 2001 From: "saheli@krai.ai" Date: Fri, 9 Jun 2023 15:54:27 +0100 Subject: [PATCH 04/14] Update graph with parents of parents and multiple parents of output node. --- .../varia_collection/graph/code_axs.py | 56 +++++++++++++------ 1 file changed, 40 insertions(+), 16 deletions(-) diff --git a/core_collection/varia_collection/graph/code_axs.py b/core_collection/varia_collection/graph/code_axs.py index ed8194e2..8c9201f6 100644 --- a/core_collection/varia_collection/graph/code_axs.py +++ b/core_collection/varia_collection/graph/code_axs.py @@ -35,6 +35,7 @@ def draw_collection(collection_object, tone_colour, graph): graph.subgraph(cluster) + def dfs(root, f, __entry__): stack = [] visited = set() @@ -72,47 +73,70 @@ def dfs(root, f, __entry__): def draw(target, return_this_entry=None, __entry__=None): dest_dir = return_this_entry.get_path() + target_entry = __entry__.get_kernel().byname(target) + output = False + output_parents_data = "" + target_data = target_entry.own_data() + + for key, val in target_data.items(): + if "_parent_entries" in str(val): + output = True + output_parents_data = val + elif "tags" in str(val): + output = True f = graphviz.Digraph(format='png') f.attr('node', shape='circle') f = dfs(target, f, __entry__) + if output: + f.node("output") + f.edge(target, "output") + + if output_parents_data: + info = find_parent(output_parents_data) + output_parents = find_byname(info) + print("output_parents", output_parents) + for output_parent in output_parents: + f = dfs(output_parent, f, __entry__) + f.edge(output_parent, "output") + target_entry = output_parent + else: + target_entry = None + + f.render(filename=f"{dest_dir}/image") return return_this_entry - def find_parent(obj): # obj = ['^^', 'execute', [[['get', '__record_entry__'], ['attach', ['^', 'work_collection']], ['plant', ['^^', 'substitute', [["_parent_entries", ['AS^IS', 'AS^IS', ['^', 'byname', 'base_bert_experiment']], 'tags', ['program_output', 'bert_squad'], 'model_name', '#{model_name}#', 'framework', '#{framework}#', 'output_file_name', '#{output_file_name}#', 'desired_python_version', '#{desired_python_version}#']]]], ['save'], ['get_path_from', 'output_file_name']]]] - item = find_key(obj, "_parent_entries") - return item + items = find_key(obj, "_parent_entries") + return items def find_byname(obj=None): - obj = ['_parent_entries', ['AS^IS', 'AS^IS', ['^', 'byname', 'base_bert_experiment']], 'tags', ['program_output', 'bert_squad'], 'model_name', '#{model_name}#', 'framework', '#{framework}#', 'output_file_name', '#{output_file_name}#', 'desired_python_version', '#{desired_python_version}#'] - item = find_key(obj, "byname") - - return list(item)[2] + obj = ['_parent_entries', ['AS^IS', 'AS^IS', ['^', 'byname', 'base_bert_loadgen_experiment'], ["^", "byname", "base_qaic_experiment"]], 'tags', ['program_output', 'bert_squad'], 'model_name', '#{model_name}#', 'framework', '#{framework}#', 'output_file_name', '#{output_file_name}#', 'desired_python_version', '#{desired_python_version}#'] + items = find_key(obj, "byname") + return [list(item)[2] for item in items] def find_key(obj, key): + matches = [] if isinstance(obj, dict): for k, v in obj.items(): if k == key: return v + matches.extend(find_key(v, key)) result = find_key(v, key) if result is not None: return result elif isinstance(obj, list): if key == "_parent_entries" and re.search(r"^\[(?:'|\")_parent_entries(.*)", str(obj)): - return obj - + matches.append(obj) if key == "byname" and re.search(r"^\[(?:'|\")\^(?:'|\")(?:\s*),(?:\s*)(?:'|\")byname(.*)", str(obj)): - return obj - - + matches.append(obj) for item in obj: - result = find_key(item, key) - if result is not None: - return result - return None + matches.extend(find_key(item, key)) + return matches + From 65e207f1caef42ee04f656caf3365ec8eec87803 Mon Sep 17 00:00:00 2001 From: "saheli@krai.ai" Date: Fri, 9 Jun 2023 19:19:40 +0100 Subject: [PATCH 05/14] Fix the issue of accessing data_axs.json files based on given target entry. --- .../varia_collection/graph/code_axs.py | 23 +++++++++++++------ .../varia_collection/graph/data_axs.json | 3 +-- 2 files changed, 17 insertions(+), 9 deletions(-) diff --git a/core_collection/varia_collection/graph/code_axs.py b/core_collection/varia_collection/graph/code_axs.py index 8c9201f6..c052c1d0 100644 --- a/core_collection/varia_collection/graph/code_axs.py +++ b/core_collection/varia_collection/graph/code_axs.py @@ -4,6 +4,7 @@ import logging import re import graphviz +import json from kernel import default_kernel as ak def draw_collection(collection_object, tone_colour, graph): @@ -74,6 +75,9 @@ def dfs(root, f, __entry__): def draw(target, return_this_entry=None, __entry__=None): dest_dir = return_this_entry.get_path() target_entry = __entry__.get_kernel().byname(target) + get_path = target_entry.get_path() + file_path = f'{get_path}/data_axs.json' + output = False output_parents_data = "" target_data = target_entry.own_data() @@ -93,8 +97,9 @@ def draw(target, return_this_entry=None, __entry__=None): f.edge(target, "output") if output_parents_data: + info = find_parent(output_parents_data) - output_parents = find_byname(info) + output_parents = find_byname(file_path,obj=info) print("output_parents", output_parents) for output_parent in output_parents: f = dfs(output_parent, f, __entry__) @@ -103,19 +108,17 @@ def draw(target, return_this_entry=None, __entry__=None): else: target_entry = None - - f.render(filename=f"{dest_dir}/image") return return_this_entry def find_parent(obj): - # obj = ['^^', 'execute', [[['get', '__record_entry__'], ['attach', ['^', 'work_collection']], ['plant', ['^^', 'substitute', [["_parent_entries", ['AS^IS', 'AS^IS', ['^', 'byname', 'base_bert_experiment']], 'tags', ['program_output', 'bert_squad'], 'model_name', '#{model_name}#', 'framework', '#{framework}#', 'output_file_name', '#{output_file_name}#', 'desired_python_version', '#{desired_python_version}#']]]], ['save'], ['get_path_from', 'output_file_name']]]] items = find_key(obj, "_parent_entries") return items -def find_byname(obj=None): - obj = ['_parent_entries', ['AS^IS', 'AS^IS', ['^', 'byname', 'base_bert_loadgen_experiment'], ["^", "byname", "base_qaic_experiment"]], 'tags', ['program_output', 'bert_squad'], 'model_name', '#{model_name}#', 'framework', '#{framework}#', 'output_file_name', '#{output_file_name}#', 'desired_python_version', '#{desired_python_version}#'] +def find_byname(file_path, obj=None): + obj=process_json(file_path) items = find_key(obj, "byname") + print("items",items) return [list(item)[2] for item in items] def find_key(obj, key): @@ -139,4 +142,10 @@ def find_key(obj, key): return matches - + +def process_json(file_path): + with open(file_path) as f: + obj = json.load(f) + required_data = {key: obj[key] for key in ['output_file_path', 'output_entry'] if key in obj} + parents = find_parent(required_data) + return parents diff --git a/core_collection/varia_collection/graph/data_axs.json b/core_collection/varia_collection/graph/data_axs.json index 99fd1c04..f8705a7f 100644 --- a/core_collection/varia_collection/graph/data_axs.json +++ b/core_collection/varia_collection/graph/data_axs.json @@ -1,7 +1,6 @@ { "_producer_rules": [ - [ [ "graph_output" ], [["draw"]], { }, [ "target" ] ] - ], + [ [ "graph_output" ], [["draw"]], { }, [ "target"]]], "target" : "shell", "return_this_entry": [ "^^", "execute", [[ [ "get", "__record_entry__" ], From b0208831cda46181a5de6452db72b33214cfea31 Mon Sep 17 00:00:00 2001 From: "saheli@krai.ai" Date: Mon, 2 Oct 2023 13:32:12 +0100 Subject: [PATCH 06/14] Add visual features to the graph: colouring, grouping and clustering. --- .../varia_collection/graph/code_axs.py | 50 +++++++++++++------ 1 file changed, 36 insertions(+), 14 deletions(-) diff --git a/core_collection/varia_collection/graph/code_axs.py b/core_collection/varia_collection/graph/code_axs.py index c052c1d0..d0337f36 100644 --- a/core_collection/varia_collection/graph/code_axs.py +++ b/core_collection/varia_collection/graph/code_axs.py @@ -7,6 +7,8 @@ import json from kernel import default_kernel as ak +initial_root_visited = False + def draw_collection(collection_object, tone_colour, graph): collection_name = collection_object.get_name() @@ -37,7 +39,8 @@ def draw_collection(collection_object, tone_colour, graph): graph.subgraph(cluster) -def dfs(root, f, __entry__): +def dfs(root, f, __entry__, is_output=False): + global initial_root_visited stack = [] visited = set() @@ -45,16 +48,25 @@ def dfs(root, f, __entry__): if not cur_target_entry: print("ERROR!") return - stack.append((cur_target_entry, 0)) + + stack.append((cur_target_entry, True)) # Using True to signify that this is the initial root node while stack: - cur_target_entry, level = stack.pop() + cur_target_entry, is_initial_root = stack.pop() cur_target = cur_target_entry.get_name() - print(cur_target) + if cur_target in visited: continue - f.node(cur_target) + if not initial_root_visited: + color = 'red' + initial_root_visited = True + elif is_output: + color = 'lightblue' + else: + color = 'lightcoral' + + f.node(cur_target, color=color, style='filled') visited.add(cur_target) parents = cur_target_entry.get("_parent_entries") @@ -66,13 +78,15 @@ def dfs(root, f, __entry__): p = parent if not p: continue - stack.append((p, 0)) - f.node(p.get_name()) + stack.append((p, False)) # Using False to signify that this is not the initial root node f.edge(p.get_name(), cur_target) - + return f def draw(target, return_this_entry=None, __entry__=None): + + global initial_root_visited + initial_root_visited = False dest_dir = return_this_entry.get_path() target_entry = __entry__.get_kernel().byname(target) get_path = target_entry.get_path() @@ -91,20 +105,28 @@ def draw(target, return_this_entry=None, __entry__=None): f = graphviz.Digraph(format='png') f.attr('node', shape='circle') - f = dfs(target, f, __entry__) + + with f.subgraph(name='cluster_0') as c: + c.attr(style='dotted') + c.attr(label='Group A') + dfs(target, c, __entry__, is_output=False) + + if output: - f.node("output") + f.node("output", style='filled', color='blue') f.edge(target, "output") if output_parents_data: - info = find_parent(output_parents_data) output_parents = find_byname(file_path,obj=info) print("output_parents", output_parents) for output_parent in output_parents: - f = dfs(output_parent, f, __entry__) - f.edge(output_parent, "output") - target_entry = output_parent + with f.subgraph(name='cluster_1') as c: + c.attr(style='dotted') + c.attr(label='Group B') + dfs(output_parent, c, __entry__, is_output=True) + f.edge(output_parent, "output") + target_entry = output_parent else: target_entry = None From bac5ed458cc7f158115aede7025b892bc7a542c2 Mon Sep 17 00:00:00 2001 From: "saheli@krai.ai" Date: Mon, 2 Oct 2023 16:10:51 +0100 Subject: [PATCH 07/14] Add an extra functionality for extracting parents from output_entry_parents. --- .../varia_collection/graph/code_axs.py | 36 +++++++++++++++++-- 1 file changed, 33 insertions(+), 3 deletions(-) diff --git a/core_collection/varia_collection/graph/code_axs.py b/core_collection/varia_collection/graph/code_axs.py index d0337f36..17380859 100644 --- a/core_collection/varia_collection/graph/code_axs.py +++ b/core_collection/varia_collection/graph/code_axs.py @@ -89,6 +89,7 @@ def draw(target, return_this_entry=None, __entry__=None): initial_root_visited = False dest_dir = return_this_entry.get_path() target_entry = __entry__.get_kernel().byname(target) + print("target_entry",target_entry) get_path = target_entry.get_path() file_path = f'{get_path}/data_axs.json' @@ -96,12 +97,23 @@ def draw(target, return_this_entry=None, __entry__=None): output_parents_data = "" target_data = target_entry.own_data() + output_entries = target_entry.get("output_entry_parents") + print("output_entries:", output_entries) + + # Extract all 'byname' entries from "output_entry_parents" as a key + if output_entries: + byname_entries = extract_byname_entries(output_entries) + print("byname_entries:", byname_entries) + + for key, val in target_data.items(): if "_parent_entries" in str(val): output = True output_parents_data = val elif "tags" in str(val): output = True + elif output_entries: + output = True f = graphviz.Digraph(format='png') f.attr('node', shape='circle') @@ -130,6 +142,15 @@ def draw(target, return_this_entry=None, __entry__=None): else: target_entry = None + elif output_entries and byname_entries: + for byname_entry in byname_entries: + with f.subgraph(name=f'cluster_1') as c: + c.attr(style='dotted') + c.attr(label=f'Group B') + dfs(byname_entry, c, __entry__, is_output=True) + f.edge(byname_entry, "output") + + f.render(filename=f"{dest_dir}/image") return return_this_entry @@ -162,12 +183,21 @@ def find_key(obj, key): matches.extend(find_key(item, key)) return matches - - - + def process_json(file_path): with open(file_path) as f: obj = json.load(f) required_data = {key: obj[key] for key in ['output_file_path', 'output_entry'] if key in obj} parents = find_parent(required_data) return parents + + +def