fbthrift

Repository

fbthrift

Facebook's branch of Apache Thrift, including a new C++ server.

469.3Performance (ETV)

31%Growth

69%KTLO

Average Developer Performance (ETV)

Year-by-year Trend:+404%

2026Previous year

Repository Performance Breakdown

Performance has many faces. Navigara breaks down the effort to visualize what parts of codebase has been changed and where energy flowed. Our Architect AI can break the performance even further into particular components and patterns.

Change Type Distribution

Breakdown of file changes over time. Play the timeline to see how change types evolved across periods.

Jan 2025 · 3242 changes

Jan 2025Mar 2025Jun 2025Aug 2025Oct 2025Jan 2026Mar 2026

Bug Attribution

Beta

Monthly overview of bugs introduced and fixed, based on symbol-level commit analysis. Fixes show whether the original author fixed their own bug (self-fix) or someone else did (cross-fix).

1202Bugs Attributed

20%Self-fix Rate

Shai SzulanskiTop Introducer (46)

Shai SzulanskiTop Fixer (121)

How it works

Methodology

Bug attribution uses symbol-level matching from commit history. For each fix commit, we look at the changed symbols (functions, classes, methods) and trace backwards to find who last modified that symbol in a non-fix commit. This person is the probable bug introducer. The algorithm only works when commits have symbol-level data from the Navigara analysis engine — the coverage rate shows what percentage of fix commits had this data available.

The Semantic Problem: Growth vs. Fixes Inversion

The current metrics model has a semantic inversion: when developer A creates a feature with a bug, they receive grow (positive). When developer B fixes that bug, they receive waste (negative). The bug creator is rewarded while the fixer is penalized. Bug attribution addresses this by explicitly tracking who introduced bugs and who fixed them, providing a more accurate picture of code quality contributions.

Proposed API Endpoint

Currently computed client-side from commit data. Ideal server-side endpoint:

POST /v1/repositories/{repositoryId}/bug-attributions
Content-Type: application/json

Request:
{
  "startTime": "2025-01-01T00:00:00Z",
  "endTime": "2025-12-31T23:59:59Z"
}

Response:
{
  "totalBugsAttributed": 42,
  "selfFixRate": 35,
  "coverageRate": 78,
  "attributions": [
    {
      "filePath": "src/lib/auth.ts",
      "symbol": "validateToken",
      "introducer": { "name": "Alice", "email": "alice@co.com", "commitSha": "abc123" },
      "fixer": { "name": "Bob", "email": "bob@co.com", "commitSha": "def456" },
      "fixedAt": "2025-06-15T10:30:00Z",
      "isSelfFix": false
    }
  ]
}

Investment Quality

Beta

Reclassifies engineering effort based on bug attribution. Commits that introduced bugs are retrospectively counted as poor investments.

37%Productive TimeGrowth 71% + Fixes 29%

50%Maintenance Time

13%Wasted Time

How it works

Methodology

Investment Quality reclassifies engineering effort based on bug attribution data. Commits identified as buggy origins (those that introduced bugs later fixed by someone) have their grow and maintenance time moved into the Wasted Time category. Their waste (fix commits) remains counted as productive. All other commits retain their standard classification: grow is productive, maintenance is maintenance, and waste (fixes) is productive.

Relationship to Growth / Maintenance / Fixes

The standard model classifies commits as Growth, Maintenance, or Fixes. Investment Quality adds a quality lens: a commit that introduced a bug is retrospectively counted as a poor investment — the engineering time spent on it was wasted because it ultimately required additional fix work. Fix commits (Fixes in the standard model) are reframed as productive, because fixing bugs is valuable work.

Proposed API Endpoint

Currently computed client-side from commit and bug attribution data. Ideal server-side endpoint:

POST /v1/organizations/{orgId}/investment-quality
Content-Type: application/json

Request:
{
  "startTime": "2025-01-01T00:00:00Z",
  "endTime": "2025-12-31T23:59:59Z",
  "bucketSize": "BUCKET_SIZE_MONTH",
  "groupBy": ["repository_id" | "deliverer_email"]
}

Response:
{
  "productivePct": 74,
  "maintenancePct": 18,
  "wastedPct": 8,
  "buckets": [
    {
      "bucketStart": "2025-01-01T00:00:00Z",
      "productive": 4.2,
      "maintenance": 1.8,
      "wasted": 0.6
    }
  ]
}

Recent Activity

Latest analyzed commits in this repository.

