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Update Functions.py
Browse files- Functions.py +40 -2
Functions.py
CHANGED
@@ -10,7 +10,7 @@ from Prompts_and_Chains import LLMChains
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from Templates import json_structure
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import json
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from Utils import estimate_to_value
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class RFPProcessor:
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def __init__(self):
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@@ -18,6 +18,41 @@ class RFPProcessor:
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self.openai_api_key = os.getenv("OPENAI_API_KEY")
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self.chains_obj = LLMChains()
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def generate_estimations(self, tech_leads, senior_developers, junior_developers):
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print(st.session_state["user_stories_json"])
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inputs = {
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@@ -29,6 +64,9 @@ class RFPProcessor:
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}
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data = self.chains_obj.estimations_chain.run(inputs)
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estimation_json_data = json.loads(data)
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for epic_data in estimation_json_data["epics"]:
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@@ -45,7 +83,7 @@ class RFPProcessor:
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"Estimate": story["estimate"],
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"Person Days Range": story["effort"],
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"Story Rationale": story["rationale"],
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"Person Days": average
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}
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)
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st.session_state["is_estimation_data_created"] = True
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from Templates import json_structure
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import json
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from Utils import estimate_to_value
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from Utils import is_key_value_present
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class RFPProcessor:
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def __init__(self):
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self.openai_api_key = os.getenv("OPENAI_API_KEY")
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self.chains_obj = LLMChains()
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def generate_roadmap(self):
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roadmap_data = self.chains_obj.roadmap_chain.run({"project_input":st.session_state["estimation_data_json"]})
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print(roadmap_data)
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st.session_state["roadmap_data_json"] = roadmap_data
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data = json.loads(roadmap_data)
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try:
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decoded_data = json.loads(roadmap_data)
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print(decoded_data)
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except json.decoder.JSONDecodeError as e:
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print(f"JSON decoding error: {e}")
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for phases_data in data['phases']:
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phase = phases_data["name"]
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for milestone in phases_data['milestones']:
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milestone_name = milestone["name"]
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total_time = milestone["totalTime"]
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for feature in milestone["features"]:
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featue_name = feature["name"]
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featue_rationale = feature["rationale"]
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featue_effort = feature["effort"]
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phase_key_present = is_key_value_present(st.session_state["roadmap_data"], "phases", phase)
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if phase_key_present:
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milestone_key_present = is_key_value_present(st.session_state["roadmap_data"], "milestones", milestone_name)
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if milestone_key_present:
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st.session_state.roadmap_data.append({"phases": "","milestones": "","total_time": "","features": featue_name,"rational": featue_rationale,"effort": featue_effort,})
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else:
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st.session_state.roadmap_data.append({"phases": "","milestones": milestone_name,"total_time": total_time,"features": featue_name,"rational": featue_rationale,"effort": featue_effort,})
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else:
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st.session_state.roadmap_data.append({"phases": phase,"milestones": milestone_name,"total_time": total_time,"features": featue_name,"rational": featue_rationale,"effort": featue_effort,})
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st.session_state["is_roadmap_data_created"] = True
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def generate_estimations(self, tech_leads, senior_developers, junior_developers):
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print(st.session_state["user_stories_json"])
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inputs = {
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}
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data = self.chains_obj.estimations_chain.run(inputs)
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st.session_state["estimation_data_json"]= data
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estimation_json_data = json.loads(data)
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for epic_data in estimation_json_data["epics"]:
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"Estimate": story["estimate"],
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"Person Days Range": story["effort"],
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"Story Rationale": story["rationale"],
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"Person Days": average,
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}
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)
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st.session_state["is_estimation_data_created"] = True
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