extract_byname_entries(output_entries): + byname_entries = [] + for item in output_entries: + if isinstance(item, list) and 'byname' in item: + index = item.index('byname') + 1 + if index < len(item): + byname_entries.append(item[index]) + return byname_entries + From 549f7446cbc57f38f51dce49eb0b4cc6cdfeda20 Mon Sep 17 00:00:00 2001 From: "saheli@krai.ai" Date: Wed, 4 Oct 2023 18:06:54 +0100 Subject: [PATCH 08/14] Add more visual features to dependency graph. --- .../varia_collection/graph/code_axs.py | 122 +++++++++--------- 1 file changed, 64 insertions(+), 58 deletions(-) diff --git a/core_collection/varia_collection/graph/code_axs.py b/core_collection/varia_collection/graph/code_axs.py index 17380859..1a6b742a 100644 --- a/core_collection/varia_collection/graph/code_axs.py +++ b/core_collection/varia_collection/graph/code_axs.py @@ -87,72 +87,78 @@ def draw(target, return_this_entry=None, __entry__=None): global initial_root_visited initial_root_visited = False - dest_dir = return_this_entry.get_path() - target_entry = __entry__.get_kernel().byname(target) - print("target_entry",target_entry) - get_path = target_entry.get_path() - file_path = f'{get_path}/data_axs.json' - output = False output_parents_data = "" - target_data = target_entry.own_data() - - output_entries = target_entry.get("output_entry_parents") - print("output_entries:", output_entries) - - # Extract all 'byname' entries from "output_entry_parents" as a key - if output_entries: - byname_entries = extract_byname_entries(output_entries) - print("byname_entries:", byname_entries) - - - for key, val in target_data.items(): - if "_parent_entries" in str(val): - output = True - output_parents_data = val - elif "tags" in str(val): - output = True - elif output_entries: - output = True + dest_dir = return_this_entry.get_path() + + target_entry = __entry__.get_kernel().byname(target) + if target_entry: + get_path = target_entry.get_path() + file_path = f'{get_path}/data_axs.json' + target_data = target_entry.own_data() + output_entries = target_entry.get("output_entry_parents") + + if output_entries: + # Extract all 'byname' entries from "output_entry_parents" as objects to byname as key + byname_entries = extract_byname_entries(output_entries) + print("byname_entries:", byname_entries) + + for key, val in target_data.items(): + if "_parent_entries" in str(val): + output = True + output_parents_data = val + elif "tags" in str(val): + output = True + elif output_entries: + output = True + + f = graphviz.Digraph(format='svg') + f.attr('node', shape='ellipse') + f.attr(dpi='400') + f.engine = 'dot' + + + with f.subgraph(name='cluster_0') as c: + c.attr(style='dotted') + c.attr(label='Entry and Its Parent(s)') + dfs(target, c, __entry__, is_output=False) + - f = graphviz.Digraph(format='png') - f.attr('node', shape='circle') + if output: + f.node("output", style='filled', color='blue') + f.edge(target, "output") + + if output_parents_data: + info = find_parent(output_parents_data) + output_parents = find_byname(file_path,obj=info) + print("output_parents", output_parents) + for output_parent in output_parents: + with f.subgraph(name='cluster_1') as c: + c.attr(style='dotted') + c.attr(label='Parent(s) of the Output Entry') + dfs(output_parent, c, __entry__, is_output=True) + f.edge(output_parent, "output") + target_entry = output_parent + else: + target_entry = None - with f.subgraph(name='cluster_0') as c: - c.attr(style='dotted') - c.attr(label='Group A') - dfs(target, c, __entry__, is_output=False) - + elif output_entries and byname_entries: + for byname_entry in byname_entries: + with f.subgraph(name=f'cluster_1') as c: + c.attr(style='dotted') + c.attr(label=f'Parent(s) of the Output Entry') + dfs(byname_entry, c, __entry__, is_output=True) + f.edge(byname_entry, "output") - if output: - f.node("output", style='filled', color='blue') - f.edge(target, "output") - - if output_parents_data: - info = find_parent(output_parents_data) - output_parents = find_byname(file_path,obj=info) - print("output_parents", output_parents) - for output_parent in output_parents: - with f.subgraph(name='cluster_1') as c: - c.attr(style='dotted') - c.attr(label='Group B') - dfs(output_parent, c, __entry__, is_output=True) - f.edge(output_parent, "output") - target_entry = output_parent - else: - target_entry = None - elif output_entries and byname_entries: - for byname_entry in byname_entries: - with f.subgraph(name=f'cluster_1') as c: - c.attr(style='dotted') - c.attr(label=f'Group B') - dfs(byname_entry, c, __entry__, is_output=True) - f.edge(byname_entry, "output") + f.render(filename=f"{dest_dir}/image", view=False, cleanup=False) + print("Graph is generated!") + return return_this_entry + else: + print("ERROR! Provide correct entry name!") - f.render(filename=f"{dest_dir}/image") - return return_this_entry + def find_parent(obj): items = find_key(obj, "_parent_entries") From 50cce222b92bad1eac8752f3b343c9f739e1a308 Mon Sep 17 00:00:00 2001 From: "saheli@krai.ai" Date: Mon, 9 Oct 2023 16:53:09 +0100 Subject: [PATCH 09/14] Enhance user readability of code_axs.py for graph entry. Add test files to test parent entries and output parent entries of a target entry. --- .../varia_collection/graph/code_axs.py | 48 +++------- .../varia_collection/graph/create_json.py | 88 +++++++++++++++++++ .../graph/test_parent_and_output_entries.py | 72 +++++++++++++++ 3 files changed, 172 insertions(+), 36 deletions(-) create mode 100644 core_collection/varia_collection/graph/create_json.py create mode 100644 core_collection/varia_collection/graph/test_parent_and_output_entries.py diff --git a/core_collection/varia_collection/graph/code_axs.py b/core_collection/varia_collection/graph/code_axs.py index 1a6b742a..c426ab66 100644 --- a/core_collection/varia_collection/graph/code_axs.py +++ b/core_collection/varia_collection/graph/code_axs.py @@ -1,45 +1,15 @@ -import subprocess -import sys -import os -import logging import re import graphviz import json from kernel import default_kernel as ak -initial_root_visited = False - -def draw_collection(collection_object, tone_colour, graph): - collection_name = collection_object.get_name() - - cluster = graphviz.Digraph(name='cluster_'+collection_name) - cluster.attr(style='filled', color=tone_colour, fillcolor=tone_colour) - - collection_entry_names = collection_object['contained_entries'].keys() - - for entry_name in collection_entry_names: - entry = ak.byname(entry_name) - own_data = entry.own_data() - tags = own_data.get('tags', '') - label = f"{entry_name} {tags}" - - if '_producer_rules' in own_data: - cluster.node(entry_name, label=label, shape='rectangle') - else: - cluster.node(entry_name, label=label) - - for p in entry.get('_parent_entries', []): - if p: - graph.edge(entry_name+':w', p.get_name()+':e') - else: - print(collection_name, entry_name) - graph.node('BROKEN_PARENT', style='filled', color='red') - graph.edge(entry_name+':w', 'BROKEN_PARENT:e') - - graph.subgraph(cluster) +initial_root_visited = False + +def dfs(root, f, __entry__, is_output=False): + """ Depth First Search(DFS) for a given node. + """ -def dfs(root, f, __entry__, is_output=False): global initial_root_visited stack = [] visited = set() @@ -85,6 +55,13 @@ def dfs(root, f, __entry__, is_output=False): def draw(target, return_this_entry=None, __entry__=None): + """ Generate Dependency Graph for a given entry. + + Usage examples: + axs byname graph , draw bert_using_onnxrt_py + axs byname graph , draw image_classification_using_tf_py + """ + global initial_root_visited initial_root_visited = False output = False @@ -158,7 +135,6 @@ def draw(target, return_this_entry=None, __entry__=None): else: print("ERROR! Provide correct entry name!") - def find_parent(obj): items = find_key(obj, "_parent_entries") diff --git a/core_collection/varia_collection/graph/create_json.py b/core_collection/varia_collection/graph/create_json.py new file mode 100644 index 00000000..809ce14a --- /dev/null +++ b/core_collection/varia_collection/graph/create_json.py @@ -0,0 +1,88 @@ +import json +import os + +base_directory = os.path.expanduser('~/axs/core_collection/workflows_collection') + +def get_contained_entries_keys_from_multiple_locations(): + folders = ['bert', 'image_classification', 'object_detection'] + keys_dict = {} + workflows_directory = os.path.expanduser('~/axs/core_collection/workflows_collection') + + for folder in folders: + for root, dirs, files in os.walk(os.path.join(workflows_directory, folder)): + if 'data_axs.json' in files: + json_file_path = os.path.join(root, 'data_axs.json') + + print(f"Checking existence of {json_file_path}") # Debug line + + with open(json_file_path, 'r') as f: + data = json.load(f) + keys = list(data.get('contained_entries', {}).keys()) + + if folder in keys_dict: + keys_dict[folder].extend(keys) + else: + keys_dict[folder] = keys + else: + print(f"The JSON file at {os.path.join(root, 'data_axs.json')} doesn't exist.") + + return keys_dict + +contained_entries_keys_dict = get_contained_entries_keys_from_multiple_locations() + +key_json_paths = [] + +for folder, keys in contained_entries_keys_dict.items(): + for key in keys: + key_json_path = os.path.join(base_directory,folder, key, 'data_axs.json') + key_json_paths.append(key_json_path) + +def read_entries(key_json_paths, entry_key): + entries_dict = {} + for key_json_path in key_json_paths: + if os.path.exists(key_json_path): + with open(key_json_path, 'r') as f: + data = json.load(f) + key_name = os.path.basename(os.path.dirname(key_json_path)) + entries_dict[key_name] = [entry[-1] for entry in data.get('_parent_entries', [])] + else: + print(f"The JSON file at {key_json_path} doesn't exist.") + return entries_dict + +# Read parent entries +parent_entries_dict = read_entries(key_json_paths, '_parent_entries') + +def read_output_parent_entries(key_json_paths): + output_parent_entries_dict = {} + for key_json_path in key_json_paths: + if os.path.exists(key_json_path): + with open(key_json_path, 'r') as f: + data = json.load(f) + output_key_name = os.path.basename(os.path.dirname(key_json_path)) + + final_entries = [] + for entry in data.get('output_entry_parents', []): + if isinstance(entry, list) and 'byname' in entry: + index = entry.index('byname') + 1 + if index < len(entry): + final_entries.append(entry[index]) + + if final_entries: + output_parent_entries_dict[output_key_name] = final_entries + else: + output_parent_entries_dict[output_key_name] = data.get('output_entry_parents', []) + + else: + print(f"The JSON file at {key_json_path} doesn't exist.") + + return output_parent_entries_dict + +# Read output parent entries +output_parent_entries_dict = read_output_parent_entries(key_json_paths) + +# Save to a JSON file +with open('parent_entries_dict.json', 'w') as f: + json.dump(parent_entries_dict, f, indent=4) + +with open('output_parent_entries_dict.json', 'w') as f: + json.dump(output_parent_entries_dict, f, indent=4) diff --git a/core_collection/varia_collection/graph/test_parent_and_output_entries.py b/core_collection/varia_collection/graph/test_parent_and_output_entries.py new file mode 100644 index 00000000..fddd76fb --- /dev/null +++ b/core_collection/varia_collection/graph/test_parent_and_output_entries.py @@ -0,0 +1,72 @@ +import re +import json +import pytest + +def read_dot_file(file_path): + with open(file_path, 'r') as f: + return f.read() + +def parse_dot_content(dot_content, target): + parent_nodes = [] + pattern = re.compile(r"(\w+)\s*->\s*(\w+)") + for match in pattern.findall(dot_content): + parent, child = match + if child == target: + parent_nodes.append(parent) + return parent_nodes + +def read_cluster_1_content(dot_content): + cluster_1_pattern = re.compile(r'subgraph cluster_1 {([\s\S]*?)}\n', re.MULTILINE) + match = cluster_1_pattern.search(dot_content) + if match: + return match.group(1) + else: + return None + +def parse_output_dot_content(cluster_1_content, target): + output_parent_nodes = [] + output_parent_nodes.append('output') + pattern = re.compile(r"(\w+)\s*->\s*(\w+)") + + for match in pattern.findall(cluster_1_content): # Using cluster_1_content here + parent, child = match + if child: + output_parent_nodes.append(child) + print("output",output_parent_nodes) + + return output_parent_nodes + +dot_file_path = "/home/saheli/work_collection/generated_by_graph_on_draw_6feaeffee44d4390b3f18293a4436825/image" +dot_content = read_dot_file(dot_file_path) +cluster_1_content = read_cluster_1_content(dot_content) +print("cluster_1_content",cluster_1_content) + +json_file_path = "parent_entries_dict.json" +json_file_path_output = "output_parent_entries_dict.json" + +with open(json_file_path, 'r') as f: + json_data = json.load(f) + +with open(json_file_path_output, 'r') as f: + json_data_output_entries = json.load(f) + +target = "image_classification_using_tf_py" +dot_relationships = {target: parse_dot_content(dot_content, target)} +dot_output_relationships = {target: parse_output_dot_content(cluster_1_content, target)} + +def test_compare_dot_and_json_for_target(): + assert