Hash	Message	Author	Effort
ba15a05	Enable propagation on ThriftServiceMethodName PrivacyLib RPC operation	Ryan (Xueyu) Wu	maint
d652ec4	Unify overloaded writeMapBegin	TJ Yin	maint
dc81655	Migrate Rust serialized value read/write helpers to Whisker partials	Harsh Chokshi	maint
517eafe	Migrate Rust unionimpl template to Whisker structured handles	Harsh Chokshi	maint
38f6c6c	Simplify and remove dead code	Jack Chistyakov	maint
6df9ac7	Eliminate Object[] allocation in generated Java hashCode methods	Jeff Bahr	maint
a3331a2	Migrate Rust structured definition declaration to Whisker	Harsh Chokshi	maint
40b200f	Simplify AnyData::toAny writer type selection with ProtocolWriterFor	Shai Szulanski	maint
5534638	Fix missing thrift package under thrift/example	Ankit Kumar	waste
676b3cb	Migrate CompactProtocolTest from cpp1 to cpp2 protocol APIs	Myungho Jung	maint

ba15a05Ryan (Xueyu) Wu

Enable propagation on ThriftServiceMethodName PrivacyLib RPC operation

maint

d652ec4TJ Yin

Unify overloaded writeMapBegin

maint

dc81655Harsh Chokshi

Migrate Rust serialized value read/write helpers to Whisker partials

maint

517eafeHarsh Chokshi

Migrate Rust unionimpl template to Whisker structured handles

maint

38f6c6cJack Chistyakov

Simplify and remove dead code

maint

6df9ac7Jeff Bahr

Eliminate Object[] allocation in generated Java hashCode methods

maint

a3331a2Harsh Chokshi

Migrate Rust structured definition declaration to Whisker

maint

40b200fShai Szulanski

Simplify AnyData::toAny writer type selection with ProtocolWriterFor

maint

5534638Ankit Kumar

Fix missing thrift package under thrift/example

waste

676b3cbMyungho Jung

Migrate CompactProtocolTest from cpp1 to cpp2 protocol APIs

maint

Complexity & Impact

Average context complexity and engagement score of file changes over time. Higher complexity means more intricate changes; higher impact means broader effect on the codebase.

Top Contributors

Contributors ranked by total performance (ETV) from analyzed commits.

