Adding data and adding a merge script

graphs/dataflow.yml

@@ -159,4 +159,3 @@ nodes:
         saved_file: file_saver/saved_file
         audio: microphone/audio
         whisper_text: whisper/text
-        image: webcam/image

graphs/merge.py

@@ -1,9 +1,30 @@
 import pyarrow as pa
 
-with pa.memory_map("mistral_output_file.arrow", "r") as source:
+with pa.memory_map(
+    "graphs/out/57926662-ef6c-4d33-b456-aa79b8c0fc60/whisper_text.arrow", "r"
+) as source:
+    df_w = pa.RecordBatchStreamReader(source).read_all()
+
+with pa.memory_map(
+    "graphs/out/57926662-ef6c-4d33-b456-aa79b8c0fc60/saved_file.arrow", "r"
+) as source:
     df_i = pa.RecordBatchStreamReader(source).read_all()
 
+
+df_w = df_w.to_pandas()
 df_i = df_i.to_pandas()
-df_b = df_b.to_pandas()
 
-df = df_i.merge(df_b, on="trace_id")
+df_i["origin"] = df_i["saved_file"].map(lambda x: x[0]["origin"])
+df_w["whisper_text"] = df_w["whisper_text"].map(lambda x: x[0])
+
+df = df_i.merge(df_w, on="trace_id")
+
+print(df)
+
+print(df.columns)
+
+
+print(df.groupby(by=["trace_id", "origin"]).count())
+
+
+print(df.groupby(by=["whisper_text", "origin"]).count())

graphs/out/57926662-ef6c-4d33-b456-aa79b8c0fc60/audio.arrow

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6571bd2e8fc1ae7faf72257bb739f52fb449cf2b8a8b692a57f16e448ea65f93
+size 932520

graphs/out/57926662-ef6c-4d33-b456-aa79b8c0fc60/mistral_output_file.arrow

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d16f4aa00b256660ecbed242c886cf3a8ac3e467e572ff64f53ddba3b7b5c78c
+size 69168

graphs/out/57926662-ef6c-4d33-b456-aa79b8c0fc60/raw_file.arrow

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cd2fef581809843241311a7e7c5d4f0ca2d3d017375a75cc8ac03470da27eb22
+size 61792

graphs/out/57926662-ef6c-4d33-b456-aa79b8c0fc60/saved_file.arrow

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8774d72eaa1346d76ebc95214e71849e3e6b4909ad7390b7592ce33169ca5f77
+size 100928

graphs/out/57926662-ef6c-4d33-b456-aa79b8c0fc60/whisper_text.arrow

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ee94694b0bc8c2ab57f40bfbfe65ee752b461fc8f03c1563ed1c4af40903928d
+size 9208