set(json_data.get(target, [])) == set(dot_relationships.get(target, [])) + +def check_output_child_exists(dot_content): + pattern = re.compile(r"output\s+\[color=blue style=filled\]") + match = pattern.search(dot_content) + return bool(match) + +def test_compare_dot_and_json_for_target_output(): + assert set(json_data_output_entries.get(target, [])).issubset(set(dot_output_relationships.get(target, []))) + + # Assertion to ensure 'output' exists in cluster_1 if output_parent_entries are present. + if json_data_output_entries.get(target, []): + assert check_output_child_exists(dot_content) + +pytest.main(["-v", "-s"]) From d7bdfd9ab6a1c54122a06a1ac4bd36faba2be61c Mon Sep 17 00:00:00 2001 From: "saheli@krai.ai" Date: Mon, 9 Oct 2023 17:59:40 +0100 Subject: [PATCH 10/14] Add README.md for graph --- .../varia_collection/graph/README.md | 82 ++++++++++++++++++ .../varia_collection/graph/image.png | Bin 0 -> 340938 bytes 2 files changed, 82 insertions(+) create mode 100644 core_collection/varia_collection/graph/README.md create mode 100644 core_collection/varia_collection/graph/image.png diff --git a/core_collection/varia_collection/graph/README.md b/core_collection/varia_collection/graph/README.md new file mode 100644 index 00000000..cad3bf18 --- /dev/null +++ b/core_collection/varia_collection/graph/README.md @@ -0,0 +1,82 @@ +## Generating Hierarchy Graph +`AXS` command: +``` +axs byname graph , draw +``` +Eg. +``` +axs byname graph , draw image_classification_using_tf_py +``` + +![Alt text](image.png) + +The figure shows a dependency graph generated for `image_classification_using_tf_py` entry. + +- Red : target entry +- Coral: Parents of the target entry +- Blue: output node +- Lightblue: Parents of the output node + +If the run is successful, it should print `Graph is generated!` + +``` +saved to '/home/saheli/work_collection/generated_by_graph_on_draw_a579763d98044530962cc967ac659b28/data_axs.json' +byname_entries: ['base_imagenet_experiment'] +Graph is generated! +['^', 'byname', 'generated_by_graph_on_draw_generated_by_graph_on_draw_a579763d98044530962cc967ac659b28'] +``` +The image of the graph rendered in vector graphics, `image.svg` and `.dot` file are generated under `~/work_collection/generated_by_graph_on_draw_a579763d98044530962cc967ac659b28/` folder. + +The structure of the `.dot` file will look something like this: `image`. It can be interpreted as a normal text file. +``` +digraph { + node [shape=ellipse] + dpi=400 + subgraph cluster_0 { + style=dotted + label="Entry and Its Parent(s)" + image_classification_using_tf_py [color=red style=filled] + python_script -> image_classification_using_tf_py + base_benchmark_program -> image_classification_using_tf_py + base_benchmark_program [color=lightcoral style=filled] + python_script [color=lightcoral style=filled] + python_in_shell -> python_script + python_in_shell [color=lightcoral style=filled] + shell -> python_in_shell + shell [color=lightcoral style=filled] + } + output [color=blue style=filled] + image_classification_using_tf_py -> output + base_imagenet_experiment -> output + subgraph cluster_1 { + style=dotted + label="Parent(s) of the Output Entry" + base_imagenet_experiment [color=lightblue style=filled] + base_experiment -> base_imagenet_experiment + base_experiment [color=lightblue style=filled] + } +} +``` +## Running tests +The next step is to run the tests. + +### Step 1: +The first step is to run the `create_json.py` to generate two json files containing dictionaries containing all the contained entries obtained as keys from `bert`, `image_classification`, `object_detection` folders and corresponding values as the `_parent_entries` and `output_parent_entries` for each entry. +``` +python create_json.py +``` +
+output_parent_entries_dict.json  parent_entries_dict.json
+ +### Step 2: +Next, to run the `test_parent_and_output_entries.py` file +``` +pytest test_parent_and_output_entries.py +``` +
+==================================================================================== 2 passed in 0.01s =====================================================================================
+collected 2 items
+
+test_parent_and_output_entries.py::test_compare_dot_and_json_for_target PASSED
+test_parent_and_output_entries.py::test_compare_dot_and_json_for_target_output PASSED
+
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+saheli@chai:~/axs/core_collection/varia_collection/graph$ axs byname graph , print_hierarchy llmcb_using_qaic_kilt
+output_entries_list: ['AS^IS', ['^', 'byname', 'base_llama2_loadgen_experiment'], ['^', 'byname', 'base_qaic_experiment'], ['^', 'byname', 'traced_kilt_entry']]
+{'traced_kilt_entry', 'base_llama2_loadgen_experiment', 'base_qaic_experiment'}
+output_entries_list: ['AS^IS', ['^', 'byname', 'base_mixtral_loadgen_experiment'], ['^', 'byname', 'base_qaic_experiment'], ['^', 'byname', 'traced_kilt_entry']]
+{'traced_kilt_entry', 'base_llama2_loadgen_experiment', 'base_mixtral_loadgen_experiment', 'base_qaic_experiment'}
+llmcb_using_qaic_kilt
+|
++-/home/saheli/axs/core_collection/essentials_collection
+    shell
+|
++-/home/saheli/work_collection/axs2kilt-dev
+    base_llmcb_kilt_program
+    |
+    +-/home/saheli/work_collection/axs2kilt-dev
+        base_kilt_program
+        |
+        +-/home/saheli/work_collection/axs2mlperf
+            base_loadgen_program
+            |
+            +-/home/saheli/work_collection/axs2mlperf
+                cpufreq_support
+|
++-/home/saheli/work_collection/axs2mlperf
+    base_loadgen_program
+    |
+    +-/home/saheli/work_collection/axs2mlperf
+        cpufreq_support
+|
++-/home/saheli/work_collection/axs2qaic-dev
+    base_qaic_program
+    |
+    +-/home/saheli/work_collection/axs2mlperf
+        base_loadgen_program
+        |
+        +-/home/saheli/work_collection/axs2mlperf
+            cpufreq_support
+|
++-/home/saheli/work_collection/axs2qaic-dev
+    qaic_sdk_info
+|
+-->/home/saheli/work_collection/axs2kilt-dev :: Output Parents
+    traced_kilt_entry
+|
+-->/home/saheli/work_collection/axs2mlperf :: Output Parents
+    base_llama2_loadgen_experiment
+    |
+    +-/home/saheli/work_collection/axs2mlperf
+        base_loadgen_experiment
+|
+-->/home/saheli/work_collection/axs2mlperf :: Output Parents
+    base_mixtral_loadgen_experiment
+    |
+    +-/home/saheli/work_collection/axs2mlperf
+        base_loadgen_experiment
+|
+-->/home/saheli/work_collection/axs2qaic-dev :: Output Parents
+    base_qaic_experiment
+Tree printed successfully!