#
1	Harsh Chokshi543 commits	59.8	4.2	53.5	2.1
2	Shai Szulanski296 commits	42	17.1	18	6.9
3	Pranjal Raihan243 commits	35.2	13.9	20.1	1.3
4	Jack Chistyakov640 commits	34.6	7.6	24.5	2.5
5	TJ Yin335 commits	25.2	7.3	15.6	2.3
6	Evan Zou153 commits	24.8	10.6	12.1	2.2
7	Sam De Roeck99 commits	20.3	11.3	8.7	0.3
8	Andrew Hilger309 commits	20	6.4	10.4	3.3
9	Dave Kwon268 commits	17.7	6.4	9.6	1.6
10	Jeff Bahr34 commits	13.8	3.6	5.5	4.7
11	Aristidis Papaioannou150 commits	12	4.4	7.4	0.3
12	Kirill Sazonov85 commits	11.8	2.4	8.4	1.1
13	A abrady24 commits	8.8	4.6	4.2	0
14	Robert Roeser40 commits	8.3	2.9	5.3	0.1
15	Victor Zverovich130 commits	6.7	1	5.2	0.5
16	Cj Longoria99 commits	6.4	1.8	4.6	0
17	Satish Kumar101 commits	5.9	0.7	3.1	2.1
18	Cameron Evans59 commits	5.7	1.6	3.9	0.2
19	Alper Yoney78 commits	4.6	0.5	3.1	1
20	Yong Tan21 commits	4.6	1.5	1.5	1.6
21	Ankit Kumar24 commits	4.6	2.5	2	0.1
22	Danfeng Wang58 commits	4.4	2.5	1.8	0.1
23	M mostrows28 commits	4	1.8	2.1	0.1
24	LiJie Tang44 commits	3.9	2.2	1.7	0.1
25	Rashmi Makheja34 commits	3.9	1.9	1.8	0.2
26	G guanqing13 commits	3.3	1	2.1	0.2
27	David Wei50 commits	3.2	1.9	0.8	0.5
28	David Tolnay66 commits	2.9	0.3	1.4	1.2
29	S simonsli68 commits	2.7	1.8	0.8	0.1
30	generatedunixname89002005287564146 commits	2.7	0	2.6	0
31	V volodymyrf6 commits	2.3	0.5	1.8	0.1
32	Yedidya Feldblum46 commits	2.3	0	2.2	0
33	Pranav Thulasiram Bhat26 commits	2.1	1.4	0.5	0.2
34	S sunakshigujral10 commits	2	0.1	1.8	0
35	Dan Deng29 commits	1.8	1.2	0.5	0.1
36	G generatedunixname8900200523235730 commits	1.8	0.6	0.8	0.4
37	Vishwa Prakash Gayasen34 commits	1.7	1	0.6	0.1
38	L leochashnikov9 commits	1.6	0.8	0.5	0.3
39	Richard Barnes71 commits	1.5	0	1.3	0.3
40	S seanlawlor12 commits	1.4	0.7	0.6	0
41	Mahmudul Rapi28 commits	1.2	0.7	0.5	0
42	Nicolas De Carli11 commits	1.2	1	0.2	0
43	M mingtao7 commits	1.2	0.6	0.5	0
44	Alex Snast18 commits	1.1	0.1	0.6	0.4
45	Charlie Cook13 commits	1.1	0.3	0.8	0
46	J jamestiotio9 commits	1	0.8	0.2	0
47	L lucyxie14 commits	0.9	0.6	0.4	0
48	A andrewr1 commits	0.9	0	0	0.9
49	generatedunixname22671463979362129 commits	0.9	0.2	0.8	0
50	Jason Fried10 commits	0.9	0	0.6	0.3
51	B blom9 commits	0.9	0.3	0.3	0.3
52	B bshan15 commits	0.8	0.3	0.4	0.2
53	K karshar7 commits	0.8	0.2	0.2	0.4
54	L lafrance5 commits	0.8	0.1	0.7	0
55	Nick Brekhus9 commits	0.8	0.1	0.4	0.2
56	L lopreiato8 commits	0.7	0.1	0.1	0.6
57	Z zhihengq4 commits	0.7	0.7	0	0
58	H hchok4 commits	0.7	0.1	0.6	0
59	Kevin Doherty7 commits	0.7	0.2	0.4	0
60	P prittner4 commits	0.6	0.4	0.2	0
61	Giuseppe Ottaviano3 commits	0.6	0	0	0.6
62	S shenyu2 commits	0.6	0.1	0.4	0
63	S sburakowski2 commits	0.6	0	0	0.6
64	R restrada1 commits	0.6	0	0.6	0
65	generatedunixname53739147563961374 commits	0.6	0	0.5	0
66	S shwetachatrola3 commits	0.5	0.2	0.1	0.2
67	A aary3 commits	0.5	0	0	0.5
68	O operasfantom9 commits	0.5	0	0.4	0.1
69	H hek1 commits	0.5	0	0	0.5
70	F fiqi7 commits	0.5	0.3	0.2	0
71	O orvid4 commits	0.5	0	0.5	0
72	generatedunixname103015177559215843 commits	0.5	0	0.5	0
73	M maci2 commits	0.5	0.4	0	0
74	F ffrancet11 commits	0.4	0.1	0.2	0.1
75	generatedunixname8934649194334935 commits	0.4	0	0.1	0.4
76	I iwanmehanda1 commits	0.4	0.1	0.3	0
77	L lucian2 commits	0.4	0.1	0.1	0.3
78	Juanlu Herrero13 commits	0.4	0.3	0.1	0
79	M marsalad12 commits	0.4	0	0.4	0
80	E emil9 commits	0.4	0.1	0.1	0.2
81	Lu Pan3 commits	0.4	0.1	0	0.2
82	M myjung2 commits	0.4	0	0.3	0
83	S sotodel5 commits	0.4	0	0	0.3
84	Y ytj16 commits	0.4	0	0.4	0
85	S shrini1 commits	0.3	0	0	0.3
86	D duan12 commits	0.3	0.2	0.2	0
87	V viratyosin3 commits	0.3	0	0.3	0
88	F facebook-github-bot2 commits	0.3	0.1	0.3	0
89	M mukulrathi1 commits	0.3	0	0.3	0
90	K kevincho2 commits	0.3	0	0.2	0.1
91	J junhuazhu3 commits	0.3	0.3	0	0
92	F fredhliu2 commits	0.3	0	0.2	0
93	M mitrandir3 commits	0.3	0	0	0.2
94	Y yuzhe2 commits	0.3	0	0.1	0.1
95	M michaelcsbba2 commits	0.3	0.2	0.1	0
96	A aasogamo2 commits	0.3	0	0	0.3
97	W wenjiesun2 commits	0.3	0.1	0.1	0
98	Y yalew2 commits	0.3	0.2	0.1	0
99	C chawley1 commits	0.3	0	0	0.3
100	< <nil>0 commits	0.3	0	0.3	0
101	E embg7 commits	0.3	0.1	0.1	0.1
102	N noreply+33410399327282563 commits	0.3	0	0.3	0
103	V vitalyb2 commits	0.3	0	0.3	0
104	S samriddhisingla2 commits	0.2	0.2	0.1	0
105	M makbari1 commits	0.2	0	0.1	0.2
106	A armanoz17 commits	0.2	0.2	0.1	0
107	G gzuo2 commits	0.2	0	0	0.2
108	N noreply+16727513574410272 commits	0.2	0	0.2	0
109	F fadim7 commits	0.2	0.1	0.1	0
110	M mchao11 commits	0.2	0	0.2	0
111	Alex Hornby28 commits	0.2	0	0.2	0
112	C chihai2 commits	0.2	0.1	0.1	0
113	X xuyanbo1 commits	0.2	0	0	0.2
114	L lene5 commits	0.2	0.1	0	0
115	Nolan O'Brien6 commits	0.2	0	0.1	0.1
116	N noreply+12998232079807684 commits	0.2	0	0.2	0
117	H harshs1 commits	0.2	0.2	0	0
118	E eidan2 commits	0.2	0	0	0.1
119	R rayanht1 commits	0.2	0	0.2	0
120	S sunnybhatt1 commits	0.2	0.2	0	0
121	M mhillman2 commits	0.2	0.1	0.1	0
122	C calvano1 commits	0.2	0	0	0.2
123	G github2 commits	0.2	0	0	0.2
124	B brais1 commits	0.2	0	0.2	0
125	A aknott2 commits	0.2	0	0.1	0
126	C celik1 commits	0.2	0	0.1	0.1
127	Y ysmiao1 commits	0.2	0	0.1	0.1
128	Carl Shapiro2 commits	0.2	0	0.1	0
129	N nmaue6 commits	0.2	0	0.1	0
130	M mvk1 commits	0.1	0	0.1	0.1
131	A adovi2 commits	0.1	0	0.1	0.1