+
+ ## Running tests The next step is to run the tests. @@ -76,4 +142,5 @@ collected 2 items test_parent_and_output_entries.py::test_compare_dot_and_json_for_target PASSED test_parent_and_output_entries.py::test_compare_dot_and_json_for_target_output PASSED - \ No newline at end of file + + diff --git a/core_collection/varia_collection/graph/code_axs.py b/core_collection/varia_collection/graph/code_axs.py index 711095ca..a8ef4c4f 100644 --- a/core_collection/varia_collection/graph/code_axs.py +++ b/core_collection/varia_collection/graph/code_axs.py @@ -226,7 +226,7 @@ def print_hierarchy(entry_name, __entry__, indent_level=0, d=None, output=False) Recursive function to print the entry, parent hierarchy in a tree-like structure with max_depth 'd'. Usage examples: - axs byname hierarchy, print_hierarchy llmcb_using_qaic_kilt + axs byname graph , print_hierarchy llmcb_using_qaic_kilt """ entry = __entry__.get_kernel().byname(entry_name)

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[PATCH 11/14] Enhance user readability for code_axs.py and README.md. Remove absolute path to the image file. --- .../varia_collection/graph/README.md | 15 +-- .../varia_collection/graph/code_axs.py | 103 +++++++++--------- .../graph/test_parent_and_output_entries.py | 8 +- 3 files changed, 62 insertions(+), 64 deletions(-) diff --git a/core_collection/varia_collection/graph/README.md b/core_collection/varia_collection/graph/README.md index cad3bf18..780a304e 100644 --- a/core_collection/varia_collection/graph/README.md +++ b/core_collection/varia_collection/graph/README.md @@ -1,31 +1,28 @@ ## Generating Hierarchy Graph -`AXS` command: +Set the target entry that we would like to draw a dependency graph for, e.g., image_classification_using_tf_py ``` -axs byname graph , draw +export TARGET=image_classification_using_tf_py ``` -Eg. +`AXS` command to generate the graph: ``` -axs byname graph , draw image_classification_using_tf_py +axs byquery graph_output,target=${TARGET} ``` - ![Alt text](image.png) - The figure shows a dependency graph generated for `image_classification_using_tf_py` entry. - Red : target entry -- Coral: Parents of the target entry +- Lightcoral: Parents of the target entry - Blue: output node - Lightblue: Parents of the output node If the run is successful, it should print `Graph is generated!` - ``` saved to '/home/saheli/work_collection/generated_by_graph_on_draw_a579763d98044530962cc967ac659b28/data_axs.json' byname_entries: ['base_imagenet_experiment'] Graph is generated! ['^', 'byname', 'generated_by_graph_on_draw_generated_by_graph_on_draw_a579763d98044530962cc967ac659b28'] ``` -The image of the graph rendered in vector graphics, `image.svg` and `.dot` file are generated under `~/work_collection/generated_by_graph_on_draw_a579763d98044530962cc967ac659b28/` folder. +The image of the graph rendered in vector graphics, `image.svg` and `.dot` file are generated under `axs byquery graph_output,target=${target} , get_path`. Open `image.svg` with a GUI interface to view the generated graph. The structure of the `.dot` file will look something like this: `image`. It can be interpreted as a normal text file. ``` diff --git a/core_collection/varia_collection/graph/code_axs.py b/core_collection/varia_collection/graph/code_axs.py index c426ab66..7c9ec62b 100644 --- a/core_collection/varia_collection/graph/code_axs.py +++ b/core_collection/varia_collection/graph/code_axs.py @@ -5,61 +5,13 @@ initial_root_visited = False -def dfs(root, f, __entry__, is_output=False): - - """ Depth First Search(DFS) for a given node. - """ - - global initial_root_visited - stack = [] - visited = set() - - cur_target_entry = __entry__.get_kernel().byname(root) - if not cur_target_entry: - print("ERROR!") - return - - stack.append((cur_target_entry, True)) # Using True to signify that this is the initial root node - - while stack: - cur_target_entry, is_initial_root = stack.pop() - cur_target = cur_target_entry.get_name() - - if cur_target in visited: - continue - - if not initial_root_visited: - color = 'red' - initial_root_visited = True - elif is_output: - color = 'lightblue' - else: - color = 'lightcoral' - - f.node(cur_target, color=color, style='filled') - visited.add(cur_target) - - parents = cur_target_entry.get("_parent_entries") - if parents: - for parent in parents: - if isinstance(parent, str): - p = __entry__.get_kernel().byname(parent) - else: - p = parent - if not p: - continue - stack.append((p, False)) # Using False to signify that this is not the initial root node - f.edge(p.get_name(), cur_target) - - return f - def draw(target, return_this_entry=None, __entry__=None): """ Generate Dependency Graph for a given entry. Usage examples: axs byname graph , draw bert_using_onnxrt_py - axs byname graph , draw image_classification_using_tf_py + axs byquery graph_output,target=image_classification_using_tf_py """ global initial_root_visited @@ -94,13 +46,11 @@ def draw(target, return_this_entry=None, __entry__=None): f.attr(dpi='400') f.engine = 'dot' - with f.subgraph(name='cluster_0') as c: c.attr(style='dotted') c.attr(label='Entry and Its Parent(s)') dfs(target, c, __entry__, is_output=False) - if output: f.node("output", style='filled', color='blue') f.edge(target, "output") @@ -127,7 +77,6 @@ def draw(target, return_this_entry=None, __entry__=None): dfs(byname_entry, c, __entry__, is_output=True) f.edge(byname_entry, "output") - f.render(filename=f"{dest_dir}/image", view=False, cleanup=False) print("Graph is generated!") @@ -135,6 +84,53 @@ def draw(target, return_this_entry=None, __entry__=None): else: print("ERROR! Provide correct entry name!") +def dfs(root, f, __entry__, is_output=False): + + """ Depth First Search(DFS) for a given node. + """ + + global initial_root_visited + stack = [] + visited = set() + + cur_target_entry = __entry__.get_kernel().byname(root) + if not cur_target_entry: + print("ERROR!") + return + + stack.append((cur_target_entry, True)) # Using True to signify that this is the initial root node + + while stack: + cur_target_entry, is_initial_root = stack.pop() + cur_target = cur_target_entry.get_name() + + if cur_target in visited: + continue + + if not initial_root_visited: + color = 'red' + initial_root_visited = True + elif is_output: + color = 'lightblue' + else: + color = 'lightcoral' + + f.node(cur_target, color=color, style='filled') + visited.add(cur_target) + + parents = cur_target_entry.get("_parent_entries") + if parents: + for parent in parents: + if isinstance(parent, str): + p = __entry__.get_kernel().byname(parent) + else: + p = parent + if not p: + continue + stack.append((p, False)) # Using False to signify that this