132	L luigiconiglio1 commits	0.1	0	0	0.1
133	H heejong2 commits	0.1	0.1	0.1	0
134	V vmladenov8 commits	0.1	0	0.1	0
135	M mcypark4 commits	0.1	0	0.1	0.1
136	Alexey Spiridonov3 commits	0.1	0	0.1	0
137	H houwang1 commits	0.1	0	0.1	0
138	A azakkerman1 commits	0.1	0.1	0	0
139	N noreply+14586695522073134 commits	0.1	0	0.1	0
140	K kuki4 commits	0.1	0	0.1	0
141	F fut2 commits	0.1	0	0.1	0
142	D dizzy8 commits	0.1	0	0.1	0
143	O oandrew1 commits	0.1	0	0	0.1
144	C callumryan4 commits	0.1	0.1	0.1	0
145	S scramsby1 commits	0.1	0	0	0.1
146	S scotthovestadt1 commits	0.1	0	0.1	0.1
147	F francoismorin6 commits	0.1	0	0.1	0
148	D danielrodriguez3 commits	0.1	0	0.1	0
149	T timoliver1 commits	0.1	0	0.1	0
150	J joxley2 commits	0.1	0	0	0.1
151	R rjb1 commits	0.1	0	0	0.1
152	M marksan3 commits	0.1	0.1	0	0
153	Y yifanyuan3 commits	0.1	0	0.1	0
154	J jvshahid1 commits	0.1	0	0	0.1
155	D dwilikofsky3 commits	0.1	0.1	0.1	0
156	P pilleye4 commits	0.1	0	0.1	0.1
157	K kevink1 commits	0.1	0	0	0.1
158	E edbillo1 commits	0.1	0	0	0.1
159	J jmswen7 commits	0.1	0.1	0	0
160	J joald2 commits	0.1	0.1	0	0
161	M michalkaczmarek5 commits	0.1	0	0	0.1
162	A azhavnerchik2 commits	0.1	0	0.1	0
163	I iangraves1 commits	0.1	0	0	0.1
164	W wdliu1 commits	0.1	0.1	0	0
165	G gru2 commits	0.1	0	0	0
166	Vishwanath Seshagiri2 commits	0.1	0.1	0	0
167	A ahilger4 commits	0.1	0	0	0
168	J jokr2 commits	0.1	0	0	0
169	R ryanhu1 commits	0.1	0	0.1	0
170	D diliopoulos2 commits	0.1	0	0.1	0
171	W weilun1 commits	0.1	0	0	0.1
172	C cleger2 commits	0.1	0	0	0
173	Yuxuan Chen6 commits	0.1	0	0.1	0
174	A akulg3 commits	0.1	0	0.1	0
175	M mramirez72 commits	0.1	0	0.1	0
176	H huilinc6 commits	0.1	0	0.1	0
177	W wzhao11 commits	0.1	0	0.1	0
178	W wlin262 commits	0.1	0	0.1	0
179	B bagrawal1 commits	0.1	0	0	0.1
180	C chenweiyi2 commits	0.1	0.1	0	0
181	A aparmentier4 commits	0.1	0	0.1	0
182	E edwardren2 commits	0.1	0.1	0	0
183	J jgstewart3 commits	0.1	0.1	0	0
184	M mdas2 commits	0.1	0	0	0
185	M malweis1 commits	0.1	0.1	0	0
186	M milliechen3 commits	0.1	0	0.1	0
187	M mendola1 commits	0.1	0	0	0.1
188	Z zhilizhang1 commits	0.1	0	0	0.1
189	L libinbai3 commits	0.1	0	0.1	0
190	R ryantj1 commits	0.1	0	0	0
191	M mheiber3 commits	0.1	0	0.1	0
192	F fzoffoli1 commits	0.1	0	0.1	0
193	R rdtscp1 commits	0.1	0	0	0
194	M meyering5 commits	0.1	0	0	0
195	J jchistyakov3 commits	0.1	0	0	0
196	Michael Podtserkovskii5 commits	0.1	0	0	0
197	S stepan1 commits	0.1	0.1	0	0
198	S stephpontikes1 commits	0.1	0	0	0
199	G glickman3 commits	0.1	0	0	0
200	W wu06071 commits	0.1	0	0.1	0
201	I ivangrigoriev2 commits	0.1	0.1	0	0
202	A am1t2 commits	0.1	0	0	0