is not the initial root node + f.edge(p.get_name(), cur_target) + + return f def find_parent(obj): items = find_key(obj, "_parent_entries") @@ -165,7 +161,7 @@ def find_key(obj, key): matches.extend(find_key(item, key)) return matches - + def process_json(file_path): with open(file_path) as f: obj = json.load(f) @@ -173,7 +169,6 @@ def process_json(file_path): parents = find_parent(required_data) return parents - def extract_byname_entries(output_entries): byname_entries = [] for item in output_entries: diff --git a/core_collection/varia_collection/graph/test_parent_and_output_entries.py b/core_collection/varia_collection/graph/test_parent_and_output_entries.py index fddd76fb..5fa24462 100644 --- a/core_collection/varia_collection/graph/test_parent_and_output_entries.py +++ b/core_collection/varia_collection/graph/test_parent_and_output_entries.py @@ -1,6 +1,7 @@ import re import json import pytest +import subprocess def read_dot_file(file_path): with open(file_path, 'r') as f: @@ -36,7 +37,12 @@ def parse_output_dot_content(cluster_1_content, target): return output_parent_nodes -dot_file_path = "/home/saheli/work_collection/generated_by_graph_on_draw_6feaeffee44d4390b3f18293a4436825/image" +def get_actual_path(): + command = "axs byquery graph_output,target=image_classification_using_tf_py , get_path" + result = subprocess.run(command, stdout=subprocess.PIPE, shell=True, text=True) + return result.stdout.strip() + +dot_file_path = get_actual_path() + "/image" dot_content = read_dot_file(dot_file_path) cluster_1_content = read_cluster_1_content(dot_content) print("cluster_1_content",cluster_1_content) From 569f57028bd68eec9c67a49cb023643b7fb08fd2 Mon Sep 17 00:00:00 2001 From: "saheli@krai.ai" Date: Mon, 7 Oct 2024 15:33:42 +0100 Subject: [PATCH 12/14] Add features to print the hierarchical graph in a tree structure. --- .../varia_collection/graph/code_axs.py | 128 +++++++++++++++++- 1 file changed, 121 insertions(+), 7 deletions(-) diff --git a/core_collection/varia_collection/graph/code_axs.py b/core_collection/varia_collection/graph/code_axs.py index 7c9ec62b..68afe001 100644 --- a/core_collection/varia_collection/graph/code_axs.py +++ b/core_collection/varia_collection/graph/code_axs.py @@ -1,7 +1,12 @@ import re import graphviz import json +import networkx as nx +import subprocess from kernel import default_kernel as ak +from networkx.drawing.nx_pydot import read_dot + + initial_root_visited = False @@ -21,6 +26,7 @@ def draw(target, return_this_entry=None, __entry__=None): dest_dir = return_this_entry.get_path() target_entry = __entry__.get_kernel().byname(target) + if target_entry: get_path = target_entry.get_path() file_path = f'{get_path}/data_axs.json' @@ -30,7 +36,7 @@ def draw(target, return_this_entry=None, __entry__=None): if output_entries: # Extract all 'byname' entries from "output_entry_parents" as objects to byname as key byname_entries = extract_byname_entries(output_entries) - print("byname_entries:", byname_entries) + #print("byname_entries:", byname_entries) for key, val in target_data.items(): if "_parent_entries" in str(val): @@ -41,7 +47,7 @@ def draw(target, return_this_entry=None, __entry__=None): elif output_entries: output = True - f = graphviz.Digraph(format='svg') + f = graphviz.Digraph(format='png') f.attr('node', shape='ellipse') f.attr(dpi='400') f.engine = 'dot' @@ -50,7 +56,7 @@ def draw(target, return_this_entry=None, __entry__=None): c.attr(style='dotted') c.attr(label='Entry and Its Parent(s)') dfs(target, c, __entry__, is_output=False) - + if output: f.node("output", style='filled', color='blue') f.edge(target, "output") @@ -58,7 +64,7 @@ def draw(target, return_this_entry=None, __entry__=None): if output_parents_data: info = find_parent(output_parents_data) output_parents = find_byname(file_path,obj=info) - print("output_parents", output_parents) + #print("output_parents", output_parents) for output_parent in output_parents: with f.subgraph(name='cluster_1') as c: c.attr(style='dotted') @@ -103,6 +109,7 @@ def dfs(root, f, __entry__, is_output=False): while stack: cur_target_entry, is_initial_root = stack.pop() cur_target = cur_target_entry.get_name() + cur_target_path = cur_target_entry.get_path() if cur_target in visited: continue @@ -115,7 +122,7 @@ def dfs(root, f, __entry__, is_output=False): else: color = 'lightcoral' - f.node(cur_target, color=color, style='filled') + f.node(cur_target, label=f'{cur_target}\n{cur_target_path}', color=color, style='filled') visited.add(cur_target) parents = cur_target_entry.get("_parent_entries") @@ -129,7 +136,9 @@ def dfs(root, f, __entry__, is_output=False): continue stack.append((p, False)) # Using False to signify that this is not the initial root node f.edge(p.get_name(), cur_target) - + parent_path = p.get_path() + f.node(p.get_name(), label=f'{p.get_name()}\n{parent_path}', style='filled') + return f def find_parent(obj): @@ -139,7 +148,7 @@ def find_parent(obj): def find_byname(file_path, obj=None): obj=process_json(file_path) items = find_key(obj, "byname") - print("items",items) + #print("items",items) return [list(item)[2] for item in items] def find_key(obj, key): @@ -178,3 +187,108 @@ def extract_byname_entries(output_entries): byname_entries.append(item[index]) return byname_entries +def draw_collection(collection_name, __entry__=None): + """ Generate Dependency Graph for all entries in the collection. + """ + collection_entry = __entry__.get_kernel().byname(collection_name) + #print("collection_entry: ", collection_entry) + if collection_name!=None: + collection_path = collection_entry.get_path() + #print("collection_path: ", collection_path) + draw(collection_name, return_this_entry=collection_entry, __entry__=collection_entry) + image_path = f'{collection_path}/image.png' + dot_file_path = f'{collection_path}/image' + print("image_path: ", image_path) + print("dot_file_path: ", dot_file_path) + try: + # Construct the graph-easy command + cmd = ['graph-easy', dot_file_path] + + # Run the command and capture the output + result = subprocess.run(cmd, capture_output=True, text=True) + + # Check if the command was successful + if result.returncode == 0: + print("Graph-Easy output:") + print(result.stdout) # Print the graph-easy output + else: + print(f"Graph-Easy failed with error code {result.returncode}") + print(result.stderr) # Print any errors that occurred + + except FileNotFoundError: + print("graph-easy command not found. Please ensure it is installed.") + except Exception as e: + print(f"An error occurred: {e}") + + return collection_entry + +def print_hierarchy(entry_name, __entry__, indent_level=0, d=None, output=False): + """ + Recursive function to print the entry, parent hierarchy in a tree-like structure with max_depth 'd'. + + Usage examples: + axs byname hierarchy, print_hierarchy llmcb_using_qaic_kilt + + """ + entry = __entry__.get_kernel().byname(entry_name) + + if not entry: + print("Entry not found!") + return + + else: + data = entry.own_data() + # Collect all output-related fields + output_entries_fields = [key for key in data.keys() if key.startswith("output_entry_parents_")] + + output_entries = {} + for field in output_entries_fields: + output_entries[field] = entry.get(field) + + for key, val in data.items(): + if "_parent_entries" in str(val): + output = True + elif "tags" in str(val): + output = True + elif output_entries: + output = True + + byname_entries = set() # For now, only unique parent entries are kept in the set + if output_entries: + for field, output_entries_list in output_entries.items(): + print(f"output_entries_list: {output_entries_list}") + byname_entries.update(extract_byname_entries(output_entries_list)) + print(byname_entries) + + + base_indent = " " * indent_level + output_indent = "--> " * indent_level if output_entries else base_indent + + if d is not None and indent_level >= d: + return + + print(f"{base_indent}{entry_name}") + + parents = entry.get("_parent_entries") + + # If there are parents, recursively print them + if parents: + for parent in parents: + parent_name = parent if isinstance(parent, str) else parent.get_name() + print(f"{base_indent}|") + print(f"{base_indent}+-{parent.get_path()}") + print_hierarchy(parent_name, __entry__, indent_level + 1, d=d) + + + + # If there are outputs, print their hierarchy + if output: + if output_entries: + for entry in byname_entries: + output_name = entry if isinstance(entry, str) else entry.get_name() + output_entry = __entry__.get_kernel().byname(entry) + print(f"{output_indent}|") + print(f"{output_indent}-->{output_entry.get_path()} --> Output Parents") + print_hierarchy(output_name, __entry__, indent_level + 1, d=d, output=True) + + return "Tree printed successfully!" From 5cd93322a0d623cd52e4a63e4a11352ae9e5e686 Mon Sep 17 00:00:00 2001 From: "saheli@krai.ai" Date: Tue, 15 Oct 2024 11:57:31 +0100 Subject: [PATCH 13/14] Remove redundant printing of entry_name with path --- .../varia_collection/graph/code_axs.py | 23 +++++++++++-------- 1 file changed, 13 insertions(+), 10 deletions(-) diff --git a/core_collection/varia_collection/graph/code_axs.py b/core_collection/varia_collection/graph/code_axs.py index 68afe001..711095ca 100644 --- a/core_collection/varia_collection/graph/code_axs.py +++ b/core_collection/varia_collection/graph/code_axs.py @@ -3,6 +3,7 @@ import json import networkx as nx import subprocess +import os from kernel import default_kernel as ak from networkx.drawing.nx_pydot import read_dot @@ -36,7 +37,6 @@ def draw(target, return_this_entry=None, __entry__=None): if output_entries: # Extract all 'byname' entries from "output_entry_parents" as objects to byname as key byname_entries = extract_byname_entries(output_entries) - #print("byname_entries:", byname_entries) for key, val in target_data.items(): if "_parent_entries" in str(val): @@ -189,31 +189,30 @@ def extract_byname_entries(output_entries): def draw_collection(collection_name, __entry__=None): """ Generate Dependency Graph for all entries in the collection. + + Usage examples: + axs byname graph_collection, draw_collection work_collection """ collection_entry = __entry__.get_kernel().byname(collection_name) - #print("collection_entry: ", collection_entry) + if collection_name!=None: collection_path = collection_entry.get_path() - #print("collection_path: ", collection_path) draw(collection_name, return_this_entry=collection_entry, __entry__=collection_entry) image_path = f'{collection_path}/image.png' dot_file_path = f'{collection_path}/image' print("image_path: ", image_path) print("dot_file_path: ", dot_file_path) try: - # Construct the graph-easy command cmd = ['graph-easy', dot_file_path] - - # Run the command and capture the output result = subprocess.run(cmd, capture_output=True, text=True) # Check if the command was successful if result.returncode == 0: print("Graph-Easy output:") - print(result.stdout) # Print the graph-easy output + print(result.stdout) else: print(f"Graph-Easy failed with error code {result.returncode}") - print(result.stderr) # Print any errors that occurred + print(result.stderr) except FileNotFoundError: print("graph-easy command not found. Please ensure it is installed.") @@ -275,8 +274,10 @@ def print_hierarchy(entry_name, __entry__, indent_level=0, d=None, output=False) if parents: for parent in parents: parent_name = parent if isinstance(parent, str) else parent.get_name() + parent_path = parent.get_path() + parent_dir = os.path.dirname(parent_path) print(f"{base_indent}|") - print(f"{base_indent}+-{parent.get_path()}") + print(f"{base_indent}+-{parent_dir}") print_hierarchy(parent_name, __entry__, indent_level + 1, d=d) @@ -287,8 +288,10 @@ def print_hierarchy(entry_name, __entry__, indent_level=0, d=None, output=False) for entry in byname_entries: output_name = entry if isinstance(entry, str) else entry.get_name() output_entry = __entry__.get_kernel().byname(entry) + output_path = output_entry.get_path() + output_dir = os.path.dirname(output_path) print(f"{output_indent}|") - print(f"{output_indent}-->{output_entry.get_path()} --> Output Parents") + print(f"{output_indent}-->{output_dir} :: Output Parents") print_hierarchy(output_name, __entry__, indent_level + 1, d=d, output=True) return "Tree printed successfully!" From 406ffe8a90ecd1674f87a757ef0215c93f74a728 Mon Sep 17 00:00:00 2001 From: Saheli Bhattacharjee <47847054+sahelib25@users.noreply.github.com> Date: Fri, 15 Nov 2024 14:31:49 +0000 Subject: [PATCH 14/14] Update Readme and fix typo. --- .../varia_collection/graph/README.md | 71 ++++++++++++++++++- .../varia_collection/graph/code_axs.py | 2 +- 2 files changed, 70 insertions(+), 3 deletions(-) diff --git a/core_collection/varia_collection/graph/README.md b/core_collection/varia_collection/graph/README.md index 780a304e..f4a3c091 100644 --- a/core_collection/varia_collection/graph/README.md +++ b/core_collection/varia_collection/graph/README.md @@ -3,7 +3,7 @@ Set the target entry that we would like to draw a dependency graph for, e.g., im ``` export TARGET=image_classification_using_tf_py ``` -`AXS` command to generate the graph: +### `AXS` command to generate the graph: ``` axs byquery graph_output,target=${TARGET} ``` @@ -54,6 +54,72 @@ digraph { } } ``` +### `AXS` command to print the hierarchy tree: +``` +axs byname graph , print_hierarchy llmcb_using_qaic_kilt +``` + +