File Hotspots

Beta

Files with the highest combination of change frequency and waste ratio. These are candidates for refactoring or closer review.

Developer Momentum

Beta

Cumulative contribution over time. Watch developers race as positions shift month by month.

Work Patterns

Beta

Commit activity distribution by hour and day of week across all contributors in this repository.

POST /v1/repositories/{repositoryId}/bug-attributions Content-Type: application/json Request: { "startTime": "2025-01-01T00:00:00Z", "endTime": "2025-12-31T23:59:59Z" } Response: { "totalBugsAttributed": 42, "selfFixRate": 35, "coverageRate": 78, "attributions": [ { "filePath": "src/lib/auth.ts", "symbol": "validateToken", "introducer": { "name": "Alice", "email": "alice@co.com", "commitSha": "abc123" }, "fixer": { "name": "Bob", "email": "bob@co.com", "commitSha": "def456" }, "fixedAt": "2025-06-15T10:30:00Z", "isSelfFix": false } ] }

POST /v1/organizations/{orgId}/investment-quality Content-Type: application/json Request: { "startTime": "2025-01-01T00:00:00Z", "endTime": "2025-12-31T23:59:59Z", "bucketSize": "BUCKET_SIZE_MONTH", "groupBy": ["repository_id" | "deliverer_email"] } Response: { "productivePct": 74, "maintenancePct": 18, "wastedPct": 8, "buckets": [ { "bucketStart": "2025-01-01T00:00:00Z", "productive": 4.2, "maintenance": 1.8, "wasted": 0.6 } ] }

Hash

Message

Author

Effort

ba15a05

Enable propagation on ThriftServiceMethodName PrivacyLib RPC operation

Ryan (Xueyu) Wu

maint

d652ec4

Unify overloaded writeMapBegin

TJ Yin

maint

dc81655

Migrate Rust serialized value read/write helpers to Whisker partials

Harsh Chokshi

maint

517eafe

Migrate Rust unionimpl template to Whisker structured handles

Harsh Chokshi

maint

38f6c6c

Simplify and remove dead code

Jack Chistyakov

maint

6df9ac7

Eliminate Object[] allocation in generated Java hashCode methods

Jeff Bahr

maint

a3331a2

Migrate Rust structured definition declaration to Whisker

Harsh Chokshi

maint

40b200f

Simplify AnyData::toAny writer type selection with ProtocolWriterFor

Shai Szulanski

maint

5534638

Fix missing thrift package under thrift/example

Ankit Kumar

waste

676b3cb

Migrate CompactProtocolTest from cpp1 to cpp2 protocol APIs

Myungho Jung

maint

Harsh Chokshi543 commits

59.8

4.2

53.5

2.1

Shai Szulanski296 commits

17.1

6.9

Pranjal Raihan243 commits

35.2

13.9

20.1

1.3

Jack Chistyakov640 commits

34.6

7.6

24.5

2.5

TJ Yin335 commits

25.2

7.3

15.6

2.3

Evan Zou153 commits

24.8

10.6

12.1

2.2

Sam De Roeck99 commits

20.3

11.3

8.7

0.3

Andrew Hilger309 commits

6.4

10.4

3.3

Dave Kwon268 commits

17.7

6.4

9.6

1.6

Jeff Bahr34 commits

13.8

3.6

5.5

4.7

Aristidis Papaioannou150 commits

4.4

7.4

0.3

Kirill Sazonov85 commits

11.8

2.4

8.4

1.1

abrady24 commits

8.8

4.6

4.2

Robert Roeser40 commits

8.3

2.9

5.3

0.1

Victor Zverovich130 commits

6.7

5.2

0.5

Cj Longoria99 commits

6.4

1.8

4.6

Satish Kumar101 commits

5.9

0.7

3.1

2.1

Cameron Evans59 commits

5.7

1.6

3.9

0.2

Alper Yoney78 commits

4.6

0.5

3.1

Yong Tan21 commits

4.6

1.5

1.6

Ankit Kumar24 commits

4.6

2.5

0.1

Danfeng Wang58 commits

4.4

2.5

1.8

0.1

mostrows28 commits

1.8

2.1

0.1

LiJie Tang44 commits

3.9

2.2

1.7

0.1

Rashmi Makheja34 commits

3.9

1.9

1.8

0.2

guanqing13 commits

3.3

2.1

0.2

David Wei50 commits

3.2

1.9

0.8

0.5

David Tolnay66 commits

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